[{"ID":7020,"post_title":"Ph\u00e2n t\u00edch s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa UML v\u00e0 BPMN","post_date":"13\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/su-khac-biet-giua-uml-va-bpmn\"\u003E\u003Cstrong\u003ES\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa UML v\u00e0 BPMN\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 \u0111i\u1ec1u m\u00e0 c\u00e1c business analyst v\u00e0 engineers hi\u1ec3u r\u00f5 trong m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 UML v\u00e0 BPMN l\u00e0 g\u00ec v\u00e0 c\u00e1ch ch\u00fang ho\u1ea1t \u0111\u1ed9ng trong m\u00f4 h\u00ecnh kinh doanh.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EBusiness Process Modeling Notation – BPMN l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBPMN l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Business Process Modeling Notation – K\u00fd hi\u1ec7u m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh kinh doanh. \u0110\u00e2y l\u00e0 ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a tr\u1ef1c quan cho c\u00e1c \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch kinh doanh v\u00e0 workflows c\u1ee7a doanh nghi\u1ec7p \u0111\u01b0\u1ee3c t\u1ea1o b\u1edfi c\u00f4ng ty OMG – Open Management Group.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1ea1i sao b\u1ea1n n\u00ean s\u1eed d\u1ee5ng BPMN?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBPMN \u0111\u01a1n gi\u1ea3n v\u00e0 d\u1ec5 hi\u1ec3u \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c stakeholders trong kinh doanh cho d\u00f9 h\u1ecd l\u00e0 software developers, data architects, ng\u01b0\u1eddi d\u00f9ng business users hay business analysts.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u1ee3i \u00edch c\u1ee7a BPMN\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p mapping n\u00e0y cho m\u1ed9t quy tr\u00ecnh kinh doanh bu\u1ed9c ph\u1ea3i t\u1ea1o ra m\u1ed9t visual representation \u0111\u01a1n gi\u1ea3n, g\u1eafn v\u1edbi th\u1ef1c ti\u1ec5n ho\u1eb7c quy tr\u00ecnh kinh doanh ph\u1ee9c t\u1ea1p. Do \u0111\u00f3, BPMN cung c\u1ea5p cho b\u1ea1n c\u00e1i nh\u00ecn t\u1ed5ng quan v\u00e0 \u0111\u1ea7y \u0111\u1ee7 hi\u1ec3u bi\u1ebft v\u1ec1 m\u1ed9t quy tr\u00ecnh t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i. N\u00f3 c\u0169ng nh\u1eafm v\u00e0o \u0111i\u1ec3m m\u1ea1nh c\u0169ng nh\u01b0 \u0111i\u1ec3m y\u1ebfu c\u1ee7a quy tr\u00ecnh hi\u1ec7n c\u00f3 (c\u00f2n g\u1ecdi l\u00e0 AS-IS).\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7025\" style=\"width: 1543px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7025\" class=\"wp-image-7025 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-1.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 s\u01a1 \u0111\u1ed3 Business Process Modeling Notation\" width=\"1533\" height=\"1033\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-1.png 1533w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-1-300x202.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-1-1024x690.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-1-768x518.png 768w\" sizes=\"(max-width: 1533px) 100vw, 1533px\" \/\u003E\u003Cp id=\"caption-attachment-7025\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 s\u01a1 \u0111\u1ed3 Business Process Modeling Notation\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong s\u01a1 \u0111\u1ed3 BPMN \u1edf tr\u00ean, b\u1ea1n c\u00f3 th\u1ec3 th\u1ea5y c\u00e1c ho\u1ea1t \u0111\u1ed9ng kh\u00e1c nhau thu\u1ed9c c\u00e1c profiles kh\u00e1c nhau trong b\u1ed9 ph\u1eadn h\u1ed7 tr\u1ee3 c\u1ee7a m\u1ed9t c\u00f4ng ty: b\u1ed9 ph\u1eadn l\u1ec5 t\u00e2n ch\u1ecbu tr\u00e1ch nhi\u1ec7m nh\u1eadn tr\u01b0\u1eddng h\u1ee3p h\u1ed7 tr\u1ee3, xem x\u00e9t, b\u00e1o c\u00e1o,… BPMN \u0111\u00e3 l\u00e0m m\u1ecdi th\u1ee9 r\u1ea5t r\u00f5 r\u00e0ng v\u1ec1:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c b\u1ed9 ph\u1eadn take care m\u1ea3ng n\u00e0o?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi n\u00e0o th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nhi\u1ec7m v\u1ee5 c\u1ea7n l\u00e0m \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n t\u1eebng b\u01b0\u1edbc nh\u01b0 th\u1ebf n\u00e0o?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETuy nhi\u00ean, c\u00f3 m\u1ed9t h\u1ea1n ch\u1ebf l\u00e0 trong s\u01a1 \u0111\u1ed3 BPMN kh\u00f4ng th\u1ec3 th\u1ea5y \u0111\u01b0\u1ee3c nh\u1eefng \u0111\u1ed1i t\u01b0\u1ee3ng n\u00e0o tham gia v\u00e0o qu\u00e1 tr\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EUnified Modeling Language – UML l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUML c\u0169ng \u0111\u01b0\u1ee3c OMG t\u1ea1o ra l\u00e0m \u0111\u1ed1i t\u00e1c c\u1ee7a n\u00f3. UML – Unified Modeling Language (Ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a th\u1ed1ng nh\u1ea5t) l\u00e0 ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a \u0111\u1ec3 ph\u00e1t tri\u1ec3n trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m. N\u00f3 bao g\u1ed3m m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c s\u01a1 \u0111\u1ed3 t\u00edch h\u1ee3p v\u00e0 nh\u1eb1m m\u1ee5c \u0111\u00edch x\u00e1c \u0111\u1ecbnh, tr\u1ef1c quan h\u00f3a, x\u00e2y d\u1ef1ng v\u00e0 ghi l\u1ea1i c\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDo \u0111\u00f3, theo thi\u1ebft k\u1ebf, UML s\u1eed d\u1ee5ng c\u00f9ng m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn ph\u00e2n t\u00edch v\u00e0 thi\u1ebft k\u1ebf h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh nh\u01b0 C++ ho\u1eb7c Java.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, nh\u01b0ng v\u00ec n\u00f3 tu\u00e2n theo logic t\u01b0\u01a1ng t\u1ef1 nh\u01b0 l\u1eadp tr\u00ecnh h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng n\u00ean c\u00e1c s\u01a1 \u0111\u1ed3 c\u1ee7a n\u00f3 c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111\u01b0\u1ee3c phi\u00ean \u00e2m th\u00e0nh m\u00e3 b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh. M\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5, nh\u01b0 tr\u00ecnh thi\u1ebft k\u1ebf UML, th\u1eadm ch\u00ed c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c d\u1ecbch m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1ea1i sao b\u1ea1n n\u00ean s\u1eed d\u1ee5ng UML?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUML l\u00e0m cho c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p tr\u1edf n\u00ean r\u00f5 r\u00e0ng \u0111\u1ed1i v\u1edbi c\u00e1c stakeholders. Do \u0111\u00f3, n\u00f3 n\u00ean \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng khi x\u1eed l\u00fd nhi\u1ec1u \u0111\u1ed1i t\u01b0\u1ee3ng trong m\u1ed9t h\u1ec7 th\u1ed1ng, v\u00ec n\u00f3 s\u1ebd \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c thu\u1ed9c t\u00ednh v\u00e0 \u0111\u1ed1i t\u01b0\u1ee3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u1ee3i \u00edch c\u1ee7a UML\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUML gi\u00fap minh h\u1ecda ch\u00ednh x\u00e1c c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u ngay c\u1ea3 khi ch\u00fang ph\u1ee9c t\u1ea1p. N\u00f3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng th\u00e0nh m\u1ed9t k\u1ebft qu\u1ea3 tr\u1ef1c quan, x\u00e1c \u0111\u1ecbnh nh\u1eefng c\u00e1c ti\u1ec1m n\u0103ng c\u00f3 th\u1ec3 x\u1ea3y ra. UML c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00f4 h\u00ecnh h\u00f3a c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m c\u0169ng nh\u01b0 c\u00e1c h\u1ec7 th\u1ed1ng phi ph\u1ea7n m\u1ec1m.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7024\" style=\"width: 856px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7024\" class=\"wp-image-7024 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1.jpg\" alt=\"V\u00ed d\u1ee5 v\u1ec1 Unified Modeling Language\" width=\"846\" height=\"704\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1.jpg 846w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1-300x250.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1-768x639.jpg 768w\" sizes=\"(max-width: 846px) 100vw, 846px\" \/\u003E\u003Cp id=\"caption-attachment-7024\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 Unified Modeling Language\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t \u01b0u \u0111i\u1ec3m kh\u00e1c c\u1ee7a UML l\u00e0 s\u1ef1 phong ph\u00fa c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 m\u00e0 n\u00f3 t\u00edch h\u1ee3p. M\u1ed9t s\u1ed1 trong s\u1ed1 \u0111\u00f3 th\u1eadm ch\u00ed c\u00f2n c\u00f3 m\u1ee5c \u0111\u00edch \u0111\u1ea3o ng\u01b0\u1ee3c engineer code v\u00e0 d\u1ecbch n\u00f3 tr\u1edf l\u1ea1i code \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u00e1p d\u1ee5ng c\u00e1c design patterns.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 s\u1eed d\u1ee5ng UML, ng\u01b0\u1eddi ta c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc \u0111i\u1ec3n h\u00ecnh sau, nh\u01b0ng c\u1ea7n l\u01b0u \u00fd r\u1eb1ng v\u1eabn c\u00f3 m\u1ed9t s\u1ed1 chi\u1ebfn l\u01b0\u1ee3c l\u1eadp m\u00f4 h\u00ecnh cho UML:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh v\u00e0 m\u00f4 h\u00ecnh h\u00f3a classes c\u1ea7n thi\u1ebft.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh v\u00e0 m\u00f4 h\u00ecnh h\u00f3a c\u00e1ch classes t\u01b0\u01a1ng t\u00e1c.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh c\u00e1c t\u00ednh n\u0103ng\/thu\u1ed9c t\u00ednh c\u1ee7a c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EBPMN v\u00e0 UML trong m\u00f4 h\u00ecnh h\u00f3a kinh doanh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUML v\u00e0 BPMN \u0111\u1ec1u l\u00e0 ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a, nh\u01b0ng ch\u00fang ph\u1ee5c v\u1ee5 c\u00e1c m\u1ee5c \u0111\u00edch kh\u00e1c nhau v\u00e0 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ee5 th\u1ec3 h\u01a1n, BPMN l\u00e0 k\u00fd hi\u1ec7u \u0111\u1ed3 h\u1ecda \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a \u0111\u1ec3 v\u1ebd c\u00e1c quy tr\u00ecnh nghi\u1ec7p v\u1ee5 trong quy tr\u00ecnh l\u00e0m vi\u1ec7c. M\u1eb7t kh\u00e1c, UML l\u00e0 ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a, ph\u1ee5c v\u1ee5 m\u1ee5c \u0111\u00edch chung, ph\u00e1t tri\u1ec3n trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7023\" style=\"width: 2250px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7023\" class=\"wp-image-7023 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1.jpg\" alt=\"BPMN v\u00e0 UML trong m\u00f4 h\u00ecnh h\u00f3a kinh doanh\" width=\"2240\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1.jpg 2240w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1-300x96.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1-1024x329.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1-768x247.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1-1536x494.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1-2048x658.jpg 2048w\" sizes=\"(max-width: 2240px) 100vw, 2240px\" \/\u003E\u003Cp id=\"caption-attachment-7023\" class=\"wp-caption-text\"\u003EBPMN v\u00e0 UML trong m\u00f4 h\u00ecnh h\u00f3a kinh doanh\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed7i BPMN v\u00e0 UML \u0111\u1ec1u c\u00f3 m\u1ed9t lo\u1ea1t c\u00e1c t\u00ednh n\u0103ng khi\u1ebfn ch\u00fang tr\u1edf n\u00ean \u0111\u1ed9c \u0111\u00e1o. BPMN \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t cho business process modeling, trong khi UML to\u00e0n di\u1ec7n h\u01a1n v\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00f4 h\u00ecnh h\u00f3a c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m. Trong khi BPMN v\u1eeba v\u1eb7n l\u00e0 c\u00e1ch th\u1ee9c l\u00fd t\u01b0\u1edfng cho vi\u1ec7c qu\u1ea3n l\u00fd quy tr\u00ecnh kinh doanh th\u00ec UML l\u1ea1i t\u00ecm th\u1ea5y \u0111i\u1ec3m h\u1ea5p d\u1eabn c\u1ee7a n\u00f3 trong thi\u1ebft k\u1ebf h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng (object-oriented design ) v\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ES\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa UML v\u00e0 BPMN\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u \u0111\u01b0\u1ee3c nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m ch\u00ednh trong s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa BPMN v\u00e0 UML c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n ch\u1ecdn m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p cho d\u1ef1 \u00e1n c\u1ee7a m\u00ecnh. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa BPMN v\u00e0 UML:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u1ee9c \u0111\u1ed9 tr\u1eebu t\u01b0\u1ee3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u1ea5y s\u1ef1 kh\u00e1c bi\u1ec7t c\u01a1 b\u1ea3n gi\u1eefa hai ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a n\u00e0y n\u1eb1m \u1edf m\u1ee9c \u0111\u1ed9 tr\u1eebu t\u01b0\u1ee3ng c\u1ee7a ch\u00fang. BPMN t\u1eadp trung v\u00e0o m\u1ee9c \u0111\u1ed9 tr\u1eebu t\u01b0\u1ee3ng cao h\u01a1n, nh\u1ea5n m\u1ea1nh v\u00e0o d\u00f2ng ch\u1ea3y v\u00e0 s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a c\u00e1c quy tr\u00ecnh kinh doanh. N\u00f3 cung c\u1ea5p th\u00f4ng tin \u00edt chi ti\u1ebft h\u01a1n v\u1ec1 vi\u1ec7c tri\u1ec3n khai ph\u1ea7n m\u1ec1m v\u00e0 cung c\u1ea5p nhi\u1ec1u th\u00f4ng tin h\u01a1n v\u1ec1 c\u00e1c quy tr\u00ecnh c\u1ea5p doanh nghi\u1ec7p v\u00e0 nh\u1eefng ng\u01b0\u1eddi tham gia v\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7022\" style=\"width: 1010px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7022\" class=\"wp-image-7022 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5.png\" alt=\"S\u01a1 \u0111\u1ed3 BPMN \u00edt c\u00f3 t\u00ednh ch\u1ea5t k\u1ef9 thu\u1eadt h\u01a1n UML\" width=\"1000\" height=\"707\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5.png 1000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5-300x212.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5-768x543.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/\u003E\u003Cp id=\"caption-attachment-7022\" class=\"wp-caption-text\"\u003ES\u01a1 \u0111\u1ed3 BPMN \u00edt c\u00f3 t\u00ednh ch\u1ea5t k\u1ef9 thu\u1eadt h\u01a1n UML\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUML bao g\u1ed3m nhi\u1ec1u m\u1ee9c \u0111\u1ed9 tr\u1eebu t\u01b0\u1ee3ng, t\u1eeb ki\u1ebfn \u200b\u200btr\u00fac h\u1ec7 th\u1ed1ng c\u1ea5p cao \u0111\u1ebfn chi ti\u1ebft tri\u1ec3n khai c\u1ea5p th\u1ea5p. UML c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00f4 h\u00ecnh h\u00f3a nhi\u1ec1u kh\u00eda c\u1ea1nh kh\u00e1c nhau nh\u01b0 classes, \u0111\u1ed1i t\u01b0\u1ee3ng, th\u00e0nh ph\u1ea7n v\u00e0 chi ti\u1ebft tri\u1ec3n khai trong h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1ch s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 c\u1ea3 hai \u0111\u1ec1u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh, BPMN cung c\u1ea5p g\u00f3c nh\u00ecn quy tr\u00ecnh nghi\u1ec7p v\u1ee5, t\u1eadp trung v\u00e0o lu\u1ed3ng nhi\u1ec7m v\u1ee5, trong khi UML nh\u1ea5n m\u1ea1nh s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng trong h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDo \u0111\u00f3, BPMN ph\u00f9 h\u1ee3p h\u01a1n nhi\u1ec1u cho vi\u1ec7c thi\u1ebft k\u1ebf quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh kinh doanh. UML ch\u1ee7 y\u1ebfu s\u1ebd l\u00e0 v\u1ec1 c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m, \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi c\u00e1c nhi\u1ec7m v\u1ee5 nh\u01b0 thi\u1ebft k\u1ebf, ph\u00e2n t\u00edch v\u00e0 t\u00e0i li\u1ec7u ph\u1ea7n m\u1ec1m. N\u00f3 \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn c\u00e1c giai \u0111o\u1ea1n thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m – nh\u01b0ng kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c quy tr\u00ecnh kinh doanh t\u1ed5ng th\u1ec3 gi\u00fap n\u00f3 \u0111i v\u00e0o th\u1ef1c ti\u1ec5n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ESo s\u00e1nh s\u01a1 \u0111\u1ed3 BPMN v\u00e0 UML\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ec s\u01a1 \u0111\u1ed3 BPMN \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 l\u1eadp m\u00f4 h\u00ecnh quy tr\u00ecnh kinh doanh c\u1ea5p cao n\u00ean ch\u00fang c\u1ea7n \u0111\u1ea1t \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng d\u1ec5 nghi\u00ean c\u1ee9u \u0111\u1ed1i v\u1edbi c\u00e1c stakeholders phi k\u1ef9 thu\u1eadt. C\u00e1c ph\u1ea7n t\u1eed trong s\u01a1 \u0111\u1ed3 BPMN bao g\u1ed3m c\u00e1c tasks, gateways, events,… \u0111\u1ec3 th\u1ec3 hi\u1ec7n c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a quy tr\u00ecnh kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7t kh\u00e1c, s\u01a1 \u0111\u1ed3 UML cung c\u1ea5p nhi\u1ec1u chi ti\u1ebft v\u1ec1 k\u1ef9 thu\u1eadt v\u00e0 c\u1ea5u tr\u00fac h\u01a1n. Vi\u1ec7c di\u1ec5n gi\u1ea3i s\u01a1 \u0111\u1ed3 UML \u0111\u00f2i h\u1ecfi tr\u00ecnh \u0111\u1ed9 ki\u1ebfn \u200b\u200bth\u1ee9c k\u1ef9 thu\u1eadt cao h\u01a1n v\u00e0 th\u01b0\u1eddng ch\u1ec9 d\u00e0nh cho software developers v\u00e0 architects.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7021\" style=\"width: 1290px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7021\" class=\"wp-image-7021 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-4.png\" alt=\"S\u01a1 \u0111\u1ed3 BPMN v\u00e0 UML \u0111\u1ec1u h\u1eefu d\u1ee5ng trong m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh\" width=\"1280\" height=\"694\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-4.png 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-4-300x163.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-4-1024x555.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-4-768x416.png 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003Cp id=\"caption-attachment-7021\" class=\"wp-caption-text\"\u003ES\u01a1 \u0111\u1ed3 BPMN v\u00e0 UML \u0111\u1ec1u h\u1eefu d\u1ee5ng trong m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c k\u1ef9 s\u01b0 requirements v\u00e0 business analysts th\u01b0\u1eddng ph\u1ea3i l\u1ef1a ch\u1ecdn gi\u1eefa gi\u1ea3i ph\u00e1p UML ho\u1eb7c BPMN. Theo d\u00f5i Cole v\u00e0 tham gia \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc ba online\u003C\/strong\u003E\u003C\/a\u003E\u003Cspan data-sheets-root=\"1\" data-sheets-value=\"{"1":2,"2":"kh\u00f3a h\u1ecdc ba online"}\" data-sheets-userformat=\"{"2":15231,"3":{"1":0},"4":{"1":2,"2":15916251},"5":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"6":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"7":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"8":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"9":0,"11":0,"12":0,"14":{"1":2,"2":0},"15":"\\"Times New Roman\\", serif","16":12}\"\u003E\u00a0\u003C\/span\u003E\u0111\u1ec3 c\u00f3 th\u00eam nhi\u1ec1u ki\u1ebfn th\u1ee9c m\u1edbi nh\u1ea5t trong l\u0129nh v\u1ef1c l\u1eadp tr\u00ecnh v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: Chi ti\u1ebft v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/sprint-planning-checklist\/\"\u003ESprint Planning Checklist\u003C\/a\u003E cho ng\u01b0\u1eddi m\u1edbi\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cdiv class=\"fullwidth-post blog-post main-list\"\u003E\n\u003Cdiv class=\"post-content\"\u003E\u003C\/div\u003E\n\u003C\/div\u003E\n","post_excerpt":"S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa UML v\u00e0 BPMN l\u00e0 \u0111i\u1ec1u m\u00e0 c\u00e1c business analyst v\u00e0 engineers hi\u1ec3u r\u00f5 trong m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 UML v\u00e0 BPMN l\u00e0 g\u00ec v\u00e0 c\u00e1ch ch\u00fang ho\u1ea1t \u0111\u1ed9ng trong m\u00f4 h\u00ecnh kinh doanh.\u00a0 Business Process Modeling Notation – BPMN l\u00e0 g\u00ec? […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-2.jpg"},{"ID":7010,"post_title":"Chi ti\u1ebft v\u1ec1 Sprint Planning Checklist cho ng\u01b0\u1eddi m\u1edbi","post_date":"12\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/sprint-planning-checklist\"\u003E\u003Cstrong\u003ESprint Planning Checklist\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch n\u1ebfu \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u1edf c\u1ea5p \u0111\u1ed9 v\u1eadn h\u00e0nh, gi\u00fap gi\u1ea3m t\u1ea3i \u00e1p l\u1ef1c c\u1ee7a b\u1ea1n v\u00e0 gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 ph\u00e2n b\u1ed5 th\u1eddi gian cho c\u00e1c c\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p h\u01a1n. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 v\u1ec1 Sprint Planning Checklist v\u00e0 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a n\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EChecklists l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n \u0111\u00e3 bao gi\u1edd bi\u1ebft v\u1ec1 s\u1ef1 ra \u0111\u1eddi c\u1ee7a checklist hay ch\u01b0a? M\u1ecdi chuy\u1ec7n b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t tai n\u1ea1n h\u00e0ng kh\u00f4ng nhi\u1ec1u n\u0103m v\u1ec1 tr\u01b0\u1edbc, khi m\u00e0 m\u1ed9t chi\u1ebfc m\u00e1y bay m\u1edbi v\u1edbi phi h\u00e0nh \u0111o\u00e0n gi\u00e0y kinh nghi\u1ec7m \u0111\u00e3 b\u1ecb r\u01a1i ngay sau khi c\u1ea5t c\u00e1nh. V\u1ea5n \u0111\u1ec1 n\u1eb1m \u1edf ch\u1ed7, ph\u1ea7n k\u1ef9 thu\u1eadt m\u00e1y bay ho\u00e0n to\u00e0n b\u00ecnh th\u01b0\u1eddng, nguy\u00ean nh\u00e2n g\u00e2y ra s\u1ef1 c\u1ed1 ch\u00ednh l\u00e0 phi h\u00e0nh \u0111o\u00e0n \u0111\u00e3 b\u1ecf qua m\u1ed9t b\u01b0\u1edbc \u0111\u01a1n gi\u1ea3n trong qu\u00e1 tr\u00ecnh c\u1ea5t c\u00e1nh.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u00ecn chung, Checklist kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ti\u1ec7n \u00e1p \u0111\u1eb7t c\u00e1c quy tr\u00ecnh ti\u00eau chu\u1ea9n h\u00f3a m\u00e0 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch cho nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh ngay c\u1ea3 khi h\u1ecd l\u00e0 Scrum Master s\u1eed d\u1ee5ng Sprint Planning Checklist.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7011\" style=\"width: 1010px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7011\" class=\"wp-image-7011 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2.jpg\" alt=\"S\u1ef1 ra \u0111\u1eddi c\u1ee7a Checklist m\u00e0 nhi\u1ec1u ng\u01b0\u1eddi ch\u01b0a bi\u1ebft\" width=\"1000\" height=\"750\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2.jpg 1000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2-768x576.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/\u003E\u003Cp id=\"caption-attachment-7011\" class=\"wp-caption-text\"\u003ES\u1ef1 ra \u0111\u1eddi c\u1ee7a Checklist m\u00e0 nhi\u1ec1u ng\u01b0\u1eddi ch\u01b0a bi\u1ebft\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EChi ti\u1ebft v\u1ec1 Scrum Sprint Planning Checklist\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESprint Planning Checklist \u0111\u01b0\u1ee3c m\u00f4 ph\u1ecfng theo team Scrum tr\u01b0\u1edbc \u0111\u00e2y c\u1ee7a m\u1ed9t c\u00f4ng ty utility truy\u1ec1n th\u1ed1ng, \u0111a qu\u1ed1c gia l\u1edbn khi b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh Scrum. N\u00f3i c\u00e1ch kh\u00e1c, b\u1ea1n s\u1ebd kh\u00f4ng th\u1ec3 \u00e1p d\u1ee5ng danh s\u00e1ch ki\u1ec3m tra n\u00e0y cho team Scrum c\u1ee7a m\u00ecnh n\u1ebfu kh\u00f4ng ki\u1ec3m tra v\u00e0 \u0111i\u1ec1u ch\u1ec9nh. V\u00ed d\u1ee5: h\u1ecd \u0111\u00e3 n\u1ed7 l\u1ef1c r\u1ea5t nhi\u1ec1u \u0111\u1ec3 chu\u1ea9n b\u1ecb Sprint Planning trong c\u00e1c phi\u00ean s\u00e0ng l\u1ecdc Product Backlog th\u01b0\u1eddng xuy\u00ean. (H\u1ecd li\u00ean t\u1ee5c l\u00ean k\u1ebf ho\u1ea1ch cho hai Sprint ti\u1ebfp theo trong c\u00e1c phi\u00ean s\u00e0ng l\u1ecdc.)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ean th\u1ef1c t\u1ebf, b\u1ea3n th\u00e2n Sprint Planning th\u01b0\u1eddng l\u00e0 s\u1ef1 x\u00e1c nh\u1eadn v\u1ec1 nh\u1eefng g\u00ec h\u1ecd \u0111\u00e3 th\u1ed1ng nh\u1ea5t trong qu\u00e1 tr\u00ecnh s\u00e0ng l\u1ecdc Product Backlog. H\u1ecd c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh ph\u1ea1m vi c\u1ee7a Sprint \u0111\u00e3 l\u00ean k\u1ebf ho\u1ea1ch trong qu\u00e1 tr\u00ecnh l\u1eadp k\u1ebf ho\u1ea1ch n\u0103ng l\u1ef1c. Tuy nhi\u00ean, hi\u1ebfm khi x\u1ea3y ra vi\u1ec7c h\u1ecd thay th\u1ebf Sprint Goal \u0111\u00e3 d\u1ef1 \u0111o\u00e1n tr\u01b0\u1edbc \u0111\u00f3 b\u1eb1ng m\u1ed9t m\u1ee5c ti\u00eau ho\u00e0n to\u00e0n kh\u00e1c. Do \u0111\u00f3, m\u1ed9t Sprint Planning th\u00f4ng th\u01b0\u1eddng ch\u1ec9 m\u1ea5t t\u1eeb \u200b\u200bm\u1ed9t \u0111\u1ebfn hai gi\u1edd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7012\" style=\"width: 1128px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7012\" class=\"wp-image-7012 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-5.jpg\" alt=\"M\u1eabu b\u1ea3ng Scrum Sprint Planning Checklist\" width=\"1118\" height=\"674\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-5.jpg 1118w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-5-300x181.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-5-1024x617.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-5-768x463.jpg 768w\" sizes=\"(max-width: 1118px) 100vw, 1118px\" \/\u003E\u003Cp id=\"caption-attachment-7012\" class=\"wp-caption-text\"\u003EM\u1eabu b\u1ea3ng Scrum Sprint Planning Checklist\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum Team \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp th\u01b0\u1eddng c\u00f3 quy m\u00f4 kh\u00e1 l\u1edbn, kho\u1ea3ng 8 developers, ch\u1ee7 y\u1ebfu l\u00e0m vi\u1ec7c c\u00f9ng v\u1ecb tr\u00ed v\u1edbi hai ho\u1eb7c ba th\u00e0nh vi\u00ean trong nh\u00f3m remote. H\u1ecd s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 Atlassian (Jira, Confluence) v\u00e0 c\u00f3 to\u00e0n quy\u1ec1n ki\u1ec3m so\u00e1t \u0111\u01b0\u1eddng d\u1eabn x\u00e2y d\u1ef1ng c\u1ee7a m\u00ecnh. N\u00f3i chung, c\u00e1c stakeholders c\u00f3 \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn h\u01b0\u1edbng \u0111i c\u1ee7a Scrum Team, c\u1ea3n tr\u1edf team nhi\u1ec1u l\u1ea7n trong qu\u00e1 tr\u00ecnh n\u00e0y. Do \u0111\u00f3, c\u00f4ng vi\u1ec7c c\u1ee7a Scrum Master mang t\u00ednh ch\u1ea5t chi\u1ebfn thu\u1eadt ho\u1eb7c v\u1eadn h\u00e0nh \u1edf x\u01b0\u1edfng s\u1ea3n xu\u1ea5t nhi\u1ec1u h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1ec1 timeline, T=0 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn ng\u00e0y b\u1eaft \u0111\u1ea7u c\u1ee7a Sprint s\u1eafp t\u1edbi v\u00e0 T-1 l\u00e0 ng\u00e0y tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u Sprint n\u00e0y. Do \u0111\u00f3, T+1 l\u00e0 ng\u00e0y sau Sprint Planning.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EChu\u1ea9n b\u1ecb cho Sprint Planning\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET-2: \u0110\u1eb7t v\u1ecb tr\u00ed cho s\u1ed1 l\u01b0\u1ee3ng open tickets trong c\u1ed9t “code review” & “ready for acceptance columns.” Y\u00eau c\u1ea7u c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m t\u1eadp trung chuy\u1ec3n tickets sang “Done” tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c v\u1edbi tickets m\u1edbi.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET-1: Y\u00eau c\u1ea7u c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m c\u1eadp nh\u1eadt b\u1ea3ng Sprint. (C\u1ea7n \u0111\u1ed3ng b\u1ed9 h\u00f3a c\u1ea3 b\u1ea3ng Sprint v\u1eadt l\u00fd v\u00e0 online.)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET-1: Ch\u1ea1y Sprint Review. (H\u1ecfi: Ch\u00fang ta \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c Sprint Goal ch\u01b0a v\u00e0 ch\u00fang ta v\u1eabn \u0111ang \u0111i \u0111\u00fang h\u01b0\u1edbng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c product goal trong Sprint s\u1eafp t\u1edbi ch\u1ee9?)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET-1: Ch\u1ea1y Sprint Retrospective. (Ch\u1ecdn c\u00e1c action c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c cho Sprint s\u1eafp t\u1edbi.)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET-1: Nh\u1eafc nh\u1edf c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m v\u1ec1 Sprint Planning ng\u00e0y mai.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_7013\" style=\"width: 1221px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7013\" class=\"wp-image-7013 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3.png\" alt=\"Hi\u1ec3u t\u1ed5ng quan v\u1ec1 Sprint Planning tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u\" width=\"1211\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3.png 1211w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-300x178.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1024x609.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-768x457.png 768w\" sizes=\"(max-width: 1211px) 100vw, 1211px\" \/\u003E\u003Cp id=\"caption-attachment-7013\" class=\"wp-caption-text\"\u003EHi\u1ec3u t\u1ed5ng quan v\u1ec1 Sprint Planning tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ETrong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n Sprint Planning\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: B\u1eaft \u0111\u1ea7u Sprint Planning b\u1eb1ng c\u00e1ch chia s\u1ebb phi\u00ean Zoom cho nh\u1eefng th\u00e0nh vi\u00ean trong nh\u00f3m kh\u00f4ng th\u1ec3 tr\u1ef1c ti\u1ebfp tham gia Sprint Planning.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: D\u1ecdn d\u1eb9p (c\u00e1c) b\u1ea3ng c\u0169 v\u1edbi to\u00e0n b\u1ed9 Scrum Team b\u1eb1ng c\u00e1ch xem l\u1ea1i b\u1ea3ng, ki\u1ec3m tra tr\u1ea1ng th\u00e1i c\u1ee7a t\u1eebng ticket v\u00e0 di chuy\u1ec3n c\u00e1c ticket n\u1ebfu c\u1ea7n. \u0110\u1ed3ng b\u1ed9 offline board v\u1edbi Jira board. (Nh\u00f3m lu\u00f4n g\u1eb7p kh\u00f3 kh\u0103n khi tr\u1ea3 l\u1eddi m\u1ed9t c\u00e2u h\u1ecfi \u0111\u01a1n gi\u1ea3n: B\u1ea3ng n\u00e0o d\u1eabn \u0111\u1ea7u? V\u1edbi c\u00e1c th\u00e0nh vi\u00ean trong team remote, l\u1ebd ra \u0111\u00f3 ph\u1ea3i l\u00e0 Jira board.)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: Th\u1ea3o lu\u1eadn v\u1ec1 kh\u1ea3 n\u0103ng lan t\u1ecfa: Nh\u1eefng items Product Backlog ch\u01b0a ho\u00e0n th\u00e0nh \u0111\u00f3 c\u00f3 c\u00f2n gi\u00e1 tr\u1ecb kh\u00f4ng? (S\u1ef1 lan t\u1ecfa l\u00e0 m\u1ed9t th\u01b0\u1edbc \u0111o ph\u00f9 h\u1ee3p c\u1ee7a nh\u00f3m v\u00e0 l\u00e0 m\u1ed9t ch\u1ee7 \u0111\u1ec1 hay cho bu\u1ed5i C\u1ea3i ti\u1ebfn. N\u1ebfu t\u00ecnh tr\u1ea1ng lan t\u1ecfa v\u1eabn ti\u1ebfp di\u1ec5n trong m\u1ed9t s\u1ed1 Sprint, \u0111i\u1ec1u n\u00e0y s\u1ebd g\u00e2y ra nhi\u1ec1u cu\u1ed9c th\u1ea3o lu\u1eadn kh\u00e1c nhau trong nh\u00f3m, v\u00ed d\u1ee5:\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u00edch th\u01b0\u1edbc c\u1ee7a c\u00e1c items Product Backlog c\u00f3 \u0111\u00fang kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c s\u00e0ng l\u1ecdc c\u00e1c items Product Backlog c\u00f3 \u0111\u1ea7y \u0111\u1ee7 kh\u00f4ng? Ch\u00fang ta v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t nh\u00f3m c\u00f3 hi\u1ec3u bi\u1ebft chung v\u1ec1 c\u00e1c c\u00e2u h\u1ecfi why, what v\u00e0 how hay kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00e0 cu\u1ed1i c\u00f9ng: Kanban c\u00f3 ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi nh\u00f3m kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: N\u1ebfu c\u00e1c item trong Product Backlog \u0111\u01b0\u1ee3c ho\u00e0n t\u00e1c s\u1ebd kh\u00f4ng tr\u00e0n sang Sprint s\u1eafp t\u1edbi th\u00ec h\u00e3y chuy\u1ec3n ch\u00fang sang Product Backlog ho\u1eb7c x\u00f3a\/l\u01b0u tr\u1eef ch\u00fang.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: N\u1ebfu ch\u01b0a c\u00f3, h\u00e3y t\u1ea1o “Sprint” m\u1edbi trong Jira.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: \u0110\u00f3ng Sprint tr\u01b0\u1edbc \u0111\u00f3:\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDi chuy\u1ec3n t\u1ea5t c\u1ea3 c\u00e1c items c\u1ee7a Product Backlog s\u1ebd tr\u00e0n v\u00e0o c\u00e1c buckets ph\u00f9 h\u1ee3p, v\u00ed d\u1ee5: Upcoming Sprint ho\u1eb7c Product Backlog.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00f3a physical board kh\u1ecfi c\u00e1c tickets c\u0169 c\u1ee7a Sprint tr\u01b0\u1edbc.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: B\u1eaft \u0111\u1ea7u k\u1ebf ho\u1ea1ch Sprint ti\u1ebfp theo:\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi t\u01b0 c\u00e1ch l\u00e0 Scrum Team, h\u00e3y t\u00ecm hi\u1ec3u n\u0103ng l\u1ef1c hi\u1ec7n c\u00f3 c\u1ee7a nh\u00f3m: Ai c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p c\u00f4ng vi\u1ec7c trong su\u1ed1t Sprint ti\u1ebfp theo?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EY\u00eau c\u1ea7u Product Owner chia s\u1ebb business objective m\u00e0 Sprint s\u1eafp t\u1edbi s\u1ebd ho\u00e0n th\u00e0nh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m cho n\u0103ng l\u1ef1c c\u1ee7a Team Scrum ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau kinh doanh c\u1ee7a Product Owner: \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ef1c t\u1ebf kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu business objective v\u00e0 n\u0103ng l\u1ef1c c\u1ee7a nh\u00f3m kh\u00f4ng ph\u00f9 h\u1ee3p, h\u00e3y th\u1eed lo\u1ea1i b\u1ecf ph\u1ea1m vi Sprint.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu nh\u00f3m kh\u00f4ng th\u1ec3 ho\u00e0n th\u00e0nh m\u1ee5c ti\u00eau kinh doanh \u0111\u00e3 \u0111\u1ec1 xu\u1ea5t, h\u00e3y y\u00eau c\u1ea7u Product Owner \u0111\u01b0a ra m\u1ee5c ti\u00eau th\u1ef1c t\u1ebf.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETi\u1ebfn h\u00e0nh c\u1ed9ng t\u00e1c v\u00e0 t\u1ea1o Sprint Goal.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDevelopment Team ch\u1ecdn c\u00e1c item Product Backlog c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u00e1p \u1ee9ng Sprint Goal.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ecfi team m\u00ecnh xem li\u1ec7u scope of work c\u00f3 \u0111\u1ec3 l\u1ea1i th\u1eddi gian r\u1ea3nh r\u1ed7i \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 kh\u00f4ng mong mu\u1ed1n hay kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ecfi team li\u1ec7u scope of work c\u00f3 cung c\u1ea5p kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft technical debt v\u00e0 bugs.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum Team t\u1ea1o c\u00e1c tickets cho physical board. (\u0110\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 m\u00e3 m\u00e0u cho c\u00e1c lo\u1ea1i stickies kh\u00e1c nhau; c\u00e1c \u0111\u1ed9t bi\u1ebfn, user stories, technical tasks, sub-tasks v\u00e0 bugs \u0111\u1ec1u c\u00f3 m\u00e0u s\u1eafc kh\u00e1c nhau r\u00f5 r\u00e0ng.)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: Ch\u1ea1y kh\u1ea3o s\u00e1t Sprint \u1ea9n danh v\u1ec1 Sprint tr\u01b0\u1edbc \u0111\u00f3. (Sprint survey bao g\u1ed3m b\u1ed1n c\u00e2u h\u1ecfi: 1. Ch\u00fang ta c\u00f3 mang l\u1ea1i gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng trong Sprint g\u1ea7n \u0111\u00e2y kh\u00f4ng? 2. M\u1ee9c technical debt c\u00f3 thay \u0111\u1ed5i trong Sprint v\u1eeba qua kh\u00f4ng? 3. B\u1ea1n c\u00f3 mu\u1ed1n gi\u1edbi thi\u1ec7u m\u1ed9t c\u00f4ng vi\u1ec7c t\u1ed1t t\u1ea1i t\u1ed5 ch\u1ee9c n\u00e0y kh\u00f4ng? 4. C\u00e1 nh\u00e2n b\u1ea1n c\u1ea3m th\u1ea5y th\u1ebf n\u00e0o v\u1ec1 t\u00ecnh h\u00ecnh c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh?)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=0: T\u00f3m t\u1eaft k\u1ebft qu\u1ea3 c\u1ee7a bu\u1ed5i Sprint Retrospective tr\u01b0\u1edbc \u0111\u00f3 v\u00e0 c\u1eadp nh\u1eadt Sprint board m\u1edbi v\u1edbi c\u00e1c action items. (Team Scrum \u0111\u00e3 th\u00f4ng b\u00e1o m\u1ed9t c\u00e1ch c\u1edfi m\u1edf v\u1ec1 Retrospective result c\u1ee7a h\u1ecd.)\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_7015\" style=\"width: 865px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7015\" class=\"wp-image-7015 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-7.jpg\" alt=\"C\u00e1c ho\u1ea1t \u0111\u1ed9ng n\u1ed5i b\u1eadt trong qu\u00e1 tr\u00ecnh Sprint Planning\" width=\"855\" height=\"480\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-7.jpg 855w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-7-300x168.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-7-768x431.jpg 768w\" sizes=\"(max-width: 855px) 100vw, 855px\" \/\u003E\u003Cp id=\"caption-attachment-7015\" class=\"wp-caption-text\"\u003EC\u00e1c ho\u1ea1t \u0111\u1ed9ng n\u1ed5i b\u1eadt trong qu\u00e1 tr\u00ecnh Sprint Planning\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ESau khi th\u1ef1c hi\u1ec7n Sprint Planning\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=+1: \u0110\u1ed3ng b\u1ed9 offline board v\u1edbi online board. (Team g\u1eb7p kh\u00f3 kh\u0103n khi x\u1eed l\u00fd c\u00e1c c\u00f4ng vi\u1ec7c h\u00e0nh ch\u00ednh. H\u01a1n n\u1eefa, do hi\u1ec3u sai vai tr\u00f2 c\u1ee7a Scrum Master n\u00ean vi\u1ec7c \u0111\u1ed3ng b\u1ed9 h\u00f3a c\u00e1c board th\u01b0\u1eddng b\u1ecb coi l\u00e0 nhi\u1ec7m v\u1ee5 c\u1ee7a Scrum Master.)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=+1: B\u1eaft \u0111\u1ea7u thu th\u1eadp d\u1eef li\u1ec7u cho Sprint Retrospective s\u1eafp t\u1edbi, ch\u1eb3ng h\u1ea1n b\u1eb1ng c\u00e1ch thi\u1ebft l\u1eadp Sprint mailbox.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=+2: Vui l\u00f2ng nh\u1eafc nh\u1edf c\u00e1c th\u00e0nh vi\u00ean trong team tham gia kh\u1ea3o s\u00e1t Sprint n\u1ed5i b\u1eadt. (S\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi tham gia t\u1ed1i thi\u1ec3u l\u00e0 8 trong s\u1ed1 8 developer c\u1ed9ng v\u1edbi hai business analysts, Product Owner v\u00e0 Scrum Master.)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET=+3: C\u00f4ng b\u1ed1 k\u1ebft qu\u1ea3 kh\u1ea3o s\u00e1t Sprint c\u1ee7a Sprint tr\u01b0\u1edbc.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_7014\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7014\" class=\"wp-image-7014 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1.png\" alt=\"Input v\u00e0 output Sprint Planning\" width=\"1024\" height=\"768\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-300x225.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-768x576.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-7014\" class=\"wp-caption-text\"\u003EInput v\u00e0 output Sprint Planning\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e3y coi Sprint Planning Checklist nh\u01b0 m\u1ed9t c\u00f4ng vi\u1ec7c \u0111ang \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh c\u1ea7n \u0111\u01b0\u1ee3c xem l\u1ea1i v\u00e0 \u0111i\u1ec1u ch\u1ec9nh th\u01b0\u1eddng xuy\u00ean. V\u1ec1 ph\u01b0\u01a1ng di\u1ec7n n\u00e0y, Scrum checklists kh\u00f4ng qu\u00e1 kh\u00e1c bi\u1ec7t, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c th\u1ecfa thu\u1eadn l\u00e0m vi\u1ec7c ho\u1eb7c \u0111\u1ecbnh ngh\u0129a c\u1ee7a “Done”. Theo d\u00f5i Cole v\u00e0 tham gia th\u00eam c\u00e1c \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc business analyst \u003C\/strong\u003E\u003C\/a\u003E\u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c ki\u1ebfn th\u1ee9c hay v\u1ec1 l\u0129nh v\u1ef1c l\u1eadp tr\u00ecnh v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: T\u1ed5ng quan v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/cots-commercial-off-the-shelf\/\"\u003ECOTS \u2013 Commercial-Off-The-Shelf\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cdiv class=\"fullwidth-post blog-post main-list\"\u003E\n\u003Cdiv class=\"post-content\"\u003E\u003C\/div\u003E\n\u003C\/div\u003E\n","post_excerpt":"Sprint Planning Checklist l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch n\u1ebfu \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u1edf c\u1ea5p \u0111\u1ed9 v\u1eadn h\u00e0nh, gi\u00fap gi\u1ea3m t\u1ea3i \u00e1p l\u1ef1c c\u1ee7a b\u1ea1n v\u00e0 gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 ph\u00e2n b\u1ed5 th\u1eddi gian cho c\u00e1c c\u00f4ng vi\u1ec7c ph\u00f9 h\u1ee3p h\u01a1n. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 v\u1ec1 Sprint Planning […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5.png"},{"ID":7001,"post_title":"T\u1ed5ng quan v\u1ec1 COTS – Commercial-Off-The-Shelf","post_date":"11\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cots-commercial-off-the-shelf\"\u003ECOTS\u003C\/a\u003E\u003C\/strong\u003E l\u00e0 g\u00ec? Khi \u0111\u00e1nh gi\u00e1 thi\u1ebft b\u1ecb \u0111\u1ec3 s\u1eed d\u1ee5ng trong m\u1ed9t \u1ee9ng d\u1ee5ng, kh\u00e1ch h\u00e0ng th\u01b0\u1eddng c\u00f3 s\u1ef1 l\u1ef1a ch\u1ecdn gi\u1eefa c\u00e1c s\u1ea3n ph\u1ea9m th\u01b0\u01a1ng m\u1ea1i (ti\u00eau chu\u1ea9n) ho\u1eb7c s\u1ea3n ph\u1ea9m t\u00f9y ch\u1ec9nh. M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u1ee5c v\u1ee5 b\u1edfi c\u00e1c s\u1ea3n ph\u1ea9m ti\u00eau chu\u1ea9n, trong khi nh\u1eefng \u1ee9ng d\u1ee5ng kh\u00e1c c\u00f3 nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ea7n c\u00f3 gi\u1ea3i ph\u00e1p t\u00f9y ch\u1ec9nh. T\u00ecm hi\u1ec3u v\u1ec1 COTS trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 v\u1ea5n \u0111\u1ec1 n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ECOTS l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECOTS, vi\u1ebft t\u1eaft c\u1ee7a Commercial-Off-The-Shelf – s\u1ea3n ph\u1ea9m th\u01b0\u01a1ng m\u1ea1i s\u1eb5n c\u00f3, l\u00e0 c\u00e1ch g\u1ecdi m\u1ed9t s\u1ea3n ph\u1ea9m ti\u00eau chu\u1ea9n \u0111\u00e3 t\u1ed3n t\u1ea1i v\u00e0 c\u00f3 s\u1eb5n t\u1eeb c\u00e1c ngu\u1ed3n cung ph\u1ea7n m\u1ec1m th\u01b0\u01a1ng m\u1ea1i. C\u00e1c s\u1ea3n ph\u1ea9m COTS \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 d\u1ec5 d\u00e0ng c\u00e0i \u0111\u1eb7t v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c th\u00e0nh ph\u1ea7n h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t s\u1ed1 l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng s\u1ea3n ph\u1ea9m COTS l\u00e0 chi ph\u00ed th\u1ea5p h\u01a1n, gi\u1ea3m th\u1eddi gian ph\u00e1t tri\u1ec3n, \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi nhanh h\u01a1n v\u00e0 gi\u1ea3m chi ph\u00ed v\u00f2ng \u0111\u1eddi nh\u1edd s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m s\u1eb5n c\u00f3 m\u1edbi nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_7002\" style=\"width: 990px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7002\" class=\"wp-image-7002 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1.jpg\" alt=\"Hi\u1ec3u v\u1ec1 s\u1ea3n ph\u1ea9m Commercial-Off-The-Shelf\" width=\"980\" height=\"740\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1.jpg 980w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-300x227.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-768x580.jpg 768w\" sizes=\"(max-width: 980px) 100vw, 980px\" \/\u003E\u003Cp id=\"caption-attachment-7002\" class=\"wp-caption-text\"\u003EHi\u1ec3u v\u1ec1 s\u1ea3n ph\u1ea9m Commercial-Off-The-Shelf\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u1ee3i \u00edch m\u00e0 COTS mang l\u1ea1i\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c s\u1eed d\u1ee5ng COTS cho ph\u00e9p product developer t\u1eadn d\u1ee5ng nh\u1eefng ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 giao d\u1ecbch nhanh ch\u00f3ng h\u01a1n xu\u1ea5t ph\u00e1t t\u1eeb \u00e1p l\u1ef1c c\u1ea1nh tranh c\u1ee7a th\u1ecb tr\u01b0\u1eddng th\u01b0\u01a1ng m\u1ea1i c\u0169ng nh\u01b0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a DoD & c\u00e1c c\u01a1 quan ch\u00ednh ph\u1ee7. Vi\u1ec7c s\u1eed d\u1ee5ng nh\u1eefng v\u1eadt ph\u1ea9m n\u00e0y c\u00f3 th\u1ec3 gi\u1ea3m thi\u1ec3u ho\u1eb7c lo\u1ea1i b\u1ecf nhu c\u1ea7u v\u1ec1 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n t\u1ed1n k\u00e9m, t\u1ed1n th\u1eddi gian do ch\u00ednh ph\u1ee7 t\u00e0i tr\u1ee3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng COTS c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3m chi ph\u00ed.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3m th\u1eddi gian ph\u00e1t tri\u1ec3n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECho ph\u00e9p ch\u00e8n c\u00f4ng ngh\u1ec7 m\u1edbi nhanh h\u01a1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3m chi ph\u00ed v\u00f2ng \u0111\u1eddi b\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u01a1 s\u1edf c\u00f4ng nghi\u1ec7p, th\u01b0\u01a1ng m\u1ea1i s\u1eb5n c\u00f3 m\u1edbi nh\u1ea5t.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_7003\" style=\"width: 1730px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7003\" class=\"wp-image-7003 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1.png\" alt=\"L\u1ee3i \u00edch c\u1ee7a COTS\" width=\"1720\" height=\"884\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1.png 1720w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-300x154.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1024x526.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-768x395.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1-1536x789.png 1536w\" sizes=\"(max-width: 1720px) 100vw, 1720px\" \/\u003E\u003Cp id=\"caption-attachment-7003\" class=\"wp-caption-text\"\u003EL\u1ee3i \u00edch c\u1ee7a COTS\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u1ea5t l\u1ee3i khi s\u1eed d\u1ee5ng COTS\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProgram Manager (PM) v\u00e0 nh\u00e2n vi\u00ean ph\u00e1t tri\u1ec3n s\u1ebd v\u1eabn ph\u1ea3i tr\u1ea3i qua qu\u00e1 tr\u00ecnh ki\u1ec3m tra v\u00e0 \u0111\u00e1nh gi\u00e1 th\u00f4ng th\u01b0\u1eddng \u0111\u1ec3 x\u00e1c minh r\u1eb1ng s\u1ea3n ph\u1ea9m COTS v\u1eabn c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u c\u1ee7a h\u1ec7 th\u1ed1ng t\u1ed5ng th\u1ec3. Ch\u1ec9 v\u00ec gi\u1ea3i ph\u00e1p COTS \u0111\u01b0\u1ee3c \u01b0u ti\u00ean h\u01a1n n\u00ean trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, n\u00f3 s\u1ebd kh\u00f4ng \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau d\u1ef1 ki\u1ebfn \u200b\u200bc\u1ee7a h\u1ec7 th\u1ed1ng. M\u1ed9t s\u1ed1 b\u1ea5t l\u1ee3i khi s\u1eed d\u1ee5ng COTS c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u00e0nh ph\u1ea7n COTS c\u00f3 \u0111\u1ee7 b\u1ec1n \u0111\u1ec3 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u v\u1ec1 tu\u1ed5i th\u1ecd s\u1eed d\u1ee5ng kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u00e0nh ph\u1ea7n \u0111\u1ed9c quy\u1ec1n n\u00e0o trong s\u1ea3n ph\u1ea9m COTS kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThi\u1ebfu s\u1ef1 s\u1eb5n s\u00e0ng c\u1ee7a provider \u0111\u1ec3 cung c\u1ea5p t\u1ea5t c\u1ea3 c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt thi\u1ebft k\u1ebf do l\u00fd do v\u1ec1 quy\u1ec1n s\u1edf h\u1eefu tr\u00ed tu\u1ec7\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c lo\u1ea1i th\u1ecfa thu\u1eadn c\u1ea5p ph\u00e9p\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELi\u1ec7u c\u00f3 \u0111\u1ee7 s\u1ea3n ph\u1ea9m COTS \u0111\u1ec3 tr\u1edf th\u00e0nh nh\u00e0 cung c\u1ea5p b\u1ec1n v\u1eefng kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c t\u00ecm c\u00e1c parks c\u00f3 th\u1ec3 thay th\u1ebf cho s\u1ea3n ph\u1ea9m COTS kh\u00f3 \u0111\u1ebfn m\u1ee9c n\u00e0o?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 \u0111\u1ee7 providers \u0111\u1ee7 ti\u00eau chu\u1ea9n cho s\u1ea3n ph\u1ea9m COTS kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ea3n ph\u1ea9m COTS c\u00f3 y\u00eau c\u1ea7u s\u1eeda \u0111\u1ed5i kh\u00f4ng v\u00e0 chi ph\u00ed bao nhi\u00eau?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_7005\" style=\"width: 1730px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7005\" class=\"wp-image-7005 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1.png\" alt=\"Nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a COTS\" width=\"1720\" height=\"884\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1.png 1720w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-300x154.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1024x526.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-768x395.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1536x789.png 1536w\" sizes=\"(max-width: 1720px) 100vw, 1720px\" \/\u003E\u003Cp id=\"caption-attachment-7005\" class=\"wp-caption-text\"\u003ENh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a COTS\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ES\u1eeda \u0111\u1ed5i \u0111\u1ed1i v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m Off-The-Shelf s\u1eb5n c\u00f3 tr\u00ean th\u1ecb tr\u01b0\u1eddng (COTS)\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c s\u1eeda \u0111\u1ed5i c\u00e1c s\u1ea3n ph\u1ea9m COTS c\u00f3 th\u1ec3 l\u00e0m m\u1ea5t \u0111i m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng COTS ngay t\u1eeb \u0111\u1ea7u. Vi\u1ec7c s\u1eeda \u0111\u1ed5i d\u1eabn \u0111\u1ebfn c\u00f3 th\u1ec3 khi\u1ebfn s\u1ea3n ph\u1ea9m m\u1ea5t kh\u1ea3 n\u0103ng cho providers n\u00e2ng c\u1ea5p s\u1ea3n ph\u1ea9m ho\u1eb7c t\u00ecm c\u00e1c b\u1ed9 ph\u1eadn thay th\u1ebf ph\u00f9 h\u1ee3p. Vi\u1ec7c s\u1eeda \u0111\u1ed5i c\u00e1c items COTS c\u00f3 th\u1ec3 t\u1ed1n k\u00e9m nh\u01b0ng k\u1ecbp th\u1eddi h\u01a1n so v\u1edbi vi\u1ec7c ph\u00e1t tri\u1ec3n m\u1ed9t s\u1ea3n ph\u1ea9m m\u1edbi t\u1eeb \u0111\u1ea7u. H\u1ea7u h\u1ebft c\u00e1c providers c\u0169ng kh\u00f4ng \u1ee7ng h\u1ed9 vi\u1ec7c s\u1eeda \u0111\u1ed5i s\u1ea3n ph\u1ea9m c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110\u00e1nh gi\u00e1 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m Commercial off-the-shelf\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProgram Manager v\u00e0 development team n\u00ean th\u1ef1c hi\u1ec7n th\u1ea9m \u0111\u1ecbnh khi quy\u1ebft \u0111\u1ecbnh c\u00f3 s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m COTS trong h\u1ec7 th\u1ed1ng c\u1ee7a h\u1ecd hay kh\u00f4ng. COTS r\u1ea5t h\u1ea5p d\u1eabn \u0111\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c developer v\u00ec ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 ti\u1ebfn \u0111\u1ed9 nh\u01b0ng v\u1ec1 l\u00e2u d\u00e0i ch\u00fang c\u00f3 th\u1ec3 c\u00f3 gi\u00e1 cao h\u01a1n. V\u00ec v\u1eady, khi \u0111\u00e1nh gi\u00e1 s\u1ea3n ph\u1ea9m COTS, h\u00e3y c\u1ed1 g\u1eafng hi\u1ec3u:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChi ph\u00ed v\u00f2ng \u0111\u1eddi t\u1ed5ng th\u1ec3 c\u1ee7a s\u1ea3n ph\u1ea9m COTS l\u00e0 bao nhi\u00eau?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ea3n ph\u1ea9m COTS s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong m\u00f4i tr\u01b0\u1eddng d\u1ef1 \u0111\u1ecbnh l\u00e0 g\u00ec v\u00e0 n\u00f3 c\u00f3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho m\u00f4i tr\u01b0\u1eddng n\u00e0y kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 \u0111\u1ee7 t\u00e0i li\u1ec7u thi\u1ebft k\u1ebf v\u1ec1 s\u1ea3n ph\u1ea9m COTS \u0111\u1ec3 hi\u1ec3u li\u1ec7u n\u00f3 c\u00f3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 b\u1ea5t k\u1ef3 v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn quy\u1ec1n s\u1edf h\u1eefu n\u01b0\u1edbc ngo\u00e0i n\u00e0o v\u1edbi s\u1ea3n ph\u1ea9m kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 v\u1ea5n \u0111\u1ec1 g\u00ec v\u1ec1 kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 v\u1edbi s\u1ea3n ph\u1ea9m COTS?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQuy\u1ec1n s\u1edf h\u1eefu tr\u00ed tu\u1ec7 l\u00e0 g\u00ec?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 kh\u1ea3 n\u0103ng s\u1eeda \u0111\u1ed5i ph\u1ea7n c\u1ee9ng ho\u1eb7c ph\u1ea7n m\u1ec1m COTS kh\u00f4ng v\u00e0 c\u00f3 kh\u00f3 kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u1ea7y \u0111\u1ee7 c\u00e1c s\u1ea3n ph\u1ea9m COTS kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_7006\" style=\"width: 990px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7006\" class=\"wp-image-7006 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3.jpg\" alt=\"C\u00e1c \u1ee9ng \u1ee9ng d\u1ee5ng t\u00edch h\u1ee3p vi\u1ec7c s\u1eed d\u1ee5ng COTS\" width=\"980\" height=\"600\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3.jpg 980w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3-300x184.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3-768x470.jpg 768w\" sizes=\"(max-width: 980px) 100vw, 980px\" \/\u003E\u003Cp id=\"caption-attachment-7006\" class=\"wp-caption-text\"\u003EC\u00e1c \u1ee9ng \u1ee9ng d\u1ee5ng t\u00edch h\u1ee3p vi\u1ec7c s\u1eed d\u1ee5ng COTS\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EChi\u1ebfn l\u01b0\u1ee3c ph\u00e1t tri\u1ec3n m\u1ed9t s\u1ea3n ph\u1ea9m Commercial off-the-shelf\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProgram Manager n\u00ean s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m COTS v\u1edbi kh\u1ea3 n\u0103ng t\u1ed1t nh\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u. M\u1ed9t ph\u1ea7n c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c mua l\u1ea1i ph\u1ea3i gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m COTS v\u00e0 c\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft.\u003C\/span\u003E\u003C\/p\u003E\n\u003Col\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c y\u00eau c\u1ea7u \u0111\u1ec3 s\u1eed d\u1ee5ng s\u1ea3n ph\u1ea9m COTS l\u00e0 g\u00ec?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh \u0111\u00fang nhu c\u1ea7u v\u1ec1 d\u1eef li\u1ec7u COTS.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 t\u00ednh kh\u1ea3 thi v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng COTS v\u00e0 NDI trong h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1t tri\u1ec3n thi\u1ebft k\u1ebf ki\u1ebfn \u200b\u200btr\u00fac h\u1ec7 th\u1ed1ng m\u1edf \u0111\u1ec3 th\u00fac \u0111\u1ea9y vi\u1ec7c s\u1eed d\u1ee5ng COTS.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c nghi\u00ean c\u1ee9u th\u01b0\u01a1ng m\u1ea1i thi\u1ebft k\u1ebf COTS.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EY\u00eau c\u1ea7u x\u00e1c minh danh t\u00ednh cho COTS.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh c\u00e1c y\u00eau c\u1ea7u v\u1ec1 kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 cho c\u00e1c items COTS.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGhi l\u1ea1i vi\u1ec7c s\u1eed d\u1ee5ng COTS.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ol\u003E\n\u003Cdiv id=\"attachment_7004\" style=\"width: 1466px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-7004\" class=\"wp-image-7004 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-1.jpg\" alt=\"Ph\u00e1t tri\u1ec3n m\u1ed9t s\u1ea3n ph\u1ea9m Commercial off-the-shelf\" width=\"1456\" height=\"1200\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-1.jpg 1456w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-1-300x247.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-1-1024x844.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-1-768x633.jpg 768w\" sizes=\"(max-width: 1456px) 100vw, 1456px\" \/\u003E\u003Cp id=\"caption-attachment-7004\" class=\"wp-caption-text\"\u003EPh\u00e1t tri\u1ec3n m\u1ed9t s\u1ea3n ph\u1ea9m Commercial off-the-shelf\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EChuy\u1ec7n g\u00ec x\u1ea3y ra v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m Commercial off-the-shelf (COTS) \u0111\u00e3 l\u1ed7i th\u1eddi?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECommercial off-the-shelf (COTS) l\u1ed7i th\u1eddi l\u00e0 khi c\u00e1c s\u1ea3n ph\u1ea9m COTS c\u00f3 th\u1ec3 tr\u1edf n\u00ean l\u1ed7i th\u1eddi ho\u1eb7c kh\u00f4ng c\u00f2n kh\u1ea3 d\u1ee5ng trong t\u01b0\u01a1ng lai. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 g\u00e2y kh\u00f3 kh\u0103n cho project managers v\u00e0 designers s\u1eed d\u1ee5ng c\u00e1c t\u00f9y ch\u1ecdn COTS trong d\u1ef1 \u00e1n c\u1ee7a h\u1ecd. Khi s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 COTS, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i xem x\u00e9t v\u00f2ng \u0111\u1eddi c\u1ee7a s\u1ea3n ph\u1ea9m, s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a nh\u00e0 cung c\u1ea5p v\u00e0 c\u00e1c xu h\u01b0\u1edbng trong ng\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu m\u1ed9t h\u1ec7 th\u1ed1ng tr\u1edf n\u00ean l\u1ed7i th\u1eddi, project managers n\u00ean s\u1eb5n s\u00e0ng cung c\u1ea5p tr\u1ee3 gi\u00fap t\u00f9y ch\u1ec9nh ho\u1eb7c x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng m\u1edbi \u0111\u1ec3 thay th\u1ebf n\u00f3. \u0110\u1ec3 gi\u1ea3m r\u1ee7i ro v\u1ec1 s\u1ef1 l\u1ed7i th\u1eddi c\u1ee7a COTS, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i gi\u1eef li\u00ean l\u1ea1c v\u1edbi provider, theo d\u00f5i ch\u1eb7t ch\u1ebd c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt s\u1ea3n ph\u1ea9m v\u00e0 chu\u1ea9n b\u1ecb s\u1eb5n c\u00e1c k\u1ebf ho\u1ea1ch d\u1ef1 ph\u00f2ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETheo d\u00f5i Cole v\u00e0 tham gia kh\u00f3a \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Eh\u1ecdc business analyst\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c ki\u1ebfn th\u1ee9c m\u1edbi nh\u1ea5t v\u1ec1 l\u1eadp tr\u00ecnh v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u!\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/agile-va-scrum\/\"\u003EAgile v\u00e0 Scrum\u003C\/a\u003E\u003C\/strong\u003E: \u0111\u00e2u l\u00e0 \u0111i\u1ec3m kh\u00e1c bi\u1ec7t?\u003C\/p\u003E\n","post_excerpt":"COTS l\u00e0 g\u00ec? Khi \u0111\u00e1nh gi\u00e1 thi\u1ebft b\u1ecb \u0111\u1ec3 s\u1eed d\u1ee5ng trong m\u1ed9t \u1ee9ng d\u1ee5ng, kh\u00e1ch h\u00e0ng th\u01b0\u1eddng c\u00f3 s\u1ef1 l\u1ef1a ch\u1ecdn gi\u1eefa c\u00e1c s\u1ea3n ph\u1ea9m th\u01b0\u01a1ng m\u1ea1i (ti\u00eau chu\u1ea9n) ho\u1eb7c s\u1ea3n ph\u1ea9m t\u00f9y ch\u1ec9nh. M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u1ee5c v\u1ee5 b\u1edfi c\u00e1c s\u1ea3n ph\u1ea9m ti\u00eau chu\u1ea9n, trong khi nh\u1eefng \u1ee9ng d\u1ee5ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-4.jpg"},{"ID":6989,"post_title":"Agile v\u00e0 Scrum: \u0111\u00e2u l\u00e0 \u0111i\u1ec3m kh\u00e1c bi\u1ec7t?","post_date":"10\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/agile-va-scrum\"\u003E\u003Cstrong\u003EAgile v\u00e0 Scrum\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 hai trong s\u1ed1 nh\u1eefng c\u00e1ch ti\u1ebfp c\u1eadn ph\u1ed5 bi\u1ebfn nh\u1ea5t cho c\u00e1c lo\u1ea1i d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u Scrum v\u00e0 Agile c\u00f3 \u00fd ngh\u0129a g\u00ec trong qu\u1ea3n l\u00fd d\u1ef1 \u00e1n, ch\u00fang kh\u00e1c nhau nh\u01b0 th\u1ebf n\u00e0o v\u00e0 c\u00e1ch ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00f9 h\u1ee3p cho d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAgile l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAgile l\u00e0 m\u1ed9t ph\u01b0\u01a1ng \u00e1n qu\u1ea3n l\u00fd d\u1ef1 \u00e1n s\u1eed d\u1ee5ng m\u1ed9t b\u1ed9 nguy\u00ean t\u1eafc v\u00e0 gi\u00e1 tr\u1ecb \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00f3m ph\u1ea7n m\u1ec1m ph\u1ea3n \u1ee9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i. C\u00e1c Agile team \u0111\u00e1nh gi\u00e1 cao t\u00ednh c\u00e1 nh\u00e2n v\u00e0 s\u1ef1 t\u01b0\u01a1ng t\u00e1c h\u01a1n c\u00e1c quy tr\u00ecnh v\u00e0 c\u00f4ng c\u1ee5, working software h\u01a1n l\u00e0 documentation to\u00e0n di\u1ec7n, s\u1ef1 c\u1ed9ng t\u00e1c c\u1ee7a kh\u00e1ch h\u00e0ng h\u01a1n l\u00e0 \u0111\u00e0m ph\u00e1n tr\u00ean h\u1ee3p \u0111\u1ed3ng v\u00e0 ph\u1ea3n h\u1ed3i thay \u0111\u1ed5i theo k\u1ebf ho\u1ea1ch. Nh\u1eefng gi\u00e1 tr\u1ecb n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1eb7t ra trong Agile Manifesto c\u00f9ng v\u1edbi 12 nguy\u00ean t\u1eafc \u0111\u1eb1ng sau tuy\u00ean ng\u00f4n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong Agile, ph\u1ea1m vi c\u1ee7a s\u1ea3n ph\u1ea9m r\u1ea5t linh ho\u1ea1t trong khi ngu\u1ed3n l\u1ef1c v\u00e0 th\u1eddi gian l\u00e0 c\u1ed1 \u0111\u1ecbnh. C\u00e1c Agile team cam k\u1ebft cung c\u1ea5p ph\u1ea7n m\u1ec1m \u0111\u00fang th\u1eddi h\u1ea1n v\u1edbi \u0111\u1ed9i ng\u0169 m\u00e0 h\u1ecd c\u00f3 ng\u00e0y h\u00f4m nay. Nh\u1eefng g\u00ec h\u1ecd cung c\u1ea5p l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p linh ho\u1ea1t gi\u1eefa nh\u1eefng g\u00ec h\u1ecd \u0111\u00e3 bi\u1ebft m\u00e0 kh\u00e1ch h\u00e0ng mu\u1ed1n v\u00e0 nh\u1eefng g\u00ec h\u1ecd c\u00f3 th\u1ec3 t\u1ea1o ra trong th\u1eddi gian quy \u0111\u1ecbnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u01afu \u0111i\u1ec3m c\u1ee7a Agile\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c Agile team lu\u00f4n c\u00f3 c\u00e2u h\u1ecfi \u201cwhy\u201d \u0111\u1eb1ng sau nh\u1eefng g\u00ec h\u1ecd l\u00e0m v\u00e0 s\u1ef1 r\u00f5 r\u00e0ng v\u1ec1 c\u00e1ch h\u1ecd th\u1ef1c hi\u1ec7n \u0111i\u1ec1u \u0111\u00f3. C\u00e1c nguy\u00ean t\u1eafc Agile gi\u00fap c\u00e1c nh\u00f3m chia nh\u1ecf c\u00e1c m\u1ee5c ti\u00eau l\u1edbn, \u0111\u1ea7y tham v\u1ecdng th\u00e0nh c\u00e1c kh\u1ed1i c\u00f4ng vi\u1ec7c c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c m\u00e0 h\u1ecd c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n. Agile software developers \u0111\u01b0\u1ee3c ti\u1ebfp th\u00eam s\u1ee9c m\u1ea1nh nh\u1edd v\u00f4 s\u1ed1 c\u00e2u chuy\u1ec7n v\u1ec1 c\u00e1c Agile team nh\u1ecf v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 l\u1edbn s\u1eed d\u1ee5ng ph\u00e2n ph\u1ed1i ki\u1ec3u waterfall.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAgile teams c\u0169ng \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb \u201cagile industrial complex\u201d. C\u00f3 r\u1ea5t nhi\u1ec1u t\u00e0i nguy\u00ean v\u00e0 c\u00f4ng c\u1ee5 d\u00e0nh cho nh\u1eefng ng\u01b0\u1eddi c\u1ea7n h\u1ecdc v\u1ec1 Agile v\u00e0 c\u00f3 c\u1ea3 m\u1ed9t \u0111\u1ed9i ng\u0169 chuy\u00ean gia t\u01b0 v\u1ea5n s\u1eb5n s\u00e0ng tr\u1ee3 gi\u00fap tri\u1ec3n khai.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E \u003C\/p\u003E\n\u003Cdiv id=\"attachment_6990\" style=\"width: 1010px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6990\" class=\"wp-image-6990 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-1.jpg\" alt=\"Nh\u1eefng l\u1ee3i \u00edch Agile mang l\u1ea1i\" width=\"1000\" height=\"700\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-1.jpg 1000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-1-300x210.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-1-768x538.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/\u003E\u003Cp id=\"caption-attachment-6990\" class=\"wp-caption-text\"\u003ENh\u1eefng l\u1ee3i \u00edch Agile mang l\u1ea1i\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ENh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a Agile\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c tu\u00e2n theo c\u00e1c agile principles c\u00f3 th\u1ec3 \u0111\u01b0a b\u1ea1n \u0111\u1ebfn nh\u1eefng n\u01a1i m\u00e0 b\u1ea1n ch\u01b0a t\u1eebng ngh\u0129 m\u00ecnh s\u1ebd \u0111\u1ebfn. Agile gi\u00fap c\u00e1c team thay \u0111\u1ed5i h\u01b0\u1edbng \u0111i d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i c\u1ee7a th\u1ecb tr\u01b0\u1eddng v\u00e0 kh\u00e1ch h\u00e0ng. Theo \u0111u\u1ed5i nh\u1eefng l\u00fd t\u01b0\u1edfng n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 th\u1ea5y r\u1eb1ng team c\u1ee7a m\u00ecnh \u0111\u00e3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c \u0111i\u1ec1u g\u00ec \u0111\u00f3 ho\u00e0n to\u00e0n kh\u00e1c v\u1edbi nh\u1eefng g\u00ec b\u1ea1n \u0111\u1eb7t ra.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t c\u1ea3m gi\u00e1c \u0111\u00e1ng lo ng\u1ea1i v\u00e0 th\u1eadm ch\u00ed b\u1ea1n c\u00f3 th\u1ec3 c\u1ea3m th\u1ea5y thi\u1ebfu \u0111\u1ecbnh h\u01b0\u1edbng khi theo \u0111u\u1ed5i nh\u1eefng con \u0111\u01b0\u1eddng m\u1edbi v\u00e0 l\u00e0m theo ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng theo nh\u1eefng h\u01b0\u1edbng \u0111i m\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6991\" style=\"width: 970px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6991\" class=\"wp-image-6991 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2.png\" alt=\"M\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng Agile\" width=\"960\" height=\"540\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2.png 960w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-768x432.png 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/\u003E\u003Cp id=\"caption-attachment-6991\" class=\"wp-caption-text\"\u003EM\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng Agile\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDo nh\u1eefng outcomes kh\u00e1c nhau n\u00e0y, kh\u00f4ng ph\u1ea3i t\u1ea5t c\u1ea3 c\u00e1c team v\u00e0 c\u00f4ng ty \u0111\u1ec1u c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c theo agile. Nh\u01b0ng nh\u1eefng team ch\u1ecdn c\u00e1ch v\u01b0\u1ee3t qua nh\u1eefng r\u00e0o c\u1ea3n n\u00e0y th\u01b0\u1eddng nh\u1eadn th\u1ea5y r\u1eb1ng cu\u1ed1i c\u00f9ng h\u1ecd c\u00f3 th\u1ec3 cung c\u1ea5p s\u1ea3n ph\u1ea9m t\u1ed1t h\u01a1n cho kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EScrum l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum l\u00e0 m\u1ed9t framework agile gi\u00fap c\u00e1c team s\u1eafp x\u1ebfp c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh th\u00e0nh c\u00e1c chu k\u1ef3 ph\u00e1t tri\u1ec3n ng\u1eafn g\u1ecdi l\u00e0 ch\u1ea1y n\u01b0\u1edbc r\u00fat – sprints. C\u00e1c team Scrum cam k\u1ebft ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c v\u00e0o cu\u1ed1i m\u1ed7i l\u1ea7n sprints v\u00e0 \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh c\u0169ng nh\u01b0 c\u01a1 c\u1ea5u team gi\u00fap h\u1ecd \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1ecbp \u0111\u1ed9 n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum \u0111\u01b0a c\u00e1c agile principles ti\u1ebfn th\u00eam m\u1ed9t b\u01b0\u1edbc n\u1eefa, t\u1ea1o ra c\u1ea5u tr\u00fac gi\u00fap c\u00e1c team th\u1ef1c hi\u1ec7n c\u00e1c agile principles trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y c\u1ee7a h\u1ecd. Scrum l\u00e0 m\u1ed9t agile framework \u0111\u01b0\u1ee3c ghi ch\u00e9p r\u00f5 r\u00e0ng m\u00e0 nhi\u1ec1u team c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng m\u00e0 kh\u00f4ng g\u1eb7p nhi\u1ec1u gi\u00e1n \u0111o\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u01afu \u0111i\u1ec3m c\u1ee7a Scrum\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum teams xu\u1ea5t b\u1ea3n ph\u1ea7n m\u1ec1m \u0111\u00fang th\u1eddi h\u1ea1n. Thay v\u00ec c\u1eadp nh\u1eadt ti\u1ebfn tr\u00ecnh kinh doanh c\u1ee7a b\u1ea1n, b\u1ea1n c\u00f3 th\u1ec3 cho h\u1ecd xem! Khi b\u1ea1n chuy\u1ec3n giao ph\u1ea7n m\u1ec1m, kh\u00e1ch h\u00e0ng s\u1ebd b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng n\u00f3. Nhi\u1ec1u d\u1eef li\u1ec7u s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng h\u01a1n s\u1ebd gi\u00fap b\u1ea1n \u0111\u01b0a ra \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum teams c\u0169ng c\u00f3 xu h\u01b0\u1edbng kh\u1ecfe m\u1ea1nh h\u01a1n, \u00edt b\u1ecb ki\u1ec7t s\u1ee9c v\u00e0 r\u1eddi b\u1ecf h\u01a1n nh\u1eefng nh\u00f3m kh\u00e1c. \u0110i\u1ec1u n\u00e0y l\u00e0 do c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh scrum, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u1eadp k\u1ebf ho\u1ea1ch sprint v\u00e0 nh\u00ecn l\u1ea1i sprint, t\u1eadp trung v\u00e0o vi\u1ec7c gi\u00fap c\u00e1c \u0111\u1ed3ng \u0111\u1ed9i \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6997\" style=\"width: 1741px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6997\" class=\"wp-image-6997 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31.jpg\" alt=\"Nh\u1eefng l\u1ee3i \u00edch Scrum mang l\u1ea1i\" width=\"1731\" height=\"980\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31.jpg 1731w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31-300x170.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31-1024x580.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31-768x435.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31-1536x870.jpg 1536w\" sizes=\"(max-width: 1731px) 100vw, 1731px\" \/\u003E\u003Cp id=\"caption-attachment-6997\" class=\"wp-caption-text\"\u003ENh\u1eefng l\u1ee3i \u00edch Scrum mang l\u1ea1i\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ENh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a Scrum\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn “all-in”. Th\u00e0nh c\u00f4ng b\u1eaft ngu\u1ed3n t\u1eeb vi\u1ec7c b\u1ed5 sung c\u00e1c vai tr\u00f2 m\u1edbi, ch\u1eb3ng h\u1ea1n nh\u01b0 scrum master v\u00e0 vi\u1ec7c s\u1eafp x\u1ebfp l\u1ea1i l\u1ecbch tr\u00ecnh c\u1ee7a m\u1ecdi ng\u01b0\u1eddi theo nh\u1ecbp \u0111\u1ed9 cu\u1ed9c h\u1ecdp \u0111\u00e3 \u0111\u1ecbnh s\u1eb5n. Nhi\u1ec1u teams kh\u00f4ng c\u00f3 \u0111\u1ee7 ngu\u1ed3n l\u1ef1c \u0111\u1ec3 thu\u00ea \u0111\u1ed3ng \u0111\u1ed9i m\u1edbi v\u00e0 th\u1eddi gian cho c\u00e1c cu\u1ed9c h\u1ecdp m\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi c\u00e1c team kh\u00f4ng th\u1ec3 “all-in”, h\u1ecd th\u01b0\u1eddng kh\u00f4ng t\u1eadn d\u1ee5ng \u0111\u01b0\u1ee3c nh\u1eefng l\u1ee3i \u00edch c\u1ee7a scrum. Ngo\u00e0i ra, kh\u00f4ng ph\u1ea3i t\u1ea5t c\u1ea3 c\u00e1c team \u0111\u1ec1u c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c v\u1edbi nh\u1ecbp \u0111\u1ed9 cao nh\u01b0 v\u1eady. K\u1ebft qu\u1ea3 l\u00e0 khi ch\u1ea5t l\u01b0\u1ee3ng b\u1ecb \u1ea3nh h\u01b0\u1edfng, nhi\u1ec1u team th\u1ef1c hi\u1ec7n sprints c\u1ee7a h\u1ecd ng\u00e0y c\u00e0ng d\u00e0i h\u01a1n. Cu\u1ed1i c\u00f9ng, b\u1ea1n quay l\u1ea1i th\u1ef1c hi\u1ec7n m\u00f4 h\u00ecnh waterfall!\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6993\" style=\"width: 970px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6993\" class=\"wp-image-6993 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/41.jpg\" alt=\"M\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng Scrum\" width=\"960\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/41.jpg 960w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/41-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/41-768x576.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/\u003E\u003Cp id=\"caption-attachment-6993\" class=\"wp-caption-text\"\u003EM\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng Scrum\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ES\u1ef1 kh\u00e1c nhau gi\u1eefa Agile v\u00e0 Scrum\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u00ecn b\u1ec1 ngo\u00e0i, c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng hi\u1ec3u t\u1ea1i sao Agile v\u00e0 Scrum th\u01b0\u1eddng b\u1ecb nh\u1ea7m l\u1eabn v\u00ec c\u1ea3 hai \u0111\u1ec1u d\u1ef1a v\u00e0o m\u1ed9t quy tr\u00ecnh l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng th\u01b0\u1eddng xuy\u00ean v\u00e0 ra quy\u1ebft \u0111\u1ecbnh mang t\u00ednh h\u1ee3p t\u00e1c. S\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa Agile v\u00e0 Scrum l\u00e0 trong khi Agile l\u00e0 ph\u01b0\u01a1ng \u00e1n qu\u1ea3n l\u00fd d\u1ef1 \u00e1n s\u1eed d\u1ee5ng m\u1ed9t b\u1ed9 gi\u00e1 tr\u1ecb ho\u1eb7c nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i th\u00ec Scrum l\u00e0 m\u1ed9t ph\u01b0\u01a1ng th\u1ee9c Agile c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra c\u00f2n c\u00f3 nh\u1eefng kh\u00e1c bi\u1ec7t \u0111\u00e1ng ch\u00fa \u00fd kh\u00e1c gi\u1eefa Agile v\u00e0 Scrum:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAgile l\u00e0 m\u1ed9t ph\u01b0\u01a1ng \u00e1n qu\u1ea3n l\u00fd d\u1ef1 \u00e1n, trong khi Scrum l\u00e0 m\u1ed9t trong nh\u1eefng ph\u01b0\u01a1ng th\u1ee9c tri\u1ec3n khai Agile.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum \u0111\u01b0\u1ee3c chia th\u00e0nh c\u00e1c sprints ng\u1eafn h\u01a1n v\u00e0 c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c ph\u00e2n ph\u1ed1i nh\u1ecf h\u01a1n, trong khi \u1edf Agile, m\u1ecdi th\u1ee9 \u0111\u1ec1u \u0111\u01b0\u1ee3c ph\u00e2n ph\u1ed1i v\u00e0o cu\u1ed1i d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAgile bao g\u1ed3m c\u00e1c th\u00e0nh vi\u00ean t\u1eeb nhi\u1ec1u nh\u00f3m ch\u1ee9c n\u0103ng ch\u00e9o kh\u00e1c nhau, trong khi Scrum project team bao g\u1ed3m c\u00e1c vai tr\u00f2 c\u1ee5 th\u1ec3, ch\u1eb3ng h\u1ea1n nh\u01b0 Scrum Master v\u00e0 Product Owner.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6994\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6994\" class=\"wp-image-6994 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1.jpg\" alt=\"S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Agile v\u00e0 Scrum\" width=\"1024\" height=\"341\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-300x100.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1-768x256.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6994\" class=\"wp-caption-text\"\u003ES\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Agile v\u00e0 Scrum\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n nh\u1edb l\u00e0 m\u1eb7c d\u00f9 Scrum l\u00e0 m\u1ed9t ph\u01b0\u01a1ng th\u1ee9c ti\u1ebfp c\u1eadn Agile nh\u01b0ng Agile kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng c\u00f3 ngh\u0129a l\u00e0 Scrum, c\u00f3 nhi\u1ec1u ph\u01b0\u01a1ng th\u1ee9c kh\u00e1c nhau \u00e1p d\u1ee5ng c\u00e1ch ti\u1ebfp c\u1eadn Agile \u0111\u1ec3 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAgile v\u00e0 Scrum: L\u1ef1a ch\u1ecdn n\u00e0o ph\u00f9 h\u1ee3p cho project c\u1ee7a b\u1ea1n?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi b\u1ea1n \u0111\u00e3 hi\u1ec3u r\u00f5 v\u1ec1 Agile v\u00e0 Scrum l\u00e0 g\u00ec c\u0169ng nh\u01b0 c\u00e1ch ch\u00fang ph\u1ed1i h\u1ee3p v\u1edbi nhau, b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u ngh\u0129 \u0111\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p n\u00e0y cho c\u00e1c d\u1ef1 \u00e1n c\u1ee7a ri\u00eang m\u00ecnh. Tuy nhi\u00ean, do s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa hai ph\u01b0\u01a1ng ph\u00e1p n\u00e0y, \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 c\u00e2u h\u1ecfi li\u1ec7u b\u1ea1n n\u00ean \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p Agile hay Scrum.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThay v\u00e0o \u0111\u00f3, n\u1ebfu b\u1ea1n quy\u1ebft \u0111\u1ecbnh r\u1eb1ng c\u00e1ch ti\u1ebfp c\u1eadn Agile ph\u00f9 h\u1ee3p v\u1edbi m\u1ed9t d\u1ef1 \u00e1n c\u1ee5 th\u1ec3, c\u00e2u h\u1ecfi \u0111\u1eb7t ra l\u00e0: B\u1ea1n n\u00ean s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p Agile n\u00e0o? C\u00e2u tr\u1ea3 l\u1eddi c\u00f3 th\u1ec3 l\u00e0 Scrum ho\u1eb7c c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t trong nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p Agile kh\u00e1c hi\u1ec7n c\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 quy\u1ebft \u0111\u1ecbnh xem Agile c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n hay kh\u00f4ng, b\u1ea1n c\u1ea7n xem x\u00e9t c\u00e1c y\u00eau c\u1ea7u v\u00e0 r\u00e0ng bu\u1ed9c c\u1ee5 th\u1ec3 li\u00ean quan. Agile ban \u0111\u1ea7u \u0111\u01b0\u1ee3c t\u1ea1o ra trong b\u1ed1i c\u1ea3nh c\u00e1c d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u00e0 \u0111\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 trong l\u0129nh v\u1ef1c n\u00e0y. V\u1edbi suy ngh\u0129 n\u00e0y, c\u00e1ch ti\u1ebfp c\u1eadn Agile s\u1ebd kh\u00f4ng hi\u1ec7u qu\u1ea3 \u0111\u1ed1i v\u1edbi c\u00e1c d\u1ef1 \u00e1n c\u00f3 ph\u1ea1m vi v\u00e0 y\u00eau c\u1ea7u ph\u00e1t tri\u1ec3n r\u1ea5t nghi\u00eam ng\u1eb7t. Tuy nhi\u00ean, c\u00e1c nguy\u00ean t\u1eafc c\u1ee7a Agile \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u lo\u1ea1i d\u1ef1 \u00e1n kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6996\" style=\"width: 1078px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6996\" class=\"wp-image-6996 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/61.jpg\" alt=\"L\u1ef1a ch\u1ecdn Agile hay Scrum cho d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n\" width=\"1068\" height=\"552\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/61.jpg 1068w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/61-300x155.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/61-1024x529.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/61-768x397.jpg 768w\" sizes=\"(max-width: 1068px) 100vw, 1068px\" \/\u003E\u003Cp id=\"caption-attachment-6996\" class=\"wp-caption-text\"\u003EL\u1ef1a ch\u1ecdn Agile hay Scrum cho d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu c\u00e1ch ti\u1ebfp c\u1eadn Agile ph\u00f9 h\u1ee3p v\u1edbi d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n, th\u00ec b\u1ea1n s\u1ebd c\u1ea7n x\u00e1c \u0111\u1ecbnh xem Scrum c\u00f3 ph\u1ea3i l\u00e0 ph\u01b0\u01a1ng ph\u00e1p Agile t\u1ed1t nh\u1ea5t cho nhu c\u1ea7u v\u00e0 m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 c\u1ee7a b\u1ea1n hay kh\u00f4ng. Scrum th\u01b0\u1eddng ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi c\u00e1c d\u1ef1 \u00e1n kh\u00f4ng c\u00f3 y\u00eau c\u1ea7u r\u00f5 r\u00e0ng, c\u00f3 kh\u1ea3 n\u0103ng thay \u0111\u1ed5i v\u00e0\/ho\u1eb7c y\u00eau c\u1ea7u th\u1eed nghi\u1ec7m th\u01b0\u1eddng xuy\u00ean.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n nh\u1edb l\u00e0 ch\u00eca kh\u00f3a cho m\u1ed9t d\u1ef1 \u00e1n th\u00e0nh c\u00f4ng kh\u00f4ng ch\u1ec9 l\u00e0 ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00f9 h\u1ee3p m\u00e0 c\u00f2n l\u00e0 th\u1ef1c hi\u1ec7n ph\u01b0\u01a1ng ph\u00e1p \u0111\u00f3 m\u1ed9t c\u00e1ch kh\u00e9o l\u00e9o. \u0110\u1ec3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi s\u1ef1 hi\u1ec3u bi\u1ebft chuy\u00ean m\u00f4n v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p m\u00e0 cu\u1ed1i c\u00f9ng b\u1ea1n quy\u1ebft \u0111\u1ecbnh s\u1eed d\u1ee5ng c\u00f9ng v\u1edbi c\u00e1c k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd d\u1ef1 \u00e1n quan tr\u1ecdng kh\u00e1c.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 th\u00e0nh c\u00f4ng trong vai tr\u00f2 c\u1ee7a m\u00ecnh, project managers c\u0169ng c\u1ea7n bi\u1ebft c\u00e1ch giao ti\u1ebfp hi\u1ec7u qu\u1ea3, l\u00e3nh \u0111\u1ea1o nh\u00f3m, \u00e1p d\u1ee5ng t\u01b0 duy ph\u1ea3n bi\u1ec7n v\u00e0 k\u1ef9 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, \u0111\u1ed3ng th\u1eddi c\u00f3 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi s\u1ef1 n\u0103ng \u0111\u1ed9ng v\u00e0 ph\u1ee9c t\u1ea1p c\u1ee7a t\u1ed5 ch\u1ee9c xung quanh h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan nh\u1ea5t v\u1ec1 Agile v\u00e0 Scrum. Theo d\u00f5i Cole v\u00e0 tham gia kh\u00f3a \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u0111\u00e0o t\u1ea1o business analyst\u003C\/a\u003E\u00a0\u003C\/strong\u003E\u0111\u1ec3 c\u00f3 th\u00eam nhi\u1ec1u ki\u1ebfn th\u1ee9c ch\u1ea5t l\u01b0\u1ee3ng gi\u00fap \u00edch cho s\u1ef1 nghi\u1ec7p c\u1ee7a b\u1ea1n v\u1edbi t\u01b0 c\u00e1ch l\u00e0 project manager ho\u1eb7c developer.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: T\u1ed5ng quan v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/qua-trinh-tai-thiet-ke-quy-trinh-nghiep-vu\/\"\u003Equ\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Agile v\u00e0 Scrum l\u00e0 hai trong s\u1ed1 nh\u1eefng c\u00e1ch ti\u1ebfp c\u1eadn ph\u1ed5 bi\u1ebfn nh\u1ea5t cho c\u00e1c lo\u1ea1i d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u Scrum v\u00e0 Agile c\u00f3 \u00fd ngh\u0129a g\u00ec trong qu\u1ea3n l\u00fd d\u1ef1 \u00e1n, ch\u00fang kh\u00e1c nhau nh\u01b0 th\u1ebf n\u00e0o v\u00e0 c\u00e1ch ch\u1ecdn ph\u01b0\u01a1ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/31-1.jpg"},{"ID":6976,"post_title":"Scrumban l\u00e0 g\u00ec? C\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a quy tr\u00ecnh Scrumban trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m","post_date":"09\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/scrumban-la-gi\"\u003E\u003Cstrong\u003EScrumban l\u00e0 g\u00ec\u003C\/strong\u003E\u003C\/a\u003E? l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn l\u00fd t\u01b0\u1edfng cho c\u00e1c developer ph\u00e2n ph\u1ed1i v\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. Ch\u1eaft l\u1ecdc t\u1eeb \u01b0u \u0111i\u1ec3m c\u1ee7a Scrum v\u00e0 Kanban, Scrumban \u0111\u00e3 v\u00e0 \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong gi\u1edbi l\u1eadp tr\u00ecnh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u t\u01b0\u1eddng t\u1eadn v\u1ec1 Scrumban c\u0169ng nh\u01b0 l\u00fd do ph\u01b0\u01a1ng ph\u00e1p n\u00e0y ph\u1ed5 bi\u1ebfn nh\u01b0 v\u1eady.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EScrumban l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrumban l\u00e0 m\u1ed9t project management framework k\u1ebft h\u1ee3p c\u00e1c t\u00ednh n\u0103ng quan tr\u1ecdng c\u1ee7a hai ph\u01b0\u01a1ng ph\u00e1p agile ph\u1ed5 bi\u1ebfn: Scrum v\u00e0 Kanban. Framework Scrumban k\u1ebft h\u1ee3p c\u1ea5u tr\u00fac v\u00e0 c\u00e1c quy tr\u00ecnh c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c c\u1ee7a Scrum v\u1edbi t\u00ednh linh ho\u1ea1t c\u1ee7a Kanban \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00f3m tr\u1edf n\u00ean linh ho\u1ea1t, hi\u1ec7u qu\u1ea3 v\u00e0 n\u0103ng su\u1ea5t h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6977\" style=\"width: 1134px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6977\" class=\"wp-image-6977 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1.png\" alt=\"T\u1ed5ng quan v\u1ec1 Scrumban l\u00e0 g\u00ec\" width=\"1124\" height=\"630\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1.png 1124w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-300x168.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1024x574.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-768x430.png 768w\" sizes=\"(max-width: 1124px) 100vw, 1124px\" \/\u003E\u003Cp id=\"caption-attachment-6977\" class=\"wp-caption-text\"\u003ET\u1ed5ng quan v\u1ec1 Scrumban l\u00e0 g\u00ec\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty tri\u1ec3n khai Scrumban, c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u00f3 th\u1ec3 gi\u00fap nh\u00f3m c\u1ee7a h\u1ecd t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 chi\u1ebfn l\u01b0\u1ee3c ch\u00ednh x\u00e1c \u0111\u1ed3ng th\u1eddi c\u1ea3i thi\u1ec7n quy tr\u00ecnh c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EScrumban k\u1ebft h\u1ee3p Scrum v\u00e0 Kanban nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 hi\u1ec3u c\u00e1ch Scrumban h\u1ee3p nh\u1ea5t Scrum v\u00e0 Kanban, tr\u01b0\u1edbc ti\u00ean ch\u00fang ta c\u1ea7n hi\u1ec3u t\u1eebng framework n\u00e0y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u01a1 b\u1ea3n v\u1ec1 Scrum\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrum l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn linh ho\u1ea1t \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. V\u1edbi Scrum, m\u1ed9t nh\u00f3m t\u1ef1 t\u1ed5 ch\u1ee9c th\u00e0nh c\u00e1c vai tr\u00f2 c\u1ee5 th\u1ec3, bao g\u1ed3m Scrum master, product owner v\u00e0 nh\u1eefng ng\u01b0\u1eddi c\u00f2n l\u1ea1i trong team Scrum. Nh\u00f3m chia kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh th\u00e0nh c\u00e1c khung th\u1eddi gian ng\u1eafn g\u1ecdi l\u00e0 sprints – ch\u1ea1y n\u01b0\u1edbc r\u00fat. M\u1ed7i l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat k\u00e9o d\u00e0i hai tu\u1ea7n ho\u1eb7c m\u1ed9t th\u00e1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6978\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6978\" class=\"wp-image-6978 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1.jpg\" alt=\"Hi\u1ec3u v\u1ec1 quy tr\u00ecnh Scrum\" width=\"1200\" height=\"627\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-300x157.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-1024x535.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1-768x401.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003Cp id=\"caption-attachment-6978\" class=\"wp-caption-text\"\u003EHi\u1ec3u v\u1ec1 quy tr\u00ecnh Scrum\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong th\u1eddi gian ch\u1ea1y n\u01b0\u1edbc r\u00fat, c\u00e1c developers ch\u1ec9 l\u00e0m vi\u1ec7c theo c\u00e1c nhi\u1ec7m v\u1ee5 m\u00e0 nh\u00f3m \u0111\u00e3 th\u1ed1ng nh\u1ea5t trong cu\u1ed9c h\u1ecdp ch\u1ea1y n\u01b0\u1edbc r\u00fat. Tr\u01b0\u1edbc l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat ti\u1ebfp theo, nh\u00f3m t\u1ed5 ch\u1ee9c m\u1ed9t cu\u1ed9c h\u1ecdp ch\u1ea1y n\u01b0\u1edbc r\u00fat kh\u00e1c v\u00e0 quy\u1ebft \u0111\u1ecbnh h\u1ea1ng m\u1ee5c n\u00e0o s\u1ebd l\u00e0m ti\u1ebfp theo. C\u00e1c teams Scrum c\u0169ng g\u1eb7p nhau v\u00e0o m\u1ed7i bu\u1ed5i s\u00e1ng \u0111\u1ec3 th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c nhi\u1ec7m v\u1ee5 trong ng\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u01a1 b\u1ea3n v\u1ec1 Kanban\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKanban l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn tr\u1ef1c quan \u0111\u1ec3 qu\u1ea3n l\u00fd kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a nh\u00f3m. V\u1edbi ph\u01b0\u01a1ng ph\u00e1p n\u00e0y, nh\u00f3m t\u1ea1o b\u1ea3ng Kanban \u0111\u1ec3 hi\u1ec3n th\u1ecb tr\u1ef1c quan quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a m\u00ecnh trong c\u00e1c c\u1ed9t, ch\u1eb3ng h\u1ea1n nh\u01b0 Ready to Start” “In Progress” “Under Review” v\u00e0 “Completed”.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6979\" style=\"width: 2570px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6979\" class=\"wp-image-6979 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-scaled.jpg\" alt=\"V\u00ed d\u1ee5 v\u1ec1 Kanban board\" width=\"2560\" height=\"1341\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-scaled.jpg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-300x157.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-1024x536.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-768x402.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-1536x804.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-5-2048x1072.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003Cp id=\"caption-attachment-6979\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 Kanban board\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi developers b\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c tr\u00ean m\u1ed9t item, h\u1ecd s\u1ebd di chuy\u1ec3n m\u1ed9t th\u1ebb (ho\u1eb7c ghi ch\u00fa d\u00e1n) c\u00f3 t\u00ean c\u1ee7a m\u1ee5c \u0111\u00f3 t\u1eeb c\u1ed9t Ready-to-Start sang In-Progress. N\u1ebfu m\u1ed9t m\u1ee5c c\u1ea7n di chuy\u1ec3n l\u00f9i, t\u1eeb Under Review tr\u1edf l\u1ea1i In-Progress, nh\u00f3m c\u00f3 th\u1ec3 di chuy\u1ec3n th\u1ebb \u0111\u00f3 tr\u1edf l\u1ea1i c\u1ed9t In-Progress. B\u1ea3ng Kanban gi\u00fap m\u1ecdi ng\u01b0\u1eddi d\u1ec5 d\u00e0ng xem v\u00e0 c\u1eadp nh\u1eadt tr\u1ea1ng th\u00e1i c\u1ee7a t\u1eebng d\u1ef1 \u00e1n m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ES\u1ef1 k\u1ebft h\u1ee3p Scrumban\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrumban k\u1ebft h\u1ee3p c\u1ea5u tr\u00fac v\u00e0 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ee7a Scrum v\u1edbi t\u00ednh linh ho\u1ea1t v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c li\u00ean t\u1ee5c c\u1ee7a Kanban. Khi \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u00fang c\u00e1ch, Scrumban c\u00f3 th\u1ec3 gi\u00fap nh\u00f3m \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb c\u1ea3 t\u00ednh\u00a0 prescriptive c\u1ee7a Scrum v\u00e0 s\u1ef1 t\u1ef1 do c\u1ee7a Kanban \u0111\u1ec3 c\u1ea3i thi\u1ec7n quy tr\u00ecnh c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6980\" style=\"width: 858px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6980\" class=\"wp-image-6980 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2.jpg\" alt=\"M\u00f4 ph\u1ecfng quy tr\u00ecnh Scrumban\" width=\"848\" height=\"477\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2.jpg 848w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2-768x432.jpg 768w\" sizes=\"(max-width: 848px) 100vw, 848px\" \/\u003E\u003Cp id=\"caption-attachment-6980\" class=\"wp-caption-text\"\u003EM\u00f4 ph\u1ecfng quy tr\u00ecnh Scrumban\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EScrumban ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrumban li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c nguy\u00ean t\u1eafc Kanban – tr\u1ef1c quan h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 c\u00e1c quy tr\u00ecnh linh ho\u1ea1t – v\u00e0o framework Scrum c\u1ee7a nh\u00f3m. Tuy nhi\u00ean, Scrumban \u0111\u00e3 lo\u1ea1i b\u1ecf m\u1ed9t s\u1ed1 kh\u00eda c\u1ea1nh c\u1ee9ng nh\u1eafc h\u01a1n c\u1ee7a Scrum v\u00e0 \u0111\u1ec3 m\u1ed7i nh\u00f3m t\u1ea1o ra m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn ph\u00e1t tri\u1ec3n t\u00f9y ch\u1ec9nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 h\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc \u0111\u1ec3 ph\u00e1t tri\u1ec3n framework Scrumban cho nh\u00f3m c\u1ee7a b\u1ea1n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 1: Ph\u00e1t tri\u1ec3n Scrumban board\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrumban Board t\u01b0\u01a1ng t\u1ef1 nh\u01b0 Kanban board. V\u00ec b\u1ea1n s\u1ebd s\u1eed d\u1ee5ng n\u00f3 l\u00e0m c\u00f4ng c\u1ee5 x\u1eed l\u00fd c\u00f4ng vi\u1ec7c ch\u00ednh n\u00ean h\u00e3y th\u00eam bao nhi\u00eau c\u1ed9t v\u00e0o Scrumban board t\u00f9y theo nhu c\u1ea7u c\u1ee7a nh\u00f3m \u0111\u1ec3 \u0111\u00e1nh d\u1ea5u t\u1eebng giai \u0111o\u1ea1n ti\u1ebfn tri\u1ec3n ri\u00eang bi\u1ec7t. Nh\u01b0ng h\u00e3y c\u1ea9n th\u1eadn \u0111\u1eebng t\u1ea1o qu\u00e1 nhi\u1ec1u c\u1ed9t khi\u1ebfn b\u1ea3ng tr\u1edf n\u00ean l\u1ed9n x\u1ed9n v\u00e0 kh\u00f3 xem.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6981\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6981\" class=\"wp-image-6981 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5.jpg\" alt=\"V\u00ed d\u1ee5 v\u1ec1 Scrumban Board\" width=\"1024\" height=\"678\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-300x199.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-768x509.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6981\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 Scrumban Board\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 2: \u0110\u1eb7t gi\u1edbi h\u1ea1n c\u00f4ng vi\u1ec7c \u0111ang th\u1ef1c hi\u1ec7n c\u1ee7a b\u1ea1n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e3y nh\u1edb r\u1eb1ng Scrum \u0111\u1eb7t ra c\u1ea3 gi\u1edbi h\u1ea1n th\u1eddi gian v\u00e0 nhi\u1ec7m v\u1ee5 cho m\u1ed7i l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat. Ng\u01b0\u1ee3c l\u1ea1i, Kanban t\u1eadp trung v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c li\u00ean t\u1ee5c. B\u1ea1n s\u1ebd c\u1ea7n thi\u1ebft l\u1eadp gi\u1edbi h\u1ea1n v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 nh\u00f3m c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m b\u1ea5t k\u1ef3. \u0110\u1ed1i v\u1edbi Scrumban, gi\u1edbi h\u1ea1n \u0111\u00f3 s\u1ebd l\u00e0 t\u1ed5ng s\u1ed1 cards tr\u00ean b\u1ea3ng v\u00e0o b\u1ea5t k\u1ef3 th\u1eddi \u0111i\u1ec3m n\u00e0o. \u0110\u1eb7t gi\u1edbi h\u1ea1n th\u1ef1c t\u1ebf \u0111\u1ec3 gi\u1eef cho nh\u00f3m c\u1ee7a b\u1ea1n kh\u00f4ng b\u1ecb cho\u00e1ng ng\u1ee3p v\u00e0 th\u1ea5t v\u1ecdng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 3: S\u1eafp x\u1ebfp c\u00e1c \u01b0u ti\u00ean c\u1ee7a nh\u00f3m tr\u00ean b\u1ea3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc n\u00e0y minh h\u1ecda m\u1ed9t s\u1ef1 kh\u00e1c bi\u1ec7t l\u1edbn kh\u00e1c gi\u1eefa Scrum v\u00e0 Kanban (v\u00e0 Scrumban). V\u1edbi Scrum, b\u1ea1n s\u1ebd ph\u00e2n c\u00f4ng nhi\u1ec7m v\u1ee5 cho c\u00e1c c\u00e1 nh\u00e2n c\u1ee5 th\u1ec3 trong team developers c\u1ee7a m\u00ecnh cho m\u1ed7i l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat. M\u1eb7t kh\u00e1c, v\u1edbi Scrumban, tr\u1ecdng t\u00e2m c\u1ee7a b\u1ea1n s\u1ebd l\u00e0 thi\u1ebft l\u1eadp th\u1ee9 t\u1ef1 \u01b0u ti\u00ean c\u1ee7a t\u1ea5t c\u1ea3 c\u00e1c d\u1ef1 \u00e1n tr\u00ean b\u1ea3ng. Team c\u1ee7a b\u1ea1n s\u1ebd quy\u1ebft \u0111\u1ecbnh ng\u01b0\u1eddi n\u00e0o s\u1ebd gi\u1ea3i quy\u1ebft nhi\u1ec7m v\u1ee5 n\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6982\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6982\" class=\"wp-image-6982 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1.jpg\" alt=\"S\u1eafp \u0111\u1eb7t th\u1ee9 t\u1ef1 \u01b0u ti\u00ean trong Scrumban board\" width=\"1200\" height=\"663\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1-300x166.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1-1024x566.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1-768x424.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003Cp id=\"caption-attachment-6982\" class=\"wp-caption-text\"\u003ES\u1eafp \u0111\u1eb7t th\u1ee9 t\u1ef1 \u01b0u ti\u00ean trong Scrumban board\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 4: Lo\u1ea1i b\u1ecf t\u1ea5t c\u1ea3 planning-poker cards\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1edfi v\u00ec m\u1ed7i l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat c\u00f3 gi\u1edbi h\u1ea1n th\u1eddi gian nghi\u00eam ng\u1eb7t v\u00e0 team ch\u1ec9 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c tr\u00ean m\u1ed9t team d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc trong b\u1ea5t k\u1ef3 l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat n\u00e0o, nh\u00f3m Scrum c\u1ea7n \u01b0\u1edbc t\u00ednh m\u1ed7i development task s\u1ebd m\u1ea5t bao l\u00e2u. V\u00ec v\u1eady, h\u1ecd \u0111\u00e3 ngh\u0129 ra c\u00e1c ph\u01b0\u01a1ng ph\u00e1p nh\u01b0 l\u1eadp k\u1ebf ho\u1ea1ch ch\u01a1i b\u00e0i poker \u0111\u1ec3 \u01b0\u1edbc t\u00ednh s\u1ed1 \u0111i\u1ec3m (cho bi\u1ebft th\u1eddi gian v\u00e0 \u0111\u1ed9 kh\u00f3) cho m\u1ed7i nhi\u1ec7m v\u1ee5.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi Scrumban, c\u00f4ng vi\u1ec7c di\u1ec5n ra li\u00ean t\u1ee5c v\u00e0 kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n th\u1eddi gian, do \u0111\u00f3 team c\u1ee7a b\u1ea1n s\u1ebd kh\u00f4ng \u01b0\u1edbc t\u00ednh\u00a0 story points. B\u1ea1n s\u1ebd ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c \u01b0u ti\u00ean c\u00e1c d\u1ef1 \u00e1n quan tr\u1ecdng nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 5: Setup meetings h\u00e0ng ng\u00e0y\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 b\u1ea1n s\u1ebd kh\u00f4ng c\u00f3 h\u1ea7u h\u1ebft c\u00e1c meetings \u0111i\u1ec3n h\u00ecnh c\u1ee7a framework Scrum nh\u01b0 l\u1eadp k\u1ebf ho\u1ea1ch ch\u1ea1y n\u01b0\u1edbc r\u00fat, \u0111\u00e1nh gi\u00e1 ch\u1ea1y n\u01b0\u1edbc r\u00fat, retrospective,… c\u00e1c meetings c\u1ee7a Scrumban c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c cu\u1ed9c h\u1ecdp ng\u1eafn \u0111\u1ec3 nh\u00f3m th\u1ea3o lu\u1eadn v\u1ec1 k\u1ebf ho\u1ea1ch v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a h\u1ecd cho ng\u00e0y s\u1eafp t\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng cu\u1ed9c h\u1ecdp ng\u1eafn n\u00e0y c\u0169ng l\u00e0 m\u1ed9t c\u00e1ch t\u1ed1t \u0111\u1ec3 khuy\u1ebfn kh\u00edch s\u1ef1 g\u1eafn k\u1ebft v\u00e0 g\u1eafn k\u1ebft trong team v\u00ec c\u00e1c developers c\u1ee7a b\u1ea1n s\u1ebd d\u00e0nh nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 l\u00e0m vi\u1ec7c ri\u00eang l\u1ebb trong c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee7a h\u1ecd v\u00e0 c\u00f3 th\u1ec3 kh\u00f4ng c\u00f3 nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6983\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6983\" class=\"wp-image-6983 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7.jpg\" alt=\"Meetings l\u00e0 \u0111i\u1ec1u kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a Scrumban frameworks\" width=\"1024\" height=\"480\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-300x141.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-768x360.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6983\" class=\"wp-caption-text\"\u003EMeetings l\u00e0 \u0111i\u1ec1u kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a Scrumban frameworks\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003E\u01afu \u0111i\u1ec3m c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p Scrumban\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1i sao ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p Scrumban thay v\u00ec Scrum ho\u1eb7c Kanban? S\u1ee9c m\u1ea1nh n\u1eb1m \u1edf s\u1ef1 k\u1ebft h\u1ee3p nh\u1eefng ph\u1ea7n t\u1ed1t nh\u1ea5t c\u1ee7a c\u1ea3 hai ph\u01b0\u01a1ng ph\u00e1p:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u0103ng t\u00ednh linh ho\u1ea1t: B\u1edfi v\u00ec Scrumban mang l\u1ea1i hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c t\u0103ng d\u1ea7n sau m\u1ed7i l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat, n\u00ean n\u00f3 cho ph\u00e9p thay \u0111\u1ed5i d\u1ef1 \u00e1n ngay c\u1ea3 khi \u0111ang \u1edf gi\u1eefa qu\u00e1 tr\u00ecnh m\u00e0 v\u1eabn \u0111\u1ea1t ti\u1ebfn \u0111\u1ed9 ho\u00e0n th\u00e0nh d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n ph\u1ed1i li\u00ean t\u1ee5c: V\u1edbi m\u1ed9t b\u1ea3ng v\u00e0 lu\u1ed3ng c\u00f4ng vi\u1ec7c li\u00ean t\u1ee5c, c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 c\u1eadp nh\u1eadt khi h\u1ecd ho\u00e0n th\u00e0nh ch\u00fang m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i \u0111\u1ee3i ch\u1ea1y n\u01b0\u1edbc r\u00fat k\u1ebft th\u00fac.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3m t\u00ecnh tr\u1ea1ng qu\u00e1 t\u1ea3i: Vi\u1ec7c gi\u1edbi h\u1ea1n c\u00f4ng vi\u1ec7c \u0111ang th\u1ef1c hi\u1ec7n trong ph\u1ea1m vi kh\u1ea3 n\u0103ng c\u1ee7a nh\u00f3m cho ph\u00e9p nh\u00f3m l\u00e0m vi\u1ec7c \u0111\u00fang ti\u1ebfn b\u1ed9 m\u00e0 kh\u00f4ng b\u1ecb ki\u1ec7t s\u1ee9c.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 nhanh h\u01a1n: Vi\u1ec7c b\u1ed1 tr\u00ed c\u00e1c th\u1ebb l\u00ean b\u1ea3ng mang l\u1ea1i cho Scrumban s\u1ef1 minh b\u1ea1ch m\u00e0 c\u00e1c nh\u00f3m c\u1ea7n \u0111\u1ec3 c\u1ed9ng t\u00e1c t\u1ed1t h\u01a1n \u0111\u1ed3ng th\u1eddi nhanh ch\u00f3ng x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c d\u1ef1 \u00e1n quy m\u00f4 l\u1edbn: B\u1edfi v\u00ec c\u1ea3 Scrum v\u00e0 Kanban \u0111\u1ec1u h\u01b0\u1edbng t\u1edbi c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c v\u00e0 t\u0103ng d\u1ea7n m\u1ee9c \u0111\u1ed9, Scrumban cho ph\u00e9p c\u00e1c nh\u00f3m l\u00e0m vi\u1ec7c \u0111\u1ec3 ho\u00e0n th\u00e0nh ngay c\u1ea3 nh\u1eefng d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p nh\u1ea5t.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6984\" style=\"width: 810px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6984\" class=\"wp-image-6984 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-3.jpg\" alt=\"Scrumban t\u1ed3n t\u1ea1i c\u1ea3 \u01b0u \u0111i\u1ec3m v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m\" width=\"800\" height=\"428\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-3.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-3-300x161.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-3-768x411.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003Cp id=\"caption-attachment-6984\" class=\"wp-caption-text\"\u003EScrumban t\u1ed3n t\u1ea1i c\u1ea3 \u01b0u \u0111i\u1ec3m v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c case s\u1eed d\u1ee5ng Scrumban hi\u1ec7u qu\u1ea3\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScrumban ho\u00e0n h\u1ea3o cho c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3 m\u00e0 ch\u1ec9 Scrum ho\u1eb7c Kanban l\u00e0 kh\u00f4ng \u0111\u1ee7. M\u1ed9t s\u1ed1 v\u00ed d\u1ee5 c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u1edbi y\u00eau c\u1ea7u ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m c\u00f3 ph\u1ea1m vi m\u1edf r\u1ed9ng l\u00e0 c\u01a1 h\u1ed9i ho\u00e0n h\u1ea3o \u0111\u1ec3 s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p Scrumban. Scrumban cho ph\u00e9p th\u1ef1c hi\u1ec7n \u0111i\u1ec1u n\u00e0y v\u1edbi c\u00e1c l\u1ea7n ch\u1ea1y n\u01b0\u1edbc r\u00fat v\u00e0 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c. Ngay c\u1ea3 khi y\u00eau c\u1ea7u thay \u0111\u1ed5i, c\u00e1c nh\u00f3m v\u1eabn c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c theo t\u1eebng b\u01b0\u1edbc.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6985\" style=\"width: 894px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6985\" class=\"wp-image-6985 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-1.png\" alt=\"Quy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u1edbi Scrumban\" width=\"884\" height=\"591\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-1.png 884w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-1-300x201.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-1-768x513.png 768w\" sizes=\"(max-width: 884px) 100vw, 884px\" \/\u003E\u003Cp id=\"caption-attachment-6985\" class=\"wp-caption-text\"\u003EQuy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u1edbi Scrumban\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c d\u1ef1 \u00e1n c\u00f3 nhi\u1ec1u initiatives \u0111\u1ed3ng th\u1eddi\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ede c\u00e1c c\u00f4ng ty l\u1edbn h\u01a1n, vi\u1ec7c c\u00f3 c\u00e1c d\u1ef1 \u00e1n di\u1ec5n ra \u0111\u1ed3ng th\u1eddi kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec1u hi\u1ebfm g\u1eb7p. \u0110\u00f4i khi, h\u1ecd th\u1eadm ch\u00ed c\u00f2n li\u00ean quan \u0111\u1ebfn c\u00e1c team gi\u1ed1ng nhau. Do t\u00ednh linh ho\u1ea1t c\u1ee7a n\u00f3, Scrumban cho ph\u00e9p th\u1ef1c hi\u1ec7n c\u00e1c initiatives \u200b\u200b\u0111\u1ed3ng th\u1eddi, do \u0111\u00f3 ngay c\u1ea3 c\u00e1c team nh\u1ecf c\u0169ng c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft nhi\u1ec1u y\u00eau c\u1ea7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c d\u1ef1 \u00e1n startup ho\u1eb7c m\u00f4i tr\u01b0\u1eddng thay \u0111\u1ed5i nhanh ch\u00f3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p th\u01b0\u1eddng c\u00f3 m\u00f4i tr\u01b0\u1eddng v\u00e0 d\u1ef1 \u00e1n thay \u0111\u1ed5i li\u00ean t\u1ee5c. M\u1ed7i ng\u00e0y \u0111\u1ec1u mang \u0111\u1ebfn m\u1ed9t th\u1eed th\u00e1ch m\u1edbi v\u00e0 hi\u1ebfm khi c\u00f3 b\u1ea5t k\u1ef3 ngu\u1ed3n l\u1ef1c n\u00e0o. Scrumban \u0111\u01b0a kh\u1ea3 n\u0103ng v\u00e0o m\u00f4i tr\u01b0\u1eddng \u0111\u00f3 v\u00e0 cho ph\u00e9p ngay c\u1ea3 c\u00e1c team nh\u1ecf ph\u00e1t tri\u1ec3n nh\u1edd framework th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c linh ho\u1ea1t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6986\" style=\"width: 1930px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6986\" class=\"wp-image-6986 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1.jpg\" alt=\"Scrumban l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho c\u00e1c startup\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1.jpg 1920w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1-768x432.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/\u003E\u003Cp id=\"caption-attachment-6986\" class=\"wp-caption-text\"\u003EScrumban l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho c\u00e1c startup\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty tri\u1ec3n khai Scrumban, c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u00f3 th\u1ec3 gi\u00fap nh\u00f3m c\u1ee7a h\u1ecd t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 chi\u1ebfn l\u01b0\u1ee3c ch\u00ednh x\u00e1c \u0111\u1ed3ng th\u1eddi c\u1ea3i thi\u1ec7n quy tr\u00ecnh c\u1ee7a h\u1ecd. Theo d\u00f5i Cole v\u00e0 tham gia \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-analyst-data-analysis\/\"\u003Ekh\u00f3a h\u1ecdc data analysis online\u003C\/a\u003E \u003C\/strong\u003E\u0111\u1ec3 c\u00f3 th\u1ec3 c\u1eadp nh\u1eadt c\u00e1c tin t\u1ee9c v\u00e0 ki\u1ebfn th\u1ee9c m\u1edbi nh\u1ea5t v\u1ec1 khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003EB\u00ean c\u1ea1nh \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o \u003Cspan data-sheets-root=\"1\" data-sheets-value=\"{"1":2,"2":"kh\u00f3a h\u1ecdc business analyst"}\" data-sheets-userformat=\"{"2":15231,"3":{"1":0},"4":{"1":2,"2":15916251},"5":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"6":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"7":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"8":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"9":0,"11":0,"12":0,"14":{"1":2,"2":0},"15":"\\"Times New Roman\\", serif","16":12}\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc business analyst\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 r\u00e8n luy\u1ec7n \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ef9 n\u0103ng m\u1edbi trong ng\u00e0nh b\u1ea1n ch\u1ecdn\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/nghien-cuu-kha-thi-feasibility-study\/\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi \u2013 Feasibility Study\u003C\/a\u003E trong project management\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cdiv class=\"fullwidth-post blog-post main-list\"\u003E\n\u003Cdiv class=\"post-content\"\u003E\u003C\/div\u003E\n\u003C\/div\u003E\n","post_excerpt":"Scrumban l\u00e0 g\u00ec? l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn l\u00fd t\u01b0\u1edfng cho c\u00e1c developer ph\u00e2n ph\u1ed1i v\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. Ch\u1eaft l\u1ecdc t\u1eeb \u01b0u \u0111i\u1ec3m c\u1ee7a Scrum v\u00e0 Kanban, Scrumban \u0111\u00e3 v\u00e0 \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong gi\u1edbi l\u1eadp tr\u00ecnh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u t\u01b0\u1eddng t\u1eadn v\u1ec1 […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-2.jpg"},{"ID":6962,"post_title":"Nghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study trong project management","post_date":"08\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/nghien-cuu-kha-thi-feasibility-study\"\u003E\u003Cstrong\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 \u0111i\u1ec1u b\u1eaft bu\u1ed9c c\u1ea7n c\u00f3 tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u m\u1ed9t d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p, quy m\u00f4 l\u1edbn v\u00e0 c\u00f3 t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn c\u00f4ng ty c\u1ee7a b\u1ea1n. N\u1ebfu b\u1ea1n \u0111ang s\u1eb5n s\u00e0ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i l\u1edbn cho doanh nghi\u1ec7p c\u1ee7a m\u00ecnh, Cole s\u1ebd gi\u00fap b\u1ea1n t\u00ecm hi\u1ec3u m\u1ed9t nghi\u00ean c\u1ee9u kh\u1ea3 thi v\u1ec1 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi – \u003C\/b\u003E\u003Cb\u003EFeasibility Study l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study l\u00e0 \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n v\u1ec1 m\u1ed9t d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t nh\u1eb1m xem x\u00e9t t\u1ea5t c\u1ea3 c\u00e1c y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi s\u1ef1 th\u00e0nh c\u00f4ng v\u00e0 nh\u1eadn \u0111\u1ecbnh v\u1ec1 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u1ee7a n\u00f3. Th\u00e0nh c\u00f4ng c\u1ee7a doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean ROI, t\u1ee9c l\u00e0 t\u1ed5ng l\u1ee3i nhu\u1eadn m\u00e0 d\u1ef1 \u00e1n s\u1ebd t\u1ea1o ra.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi \u0111\u00e1nh gi\u00e1 t\u00ednh th\u1ef1c ti\u1ec5n c\u1ee7a d\u1ef1 \u00e1n ho\u1eb7c h\u1ec7 th\u1ed1ng. L\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a Feasibility Study, vi\u1ec7c ph\u00e2n t\u00edch kh\u00e1ch quan v\u00e0 h\u1ee3p l\u00fd v\u1ec1 m\u1ed9t ho\u1ea1t \u0111\u1ed9ng kinh doanh ho\u1eb7c li\u00ean doanh ti\u1ec1m n\u0103ng \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m m\u1ea1nh v\u00e0 \u0111i\u1ec3m y\u1ebfu, c\u00e1c c\u01a1 h\u1ed9i v\u00e0 m\u1ed1i \u0111e d\u1ecda ti\u1ec1m \u1ea9n, c\u00e1c ngu\u1ed3n l\u1ef1c c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u1ef1c hi\u1ec7n v\u00e0 tri\u1ec3n v\u1ecdng th\u00e0nh c\u00f4ng cu\u1ed1i c\u00f9ng. Hai ti\u00eau ch\u00ed c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t khi \u0111\u00e1nh gi\u00e1 t\u00ednh kh\u1ea3 thi: chi ph\u00ed c\u1ea7n thi\u1ebft v\u00e0 gi\u00e1 tr\u1ecb mong \u0111\u1ee3i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6963\" style=\"width: 858px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6963\" class=\"wp-image-6963 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1.jpg\" alt=\"Nghi\u00ean c\u1ee9u kh\u1ea3 thi - Feasibility Study trong Project Management\" width=\"848\" height=\"477\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1.jpg 848w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-768x432.jpg 768w\" sizes=\"(max-width: 848px) 100vw, 848px\" \/\u003E\u003Cp id=\"caption-attachment-6963\" class=\"wp-caption-text\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study trong Project Management\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProject management – Qu\u1ea3n l\u00fd d\u1ef1 \u00e1n l\u00e0 qu\u00e1 tr\u00ecnh l\u1eadp k\u1ebf ho\u1ea1ch, t\u1ed5 ch\u1ee9c v\u00e0 qu\u1ea3n l\u00fd c\u00e1c ngu\u1ed3n l\u1ef1c \u0111\u1ec3 mang l\u1ea1i s\u1ef1 ho\u00e0n th\u00e0nh th\u00e0nh c\u00f4ng c\u00e1c m\u1ee5c ti\u00eau v\u00e0 m\u1ee5c \u0111\u00edch c\u1ee5 th\u1ec3 c\u1ee7a d\u1ef1 \u00e1n. Nghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study l\u00e0 vi\u1ec7c th\u0103m d\u00f2 s\u01a1 b\u1ed9 v\u1ec1 m\u1ed9t d\u1ef1 \u00e1n ho\u1eb7c cam k\u1ebft \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh gi\u00e1 tr\u1ecb v\u00e0 kh\u1ea3 n\u0103ng t\u1ed3n t\u1ea1i c\u1ee7a n\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi nh\u1eb1m m\u1ee5c \u0111\u00edch \u0111\u01b0a ra \u0111\u00e1nh gi\u00e1 \u0111\u1ed9c l\u1eadp nh\u1eb1m xem x\u00e9t t\u1ea5t c\u1ea3 c\u00e1c kh\u00eda c\u1ea1nh c\u1ee7a d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t, bao g\u1ed3m c\u00e1c c\u00e2n nh\u1eafc v\u1ec1 k\u1ef9 thu\u1eadt, kinh t\u1ebf, t\u00e0i ch\u00ednh, ph\u00e1p l\u00fd v\u00e0 m\u00f4i tr\u01b0\u1eddng. Th\u00f4ng tin n\u00e0y sau \u0111\u00f3 s\u1ebd gi\u00fap nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh x\u00e1c \u0111\u1ecbnh c\u00f3 n\u00ean ti\u1ebfp t\u1ee5c d\u1ef1 \u00e1n hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u kh\u1ea3 thi c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 ng\u00e2n s\u00e1ch d\u1ef1 \u00e1n th\u1ef1c t\u1ebf. N\u1ebfu kh\u00f4ng c\u00f3 nghi\u00ean c\u1ee9u kh\u1ea3 thi th\u00ec kh\u00f4ng th\u1ec3 d\u1ec5 d\u00e0ng bi\u1ebft \u0111\u01b0\u1ee3c li\u1ec7u d\u1ef1 \u00e1n \u0111\u1ec1 xu\u1ea5t c\u00f3 \u0111\u00e1ng theo \u0111u\u1ed5i hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPh\u00e2n lo\u1ea1i Feasibility Study\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch t\u00ednh kh\u1ea3 thi \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng th\u00e0nh c\u00f4ng c\u1ee7a d\u1ef1 \u00e1n. Do \u0111\u00f3, nh\u1eadn th\u1ee9c v\u1ec1 t\u00ednh kh\u00e1ch quan c\u1ee7a d\u1ef1 \u00e1n l\u00e0 y\u1ebfu t\u1ed1 thi\u1ebft y\u1ebfu t\u1ea1o n\u00ean \u0111\u1ed9 tin c\u1eady c\u1ee7a nghi\u00ean c\u1ee9u \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 t\u1ed5 ch\u1ee9c cho vay ti\u1ec1m n\u0103ng. C\u00f3 n\u0103m lo\u1ea1i nghi\u00ean c\u1ee9u kh\u1ea3 thi chia th\u00e0nh c\u00e1c l\u0129nh v\u1ef1c ri\u00eang bi\u1ec7t\u00a0 \u0111\u01b0\u1ee3c ki\u1ec3m tra l\u1ea7n l\u01b0\u1ee3t l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00ednh kh\u1ea3 thi v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt – Technical Feasibility\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELo\u1ea1i \u0111\u00e1nh gi\u00e1 n\u00e0y t\u1eadp trung v\u00e0o c\u00e1c ngu\u1ed3n l\u1ef1c k\u1ef9 thu\u1eadt c\u00f3 s\u1eb5n cho t\u1ed5 ch\u1ee9c. N\u00f3 gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c x\u00e1c \u0111\u1ecbnh li\u1ec7u c\u00e1c ngu\u1ed3n l\u1ef1c k\u1ef9 thu\u1eadt c\u00f3 \u0111\u00e1p \u1ee9ng n\u0103ng l\u1ef1c hay kh\u00f4ng v\u00e0 li\u1ec7u \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt c\u00f3 kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i \u00fd t\u01b0\u1edfng th\u00e0nh h\u1ec7 th\u1ed1ng l\u00e0m vi\u1ec7c hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6964\" style=\"width: 2032px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6964\" class=\"wp-image-6964 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-scaled.jpg\" alt=\"Di\u1ec5n gi\u1ea3i c\u01a1 b\u1ea3n v\u1ec1 Technical Feasibility\" width=\"2022\" height=\"2560\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-scaled.jpg 2022w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-237x300.jpg 237w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-809x1024.jpg 809w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-768x972.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1213x1536.jpg 1213w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-1618x2048.jpg 1618w\" sizes=\"(max-width: 2022px) 100vw, 2022px\" \/\u003E\u003Cp id=\"caption-attachment-6964\" class=\"wp-caption-text\"\u003EDi\u1ec5n gi\u1ea3i c\u01a1 b\u1ea3n v\u1ec1 Technical Feasibility\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ednh kh\u1ea3 thi v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt c\u0169ng li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u00e1nh gi\u00e1 ph\u1ea7n c\u1ee9ng, ph\u1ea7n m\u1ec1m v\u00e0 c\u00e1c y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt kh\u00e1c c\u1ee7a h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t. L\u1ea5y m\u1ed9t v\u00ed d\u1ee5 c\u01b0\u1eddng \u0111i\u1ec7u h\u00f3a nh\u01b0 l\u00e0 m\u1ed9t t\u1ed5 ch\u1ee9c s\u1ebd kh\u00f4ng mu\u1ed1n th\u1eed \u0111\u01b0a c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n c\u1ee7a Star Trek v\u00e0o t\u00f2a nh\u00e0 c\u1ee7a h\u1ecd. C\u00f3 th\u1ec3 th\u1ea5y d\u1ef1 \u00e1n n\u00e0y kh\u00f4ng kh\u1ea3 thi v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00ednh kh\u1ea3 thi v\u1ec1 m\u1eb7t kinh t\u1ebf – Economic Feasibility\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 n\u00e0y th\u01b0\u1eddng bao g\u1ed3m ph\u00e2n t\u00edch chi ph\u00ed\/l\u1ee3i \u00edch c\u1ee7a d\u1ef1 \u00e1n, gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c x\u00e1c \u0111\u1ecbnh kh\u1ea3 n\u0103ng t\u1ed3n t\u1ea1i, chi ph\u00ed v\u00e0 l\u1ee3i \u00edch li\u00ean quan \u0111\u1ebfn d\u1ef1 \u00e1n tr\u01b0\u1edbc khi ph\u00e2n b\u1ed5 ngu\u1ed3n t\u00e0i ch\u00ednh. N\u00f3 c\u0169ng ph\u1ee5c v\u1ee5 nh\u01b0 m\u1ed9t \u0111\u00e1nh gi\u00e1 d\u1ef1 \u00e1n \u0111\u1ed9c l\u1eadp v\u00e0 n\u00e2ng cao \u0111\u1ed9 tin c\u1eady c\u1ee7a d\u1ef1 \u00e1n, gi\u00fap ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u x\u00e1c \u0111\u1ecbnh l\u1ee3i \u00edch kinh t\u1ebf t\u00edch c\u1ef1c cho t\u1ed5 ch\u1ee9c m\u00e0 d\u1ef1 \u00e1n \u0111\u1ec1 xu\u1ea5t s\u1ebd mang l\u1ea1i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00ednh kh\u1ea3 thi v\u1ec1 m\u1eb7t ph\u00e1p l\u00fd – Legal Feasibility\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 n\u00e0y \u0111i\u1ec1u tra xem li\u1ec7u b\u1ea5t k\u1ef3 kh\u00eda c\u1ea1nh n\u00e0o c\u1ee7a d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t c\u00f3 xung \u0111\u1ed9t v\u1edbi c\u00e1c y\u00eau c\u1ea7u ph\u00e1p l\u00fd nh\u01b0 lu\u1eadt ph\u00e2n v\u00f9ng, h\u00e0nh vi b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u ho\u1eb7c lu\u1eadt truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i hay kh\u00f4ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6965\" style=\"width: 1290px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6965\" class=\"wp-image-6965 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3.jpg\" alt=\"C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a Legal Feasibility\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3.jpg 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003Cp id=\"caption-attachment-6965\" class=\"wp-caption-text\"\u003EC\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a Legal Feasibility\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3 s\u1eed m\u1ed9t t\u1ed5 ch\u1ee9c mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t t\u00f2a nh\u00e0 v\u0103n ph\u00f2ng m\u1edbi \u1edf m\u1ed9t \u0111\u1ecba \u0111i\u1ec3m c\u1ee5 th\u1ec3. Nghi\u00ean c\u1ee9u kh\u1ea3 thi c\u00f3 th\u1ec3 ch\u1ec9 ra r\u1eb1ng v\u1ecb tr\u00ed m\u00e0 doanh nghi\u1ec7p \u0111\u1ecbnh x\u00e2y d\u1ef1ng kh\u00f4ng \u0111\u01b0\u1ee3c quy ho\u1ea1ch cho lo\u1ea1i h\u00ecnh kinh doanh \u0111\u00f3. Doanh nghi\u1ec7p \u0111\u00f3 v\u1eeba ti\u1ebft ki\u1ec7m \u0111\u01b0\u1ee3c th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c \u0111\u00e1ng k\u1ec3 khi bi\u1ebft r\u1eb1ng d\u1ef1 \u00e1n n\u00e0y \u0111\u00e3 kh\u00f4ng kh\u1ea3 thi ngay t\u1eeb \u0111\u1ea7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00ednh kh\u1ea3 thi trong ho\u1ea1t \u0111\u1ed9ng \u0111i\u1ec1u h\u00e0nh – Operational Feasibility\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 n\u00e0y bao g\u1ed3m vi\u1ec7c th\u1ef1c hi\u1ec7n m\u1ed9t nghi\u00ean c\u1ee9u \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 x\u00e1c \u0111\u1ecbnh li\u1ec7u nhu c\u1ea7u c\u1ee7a t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng b\u1eb1ng c\u00e1ch ho\u00e0n th\u00e0nh d\u1ef1 \u00e1n hay kh\u00f4ng. C\u00e1c nghi\u00ean c\u1ee9u kh\u1ea3 thi v\u1ec1 v\u1eadn h\u00e0nh c\u0169ng ki\u1ec3m tra xem project plan \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh trong giai \u0111o\u1ea1n ph\u00e2n t\u00edch y\u00eau c\u1ea7u c\u1ee7a system development nh\u01b0 th\u1ebf n\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00ednh kh\u1ea3 thi trong ho\u1ea1t \u0111\u1ed9ng l\u1eadp k\u1ebf ho\u1ea1ch – Scheduling Feasibility\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 n\u00e0y l\u00e0 quan tr\u1ecdng nh\u1ea5t cho s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a d\u1ef1 \u00e1n. Suy cho c\u00f9ng, m\u1ed9t d\u1ef1 \u00e1n s\u1ebd th\u1ea5t b\u1ea1i n\u1ebfu kh\u00f4ng ho\u00e0n th\u00e0nh \u0111\u00fang th\u1eddi h\u1ea1n. \u0110\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch kh\u1ea3 thi, t\u1ed5 ch\u1ee9c c\u1ea7n \u01b0\u1edbc t\u00ednh d\u1ef1 \u00e1n s\u1ebd m\u1ea5t bao nhi\u00eau th\u1eddi gian \u0111\u1ec3 ho\u00e0n th\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6966\" style=\"width: 1290px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6966\" class=\"wp-image-6966 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4.jpg\" alt=\"C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a Scheduling Feasibility\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4.jpg 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003Cp id=\"caption-attachment-6966\" class=\"wp-caption-text\"\u003EC\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a Scheduling Feasibility\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m tra, ph\u00e2n t\u00edch t\u00ednh kh\u1ea3 thi s\u1ebd gi\u00fap x\u00e1c \u0111\u1ecbnh b\u1ea5t k\u1ef3 h\u1ea1n ch\u1ebf n\u00e0o m\u00e0 d\u1ef1 \u00e1n \u0111\u1ec1 xu\u1ea5t c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i, bao g\u1ed3m:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c r\u00e0ng bu\u1ed9c n\u1ed9i b\u1ed9 c\u1ee7a d\u1ef1 \u00e1n: K\u1ef9 thu\u1eadt, C\u00f4ng ngh\u1ec7, Ng\u00e2n s\u00e1ch, Ngu\u1ed3n l\u1ef1c,…\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng h\u1ea1n ch\u1ebf n\u1ed9i b\u1ed9 c\u1ee7a doanh nghi\u1ec7p: T\u00e0i ch\u00ednh, MKT, Xu\u1ea5t kh\u1ea9u,…\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c r\u00e0ng bu\u1ed9c b\u00ean ngo\u00e0i: Logistics, M\u00f4i tr\u01b0\u1eddng, Lu\u1eadt ph\u00e1p,…\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng Feasibility Study\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea7m quan tr\u1ecdng c\u1ee7a feasibility study d\u1ef1a tr\u00ean mong mu\u1ed1n c\u1ee7a t\u1ed5 ch\u1ee9c l\u00e0 “l\u00e0m \u0111\u00fang” tr\u01b0\u1edbc khi cam k\u1ebft ngu\u1ed3n l\u1ef1c, th\u1eddi gian ho\u1eb7c ng\u00e2n s\u00e1ch. Nghi\u00ean c\u1ee9u kh\u1ea3 thi c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi c\u00f3 th\u1ec3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n ph\u1ea1m vi c\u1ee7a d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6967\" style=\"width: 1089px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6967\" class=\"wp-image-6967 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5.png\" alt=\"C\u00e1c l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng feasibility study\" width=\"1079\" height=\"791\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5.png 1079w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-300x220.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1024x751.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-768x563.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-340x250.png 340w\" sizes=\"(max-width: 1079px) 100vw, 1079px\" \/\u003E\u003Cp id=\"caption-attachment-6967\" class=\"wp-caption-text\"\u003EC\u00e1c l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng feasibility study\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed1t nh\u1ea5t b\u1ea1n n\u00ean \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh n\u00e0y tr\u01b0\u1edbc thay v\u00ec b\u1eaft \u0111\u1ea7u v\u00e0 nh\u1eadn ra r\u1eb1ng d\u1ef1 \u00e1n s\u1ebd kh\u00f4ng th\u00e0nh c\u00f4ng. Ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u kh\u1ea3 thi lu\u00f4n c\u00f3 l\u1ee3i cho d\u1ef1 \u00e1n v\u00ec n\u00f3 mang l\u1ea1i cho b\u1ea1n v\u00e0 c\u00e1c b\u00ean li\u00ean quan kh\u00e1c m\u1ed9t b\u1ee9c tranh r\u00f5 r\u00e0ng v\u1ec1 d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 l\u1ee3i \u00edch ch\u00ednh c\u1ee7a vi\u1ec7c th\u1ef1c hi\u1ec7n nghi\u00ean c\u1ee9u kh\u1ea3 thi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ea3i thi\u1ec7n s\u1ef1 t\u1eadp trung c\u1ee7a project team\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh c\u00e1c c\u01a1 h\u1ed9i m\u1edbi\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECung c\u1ea5p th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb cho quy\u1ebft \u0111\u1ecbnh \u201cth\u1ef1c hi\u1ec7n\/kh\u00f4ng th\u1ef1c hi\u1ec7n\u201d\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThu h\u1eb9p c\u00e1c l\u1ef1a ch\u1ecdn kinh doanh thay th\u1ebf\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh l\u00fd do h\u1ee3p l\u00fd \u0111\u1ec3 th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00e2ng cao t\u1ef7 l\u1ec7 th\u00e0nh c\u00f4ng b\u1eb1ng c\u00e1ch \u0111\u00e1nh gi\u00e1 nhi\u1ec1u tham s\u1ed1\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u1ec1 d\u1ef1 \u00e1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh l\u00fd do kh\u00f4ng ti\u1ebfp t\u1ee5c\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c n\u1ed9i dung c\u1ea7n c\u00f3 trong b\u00e1o c\u00e1o Nghi\u00ean c\u1ee9u kh\u1ea3 thi\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi b\u1eaft \u0111\u1ea7u kinh doanh, m\u1ed9t trong nh\u1eefng b\u01b0\u1edbc quan tr\u1ecdng nh\u1ea5t l\u00e0 ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u t\u00ednh kh\u1ea3 thi. Nghi\u00ean c\u1ee9u n\u00e0y s\u1ebd gi\u00fap x\u00e1c \u0111\u1ecbnh xem \u00fd t\u01b0\u1edfng kinh doanh c\u1ee7a b\u1ea1n c\u00f3 kh\u1ea3 thi v\u00e0 c\u00f3 ti\u1ec1m n\u0103ng th\u00e0nh c\u00f4ng hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t khi ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u kh\u1ea3 thi, bao g\u1ed3m kh\u1ea3 n\u0103ng ti\u1ebfp th\u1ecb c\u1ee7a s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a b\u1ea1n, s\u1ef1 c\u1ea1nh tranh, s\u1ef1 \u1ed5n \u0111\u1ecbnh t\u00e0i ch\u00ednh c\u1ee7a c\u00f4ng ty b\u1ea1n,… Nghi\u00ean c\u1ee9u kh\u1ea3 thi ph\u1ea3i bao g\u1ed3m s\u1ed1 li\u1ec7u v\u1ec1 c\u00f4ng ngh\u1ec7, ngu\u1ed3n l\u1ef1c c\u1ea7n thi\u1ebft v\u00e0 ROI.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u kh\u1ea3 thi c\u1ee7a b\u1ea1n \u0111\u01b0\u1ee3c t\u00f3m t\u1eaft trong b\u00e1o c\u00e1o kh\u1ea3 thi, th\u01b0\u1eddng bao g\u1ed3m c\u00e1c ph\u1ea7n sau:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f3m t\u1eaft ho\u1ea1t \u0111\u1ed9ng \u0111i\u1ec1u h\u00e0nh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u1ee7a m\u1eb7t h\u00e0ng ho\u1eb7c d\u1ecbch v\u1ee5\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng c\u00e2n nh\u1eafc cho t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ecb tr\u01b0\u1eddng h\u00e0ng h\u00f3a v\u00e0 d\u1ecbch v\u1ee5\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch ti\u1ebfp th\u1ecb\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed5 ch\u1ee9c nh\u00e2n s\u1ef1\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESchedule\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c d\u1ef1 b\u00e1o t\u00e0i ch\u00ednh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhuy\u1ebfn ngh\u1ecb d\u1ef1a tr\u00ean nghi\u00ean c\u1ee9u\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6968\" style=\"width: 1597px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6968\" class=\"wp-image-6968 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6.jpg\" alt=\"M\u1eabu feasibility study report\" width=\"1587\" height=\"2021\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6.jpg 1587w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-236x300.jpg 236w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-804x1024.jpg 804w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-768x978.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1206x1536.jpg 1206w\" sizes=\"(max-width: 1587px) 100vw, 1587px\" \/\u003E\u003Cp id=\"caption-attachment-6968\" class=\"wp-caption-text\"\u003EM\u1eabu feasibility study report\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c c\u00f4ng c\u1ee5 th\u1ef1c hi\u1ec7n Nghi\u00ean c\u1ee9u kh\u1ea3 thi\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 th\u1ef1c hi\u1ec7n nghi\u00ean c\u1ee9u kh\u1ea3 thi, b\u1ea1n c\u1ea7n c\u00f3 nh\u1eefng c\u00f4ng c\u1ee5 v\u00e0 c\u00e1c template th\u1ef1c h\u00e0nh ph\u00f9 h\u1ee3p v\u1edbi d\u1ef1 \u00e1n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBest Practices \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 m\u1ed7i d\u1ef1 \u00e1n \u0111\u1ec1u c\u00f3 m\u1ee5c ti\u00eau v\u00e0 nhu c\u1ea7u ri\u00eang nh\u01b0ng sau \u0111\u00e2y l\u00e0 nh\u1eefng c\u00e1ch th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u kh\u1ea3 thi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch s\u01a1 b\u1ed9: bao g\u1ed3m vi\u1ec7c nh\u1eadn ph\u1ea3n h\u1ed3i t\u1eeb c\u00e1c stakeholders v\u1ec1 d\u1ef1 \u00e1n m\u1edbi. Ngo\u00e0i ra, h\u00e3y t\u00ecm ki\u1ebfm c\u00e1c k\u1ecbch b\u1ea3n kinh doanh kh\u00e1c.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u ch\u1eafc ch\u1eafn, h\u00e3y x\u00e1c \u0111\u1ecbnh v\u00e0 \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 d\u1eef li\u1ec7u \u0111\u00f3 trong giai \u0111o\u1ea1n \u0111\u1ea7u.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ef1c hi\u1ec7n kh\u1ea3o s\u00e1t th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u01a1 h\u1ed9i cho ho\u1ea1t \u0111\u1ed9ng kinh doanh m\u1edbi.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o m\u1ed9t k\u1ebf ho\u1ea1ch t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng ho\u1eb7c kinh doanh: bao g\u1ed3m vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u1ea7n bao nhi\u00eau lao \u0111\u1ed9ng, chi ph\u00ed v\u00e0 th\u1eddi gian.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1eadp b\u00e1o c\u00e1o thu nh\u1eadp d\u1ef1 ki\u1ebfn \u200b\u200bbao g\u1ed3m doanh thu, chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng v\u00e0 l\u1ee3i nhu\u1eadn.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o b\u1ea3ng c\u00e2n \u0111\u1ed1i v\u00e0o opening day.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u1ea7n x\u00e1c \u0111\u1ecbnh v\u00e0 gi\u1ea3i quy\u1ebft m\u1ecdi l\u1ed7 h\u1ed5ng ho\u1eb7c tr\u1edf ng\u1ea1i.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6969\" style=\"width: 1139px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6969\" class=\"wp-image-6969 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7.png\" alt=\"M\u1ed7i lo\u1ea1i feasibility study s\u1ebd c\u00f3 tools v\u00e0 k\u1ef9 thu\u1eadt ri\u00eang \u0111\u1ec3 nghi\u00ean c\u1ee9u\" width=\"1129\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7.png 1129w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-300x191.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1024x653.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-768x490.png 768w\" sizes=\"(max-width: 1129px) 100vw, 1129px\" \/\u003E\u003Cp id=\"caption-attachment-6969\" class=\"wp-caption-text\"\u003EM\u1ed7i lo\u1ea1i feasibility study s\u1ebd c\u00f3 tools v\u00e0 k\u1ef9 thu\u1eadt ri\u00eang \u0111\u1ec3 nghi\u00ean c\u1ee9u\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u1ed9t s\u1ed1 th\u00e0nh ph\u1ea7n kh\u00e1c \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 th\u00e0nh ph\u1ea7n \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u kh\u1ea3 thi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EExecutive Summary: Vi\u1ebft m\u1ed9t b\u00e0i t\u01b0\u1eddng thu\u1eadt m\u00f4 t\u1ea3 d\u1ef1 \u00e1n, s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETechnological considerations: H\u00e3y t\u1ef1 h\u1ecfi m\u00ecnh s\u1ebd ph\u1ea3i l\u00e0m g\u00ec. B\u1ea1n c\u00f3 \u0111\u1ee7 kh\u1ea3 n\u0103ng chi tr\u1ea3 kh\u00f4ng? Chi ph\u00ed c\u1ee5 th\u1ec3?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECurrent marketplace: T\u00ecm hi\u1ec3u th\u1ecb tr\u01b0\u1eddng cho s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 ho\u1eb7c k\u1ebf ho\u1ea1ch c\u1ee7a b\u1ea1n t\u1ea1i local v\u00e0 global market.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMarketing strategy: X\u00e1c \u0111\u1ecbnh trong ph\u1ea7n m\u00f4 t\u1ea3 chi ti\u1ebft.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERequired staff: D\u1ef1 \u00e1n n\u00e0y c\u1ea7n nh\u1eefng ngu\u1ed3n nh\u00e2n l\u1ef1c n\u00e0o.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETimeline v\u00e0 schedule: S\u1eed d\u1ee5ng c\u00e1c \u0111i\u1ec3m \u0111\u00e1nh d\u1ea5u t\u1ea1m th\u1eddi quan tr\u1ecdng \u0111\u1ec3 cho bi\u1ebft khi n\u00e0o d\u1ef1 \u00e1n s\u1ebd ho\u00e0n th\u00e0nh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProject financials: l\u00e0 nh\u1eefng c\u00e1ch kh\u00e1c nhau m\u00e0 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 h\u1ea1ch to\u00e1n v\u1ec1 s\u1ed1 ti\u1ec1n chi ti\u00eau v\u00e0 ki\u1ebfm \u0111\u01b0\u1ee3c t\u1eeb c\u00e1c d\u1ef1 \u00e1n. M\u1ed9t trong nh\u1eefng kh\u00eda c\u1ea1nh quan tr\u1ecdng nh\u1ea5t c\u1ee7a qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh l\u00e0 t\u1ea1o v\u00e0 theo d\u00f5i project financials m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EV\u00ed d\u1ee5 th\u1ef1c t\u1ebf v\u1ec1 Feasibility Study\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111\u1ecba ph\u01b0\u01a1ng lo ng\u1ea1i v\u1ec1 t\u00ecnh tr\u1ea1ng c\u1ee7a t\u00f2a nh\u00e0 khoa h\u1ecdc \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u00e0o nh\u1eefng n\u0103m 1970. C\u00e1c quan ch\u1ee9c c\u1ee7a tr\u01b0\u1eddng \u0111\u00e3 t\u00ecm c\u00e1ch x\u00e1c \u0111\u1ecbnh chi ph\u00ed v\u00e0 l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c m\u1edf r\u1ed9ng v\u00e0 n\u00e2ng c\u1ea5p t\u00f2a nh\u00e0 d\u1ef1a tr\u00ean nh\u1eefng ti\u1ebfn b\u1ed9 khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 trong 20 n\u0103m qua. Do \u0111\u00f3, m\u1ed9t nghi\u00ean c\u1ee9u kh\u1ea3 thi \u0111\u00e3 \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c quan ch\u1ee9c c\u1ee7a tr\u01b0\u1eddng \u0111\u00e3 xem x\u00e9t m\u1ed9t s\u1ed1 l\u1ef1a ch\u1ecdn v\u00e0 c\u00e2n nh\u1eafc chi ph\u00ed c\u0169ng nh\u01b0 l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c n\u00e2ng c\u1ea5p v\u00e0 m\u1edf r\u1ed9ng t\u00f2a nh\u00e0 khoa h\u1ecdc. \u0110\u1ed3ng th\u1eddi, h\u1ecd c\u0169ng b\u00e0y t\u1ecf lo ng\u1ea1i v\u1ec1 chi ph\u00ed c\u1ee7a d\u1ef1 \u00e1n v\u00e0 ph\u1ea3n \u1ee9ng c\u1ee7a c\u00f4ng ch\u00fang. T\u00f2a nh\u00e0 khoa h\u1ecdc m\u1edbi \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t s\u1ebd l\u1edbn h\u01a1n t\u00f2a nh\u00e0 hi\u1ec7n t\u1ea1i. H\u1ed9i \u0111\u1ed3ng \u0111\u00e3 t\u1eeb ch\u1ed1i c\u00e1c \u0111\u1ec1 xu\u1ea5t t\u01b0\u01a1ng t\u1ef1 trong qu\u00e1 kh\u1ee9. Nghi\u00ean c\u1ee9u kh\u1ea3 thi s\u1ebd gi\u1ea3i quy\u1ebft nh\u1eefng m\u1ed1i quan ng\u1ea1i n\u00e0y khi ph\u00e2n t\u00edch m\u1ecdi v\u1ea5n \u0111\u1ec1 ph\u00e1p l\u00fd ho\u1eb7c quy ho\u1ea1ch c\u00f3 th\u1ec3 x\u1ea3y ra.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi \u0111\u00e3 xem x\u00e9t c\u00e1c y\u00eau c\u1ea7u c\u00f4ng ngh\u1ec7 c\u1ee7a kh\u00e1i ni\u1ec7m \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t (t\u00f2a nh\u00e0 khoa h\u1ecdc m\u1edbi), l\u1ee3i \u00edch ti\u1ec1m n\u0103ng cho sinh vi\u00ean v\u00e0 kh\u1ea3 n\u0103ng t\u1ed3n t\u1ea1i l\u00e2u d\u00e0i c\u1ee7a n\u00f3. Hi\u1ec7n \u0111\u1ea1i h\u00f3a c\u01a1 s\u1edf khoa h\u1ecdc s\u1ebd t\u0103ng ti\u1ec1m n\u0103ng nghi\u00ean c\u1ee9u khoa h\u1ecdc v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c modules c\u1ee7a n\u00f3, \u0111\u1ed3ng th\u1eddi thu h\u00fat nhi\u1ec1u sinh vi\u00ean m\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6970\" style=\"width: 271px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6970\" class=\"wp-image-6970 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-2.jpg\" alt=\"Feasibility study t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn m\u1ecdi h\u1ea1ng m\u1ee5c c\u1ee7a d\u1ef1 \u00e1n\" width=\"261\" height=\"193\" \/\u003E\u003Cp id=\"caption-attachment-6970\" class=\"wp-caption-text\"\u003EFeasibility study t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn m\u1ecdi h\u1ea1ng m\u1ee5c c\u1ee7a d\u1ef1 \u00e1n\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c d\u1ef1 b\u00e1o t\u00e0i ch\u00ednh cung c\u1ea5p th\u00f4ng tin v\u1ec1 ph\u1ea1m vi v\u00e0 chi ph\u00ed c\u1ee7a d\u1ef1 \u00e1n n\u00e0y c\u0169ng nh\u01b0 th\u00f4ng tin v\u1ec1 vi\u1ec7c huy \u0111\u1ed9ng v\u1ed1n. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c ph\u00e1t h\u00e0nh tr\u00e1i phi\u1ebfu c\u1ee7a nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 khai th\u00e1c ngu\u1ed3n t\u00e0i tr\u1ee3 c\u1ee7a n\u00f3. C\u00e1c d\u1ef1 b\u00e1o c\u0169ng gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1ch ch\u01b0\u01a1ng tr\u00ecnh khoa h\u1ecdc m\u1edbi thu h\u00fat nhi\u1ec1u sinh vi\u00ean m\u1edbi \u0111\u0103ng k\u00fd v\u00e0o c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01b0\u1ee3c cung c\u1ea5p, t\u0103ng doanh thu h\u1ecdc ph\u00ed v\u00e0 l\u1ec7 ph\u00ed.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u kh\u1ea3 thi \u0111\u00e3 ch\u1ee9ng minh r\u1eb1ng \u00fd t\u01b0\u1edfng \u0111\u1ec1 xu\u1ea5t l\u00e0 kh\u1ea3 thi, cho ph\u00e9p m\u1edf r\u1ed9ng v\u00e0 hi\u1ec7n \u0111\u1ea1i h\u00f3a t\u00f2a nh\u00e0 khoa h\u1ecdc. Nghi\u00ean c\u1ee9u kh\u1ea3 thi s\u1ebd kh\u00f4ng \u0111\u1ec3 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd tr\u01b0\u1eddng h\u1ecdc bi\u1ebft li\u1ec7u k\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng c\u00f3 kh\u1ea3 thi hay kh\u00f4ng n\u1ebfu kh\u00f4ng c\u00f3 nghi\u00ean c\u1ee9u b\u00e0i b\u1ea3n n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a project management training \u0111\u00e3 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 trong v\u00e0i n\u0103m qua v\u00e0 nh\u1eefng thay \u0111\u1ed5i n\u00e0y d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd ti\u1ebfp t\u1ee5c v\u00e0 m\u1edf r\u1ed9ng. K\u00e8m theo \u0111\u00f3, nhu c\u1ea7u ghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study s\u1ebd ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c nh\u00ecn nh\u1eadn m\u1ed9t c\u00e1ch nghi\u00eam t\u00fac h\u01a1n v\u00e0 gia t\u0103ng t\u1ea7n su\u1ea5t th\u1ef1c hi\u1ec7n. Theo d\u00f5i Cole v\u00e0 tham gia c\u00e1c\u003Cstrong\u003E\u00a0\u003C\/strong\u003E\u003Cspan data-sheets-root=\"1\" data-sheets-value=\"{"1":2,"2":"kh\u00f3a h\u1ecdc ba online"}\" data-sheets-userformat=\"{"2":15231,"3":{"1":0},"4":{"1":2,"2":15916251},"5":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"6":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"7":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"8":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"9":0,"11":0,"12":0,"14":{"1":2,"2":0},"15":"\\"Times New Roman\\", serif","16":12}\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc ba online\u003C\/strong\u003E\u003C\/a\u003E\u00a0\u003C\/span\u003Ech\u1ea5t l\u01b0\u1ee3ng\u00a0\u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng tin t\u1ee9c v\u00e0 ki\u1ebfn m\u1edbi nh\u1ea5t v\u1ec1 khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o th\u00eam \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-analyst-data-analysis\/\"\u003Ekh\u00f3a \u0111\u00e0o t\u1ea1o data analyst\u003C\/a\u003E \u003C\/strong\u003E\u0111\u1ec3 trau d\u1ed3i th\u00eam nhi\u1ec1u k\u1ef9 n\u0103ng m\u1edbi nh\u1ea5t trong l\u0129nh v\u1ef1c b\u1ea1n ch\u1ecdn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/tableau-public\/\"\u003E\u003Cstrong\u003ETableau Public\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 g\u00ec? L\u1ee3i \u00edch khi s\u1eed d\u1ee5ng Tableau Public\u003C\/p\u003E\n","post_excerpt":"Nghi\u00ean c\u1ee9u kh\u1ea3 thi – Feasibility Study l\u00e0 \u0111i\u1ec1u b\u1eaft bu\u1ed9c c\u1ea7n c\u00f3 tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u m\u1ed9t d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p, quy m\u00f4 l\u1edbn v\u00e0 c\u00f3 t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn c\u00f4ng ty c\u1ee7a b\u1ea1n. N\u1ebfu b\u1ea1n \u0111ang s\u1eb5n s\u00e0ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i l\u1edbn cho doanh nghi\u1ec7p c\u1ee7a m\u00ecnh, Cole s\u1ebd […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1.jpg"},{"ID":6943,"post_title":"Tableau Public l\u00e0 g\u00ec? L\u1ee3i \u00edch khi s\u1eed d\u1ee5ng Tableau Public","post_date":"07\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/tableau-public\"\u003E\u003Cstrong\u003ETableau Public\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 n\u1ec1n t\u1ea3ng gi\u00fap vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u tr\u1edf n\u00ean d\u1ec5 d\u00e0ng v\u1edbi kho l\u01b0u tr\u1eef data visualizations l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi \u0111\u1ec3 duy\u1ec7t v\u00e0 h\u1ecdc h\u1ecfi m\u00e0 kh\u00f4ng c\u00f3 b\u1ea5t c\u1ee9 r\u00e0o c\u1ea3n v\u1ec1 chi ph\u00ed khi b\u1eaft \u0111\u1ea7u. H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 t\u1ed5ng quan v\u1ec1 Tableau Public trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETableau Public l\u00e0 g\u00ec?\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETableau Public ra m\u1eaft v\u00e0o n\u0103m 2010 v\u1edbi s\u1ee9 m\u1ec7nh l\u00e0m cho d\u1eef li\u1ec7u tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u00e0 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a c\u00f4ng vi\u1ec7c th\u01b0\u1eddng ng\u00e0y. Tableau Public l\u00e0 n\u1ec1n t\u1ea3ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 xem v\u00e0 s\u1edf h\u1eefu d\u1eef li\u1ec7u c\u00f4ng khai, \u0111\u1ed3ng th\u1eddi chia s\u1ebb nh\u1eefng insights \u0111\u00f3 v\u1edbi nh\u1eefng ng\u01b0\u1eddi kh\u00e1c tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00f3 l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c m\u1edbi \u0111\u1ea7y t\u00e1o b\u1ea1o nh\u1eb1m cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng tr\u1ef1c tuy\u1ebfn mi\u1ec5n ph\u00ed m\u00e0 b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u1ec3 kh\u00e1m ph\u00e1, t\u1ea1o v\u00e0 xu\u1ea5t b\u1ea3n c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan t\u01b0\u01a1ng t\u00e1c. \u0110i\u1ec1u n\u00e0y g\u00f3p ph\u1ea7n d\u00e2n ch\u1ee7 h\u00f3a d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn b\u1eb1ng c\u00e1ch l\u00e0m cho d\u1eef li\u1ec7u tr\u1edf n\u00ean h\u1ea5p d\u1eabn, gi\u00e0u th\u00f4ng tin v\u00e0 \u0111\u1eb9p m\u1eaft h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6944\" style=\"width: 1361px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6944\" class=\"wp-image-6944 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-3.png\" alt=\"T\u1ed5ng quan v\u1ec1 Tableau Public\" width=\"1351\" height=\"767\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-3.png 1351w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-3-300x170.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-3-1024x581.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-3-768x436.png 768w\" sizes=\"(max-width: 1351px) 100vw, 1351px\" \/\u003E\u003Cp id=\"caption-attachment-6944\" class=\"wp-caption-text\"\u003ET\u1ed5ng quan v\u1ec1 Tableau Public\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBan \u0111\u1ea7u, tr\u1ecdng t\u00e2m ch\u00ednh ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 bi\u1ebfn d\u1eef li\u1ec7u tr\u1edf th\u00e0nh first-class citizen tr\u00ean n\u1ec1n t\u1ea3ng web, gi\u1ed1ng nh\u01b0 YouTube \u0111\u00e3 l\u00e0m \u0111\u1ed1i v\u1edbi video. Ai c\u00f2n nh\u1edb c\u00e1c t\u1ec7p PDF t\u0129nh c\u00f3 d\u1eef li\u1ec7u kh\u00f4ng th\u1ec3 truy c\u1eadp \u0111\u01b0\u1ee3c? Ho\u1eb7c th\u1eadt th\u00fa v\u1ecb bi\u1ebft bao khi m\u1ed9t nh\u00e0 b\u00e1o \u0111\u01b0a b\u1ea5t k\u1ef3 h\u00ecnh th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e0o v\u00e0o m\u1ed9t c\u00e2u chuy\u1ec7n? T\u1ea5t nhi\u00ean, hi\u1ec7n nay vi\u1ec7c tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u mang t\u00ednh t\u01b0\u01a1ng t\u00e1c \u0111\u00e3 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn. Ch\u1eafc ch\u1eafn, d\u1eef li\u1ec7u t\u0129nh v\u1eabn x\u1ea3y ra, nh\u01b0ng th\u1ebf gi\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u00e3 \u0111i \u0111\u01b0\u1ee3c m\u1ed9t ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u01b0\u1eddi ba n\u0103m sau, Tableau Public v\u1eabn l\u00e0 n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh tr\u1ef1c tuy\u1ebfn mi\u1ec5n ph\u00ed duy nh\u1ea5t cho ph\u00e9p b\u1ea1n h\u1ecdc c\u00e1c k\u1ef9 n\u0103ng d\u1eef li\u1ec7u, t\u1ea1o v\u00e0 kh\u00e1m ph\u00e1 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, kh\u00e1m ph\u00e1 c\u00e1c c\u00e2u chuy\u1ec7n d\u1eef li\u1ec7u v\u1ec1 c\u00e1c ch\u1ee7 \u0111\u1ec1 quan t\u00e2m, t\u1ea1o danh m\u1ee5c c\u00f4ng vi\u1ec7c c\u1ee7a ri\u00eang b\u1ea1n \u0111\u1ec3 chia s\u1ebb v\u1edbi network, \u0111\u1ed3ng th\u1eddi t\u0103ng kh\u1ea3 n\u0103ng c\u00f3 \u0111\u01b0\u1ee3c vi\u1ec7c l\u00e0m t\u1ed1t h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng Tableau Public khi l\u00e0m vi\u1ec7c v\u1edbi data\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETableau Public cung c\u1ea5p tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp t\u1ed1t cho nh\u1eefng ng\u01b0\u1eddi b\u1eaft \u0111\u1ea7u l\u00e0m quen v\u1edbi l\u0129nh v\u1ef1c ph\u00e2n t\u00edch. B\u1ea1n c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o \u1ee9ng d\u1ee5ng v\u00e0 ngo\u00e0i ra, Tableau c\u00f2n c\u00f3 m\u1ed9t c\u1ed9ng \u0111\u1ed3ng h\u1eefu \u00edch lu\u00f4n support. B\u1ea1n c\u00f3 th\u1ec3 chia s\u1ebb c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh, x\u00e2y d\u1ef1ng kinh nghi\u1ec7m th\u1ef1c h\u00e0nh v\u00e0 n\u00e2ng cao ki\u1ebfn \u200b\u200bth\u1ee9c c\u0169ng nh\u01b0 k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh v\u1edbi n\u1ec1n t\u1ea3ng n\u00e0y. Tableau Public x\u1ee9ng \u0111\u00e1ng \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t b\u1edfi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ES\u1eed d\u1ee5ng mi\u1ec5n ph\u00ed\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1edbc h\u1ebft, Tableau Public l\u00e0 phi\u00ean b\u1ea3n mi\u1ec5n ph\u00ed c\u1ee7a Tableau. B\u1eb1ng c\u00e1ch t\u1ea1o m\u1ed9t t\u00e0i kho\u1ea3n tr\u1ef1c tuy\u1ebfn, b\u1ea1n c\u00f3 th\u1ec3 c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n dashboard ch\u1ec9 trong v\u00e0i ph\u00fat. N\u00f3 s\u1ebd cung c\u1ea5p cho b\u1ea1n h\u1ea7u h\u1ebft c\u00e1c ch\u1ee9c n\u0103ng t\u01b0\u01a1ng t\u1ef1 c\u00f3 tr\u00ean phi\u00ean b\u1ea3n tr\u1ea3 ph\u00ed c\u1ee7a Tableau. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n c\u00f3 th\u1ec3 t\u00ecm hi\u1ec3u c\u00e1ch t\u1ea1o, ch\u1ee9c n\u0103ng v\u00e0 tr\u1ef1c quan h\u00f3a dashboard theo c\u00e1ch gi\u1ed1ng h\u1ec7t nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6945\" style=\"width: 1135px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6945\" class=\"wp-image-6945 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4.png\" alt=\"S\u1eed d\u1ee5ng Tableau Public mi\u1ec5n ph\u00ed\" width=\"1125\" height=\"645\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4.png 1125w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4-300x172.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4-1024x587.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4-768x440.png 768w\" sizes=\"(max-width: 1125px) 100vw, 1125px\" \/\u003E\u003Cp id=\"caption-attachment-6945\" class=\"wp-caption-text\"\u003ES\u1eed d\u1ee5ng Tableau Public mi\u1ec5n ph\u00ed\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ETruy c\u1eadp offline\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u0169ng c\u00f3 th\u1ec3 t\u1ea3i xu\u1ed1ng phi\u00ean b\u1ea3n d\u00e0nh cho m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n mi\u1ec5n ph\u00ed, cho ph\u00e9p b\u1ea1n l\u00e0m vi\u1ec7c ngo\u1ea1i tuy\u1ebfn khi c\u1ea7n. Tuy nhi\u00ean, b\u1ea1n s\u1ebd c\u1ea7n xu\u1ea5t b\u1ea3n t\u00e1c ph\u1ea9m c\u1ee7a m\u00ecnh l\u00ean c\u1ed9ng \u0111\u1ed3ng tr\u1ef1c tuy\u1ebfn v\u00ec t\u00ednh n\u0103ng l\u01b0u c\u1ee5c b\u1ed9 kh\u00f4ng c\u00f3 s\u1eb5n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E \u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EKh\u1ea3 n\u0103ng di\u1ec5n h\u1ecda d\u1eef li\u1ec7u \u1ea5n t\u01b0\u1ee3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EData Analytics \u0111ang l\u00e0 xu th\u1ebf hi\u1ec7n nay. T\u00ecm hi\u1ec3u v\u1ec1 c\u00e1c c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin chi ti\u1ebft v\u1ec1 d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p l\u00e0 m\u1ed9t kh\u1ea3 n\u0103ng h\u1eefu \u00edch c\u1ea7n c\u00f3, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong m\u00f4i tr\u01b0\u1eddng c\u00f3 nh\u1ecbp \u0111\u1ed9 nhanh nh\u01b0 Salesforce \u2013 Tableau Public cung c\u1ea5p cho b\u1ea1n c\u00e1c c\u00f4ng c\u1ee5 b\u1ea1n c\u1ea7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6946\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6946\" class=\"wp-image-6946 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4.png\" alt=\"S\u00e1ng t\u1ea1o c\u00e1c dashboard v\u1edbi Tableau Public\" width=\"1200\" height=\"675\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4.png 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4-768x432.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003Cp id=\"caption-attachment-6946\" class=\"wp-caption-text\"\u003ES\u00e1ng t\u1ea1o c\u00e1c dashboard v\u1edbi Tableau Public\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ELearning Space\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00fd do ch\u00ednh khi\u1ebfn Tableau Public t\u1ed3n t\u1ea1i ch\u00ednh l\u00e0 v\u00ec c\u1ed9ng \u0111\u1ed3ng. Cho d\u00f9 b\u1ea1n \u0111ang ch\u1ecdn Tableau \u0111\u1ec3 h\u1ecdc m\u1ed9t k\u1ef9 n\u0103ng m\u1edbi, b\u1ea1n \u0111ang chu\u1ea9n b\u1ecb cho m\u1ed9t cu\u1ed9c ph\u1ecfng v\u1ea5n hay b\u1ea1n ch\u1ec9 mu\u1ed1n gi\u1ea3i tr\u00ed m\u1ed9t ch\u00fat, Tableau Public s\u1ebd lu\u00f4n l\u00e0 n\u01a1i \u0111\u1ec3 b\u1ea1n b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u v\u1ec1 visual analytics m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 nhi\u1ec1u d\u1ef1 \u00e1n c\u1ed9ng \u0111\u1ed3ng m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 tham gia \u0111\u1ec3 n\u00e2ng cao k\u1ef9 n\u0103ng ph\u00e2n t\u00edch c\u1ee7a m\u00ecnh v\u00e0 l\u00e0m quen v\u1edbi nh\u1eefng ng\u01b0\u1eddi d\u00f9ng kh\u00e1c nh\u01b0 Viz of the Day, Back to Viz Basics, Makeover Monday,…\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETh\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y c\u0169ng l\u00e0 n\u01a1i tuy\u1ec7t v\u1eddi \u0111\u1ec3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng h\u00ecnh \u1ea3nh v\u1ec1 k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n. M\u1ecdi dashboards b\u1ea1n t\u1ea1o v\u00e0 xu\u1ea5t b\u1ea3n s\u1ebd \u0111\u01b0\u1ee3c chia s\u1ebb tr\u1ef1c tuy\u1ebfn. \u0110\u00e2y l\u00e0 c\u01a1 h\u1ed9i ho\u00e0n h\u1ea3o \u0111\u1ec3 chia s\u1ebb ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a b\u1ea1n v\u1edbi to\u00e0n b\u1ed9 c\u1ed9ng \u0111\u1ed3ng, \u0111\u1ed3ng th\u1eddi h\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng ng\u01b0\u1eddi kh\u00e1c v\u00e0 ph\u1ea3n \u00e1nh c\u00e1c k\u1ef9 n\u0103ng m\u1edbi c\u1ee7a b\u1ea1n trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n dashboards.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6947\" style=\"width: 1100px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6947\" class=\"wp-image-6947 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3.png\" alt=\"Tableau Public gi\u00fap user th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng ph\u00e2n t\u00edch\" width=\"1090\" height=\"716\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3.png 1090w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3-300x197.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3-1024x673.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-3-768x504.png 768w\" sizes=\"(max-width: 1090px) 100vw, 1090px\" \/\u003E\u003Cp id=\"caption-attachment-6947\" class=\"wp-caption-text\"\u003ETableau Public gi\u00fap user th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng ph\u00e2n t\u00edch\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EHire Me Button\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i kho\u1ea3n Tableau Public c\u1ee7a b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m h\u1ed3 s\u01a1 \u0111\u1ec3 qu\u1ea3ng b\u00e1 n\u0103ng l\u1ef1c c\u1ee7a b\u1ea1n v\u1edbi c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng ti\u1ec1m n\u0103ng. N\u00fat “Hire Me” s\u1ebd cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kh\u00e1c li\u00ean h\u1ec7 tr\u1ef1c ti\u1ebfp v\u1edbi b\u1ea1n khi c\u00f3 c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p. \u0110i\u1ec1u quan tr\u1ecdng nh\u1ea5t \u0111\u1ec3 th\u00e0nh c\u00f4ng l\u00e0 h\u1ed3 s\u01a1 tr\u1ef1c tuy\u1ebfn c\u1ee7a b\u1ea1n ph\u1ea3i ch\u1ee9a nhi\u1ec1u lo\u1ea1i dashboard kh\u00e1c nhau th\u1ef1c s\u1ef1 th\u1ec3 hi\u1ec7n \u0111\u01b0\u1ee3c k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ENh\u1eefng \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi s\u1eed d\u1ee5ng Tableau Public\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1ec1 c\u01a1 b\u1ea3n, vi\u1ec7c truy c\u1eadp \u1ee9ng d\u1ee5ng l\u00e0 mi\u1ec5n ph\u00ed. T\u1ea5t nhi\u00ean, quy\u1ec1n truy c\u1eadp mi\u1ec5n ph\u00ed s\u1ebd c\u00f3 nh\u1eefng h\u1ea1n ch\u1ebf trong vi\u1ec7c s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng. B\u1ea1n c\u1ea7n bi\u1ebft \u0111i\u1ec1u n\u00e0y \u0111\u1ec3 hi\u1ec3u r\u1eb1ng li\u1ec7u n\u00f3 c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi m\u00ecnh hay kh\u00f4ng. Nh\u1eefng h\u1ea1n ch\u1ebf \u1edf \u0111\u00e2y l\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa 2 phi\u00ean b\u1ea3n Tableau tr\u1ea3 ph\u00ed v\u00e0 Tableau Public.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETruy c\u1eadp ngu\u1ed3n d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 h\u00e0ng t\u00e1 data sources kh\u00e1c nhau m\u00e0 Tableau cho ph\u00e9p b\u1ea1n k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp, ch\u1eb3ng h\u1ea1n nh\u01b0 Salesforce, Microsoft SQL, AWS,… Tuy nhi\u00ean, Tableau Public b\u1ecb h\u1ea1n ch\u1ebf v\u1ec1 m\u1eb7t n\u00e0y. N\u00f3 ch\u1ec9 cho ph\u00e9p truy c\u1eadp v\u00e0o c\u00e1c b\u1ea3n sao c\u1ee5c b\u1ed9 nh\u01b0 b\u1ea3ng t\u00ednh, t\u1ec7p v\u0103n b\u1ea3n ho\u1eb7c Tableau Data Extracts.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ECh\u1ec9 publish tr\u1ef1c tuy\u1ebfn\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETableau Public kh\u00f4ng cung c\u1ea5p cho b\u1ea1n quy\u1ec1n truy c\u1eadp M\u00e1y ch\u1ee7 Tableau private ho\u1eb7c kh\u1ea3 n\u0103ng l\u01b0u dashboard c\u1ee5c b\u1ed9 tr\u00ean m\u00e1y c\u1ee7a b\u1ea1n. N\u00f3 ho\u00e0n to\u00e0n l\u00e0 hi\u1ec7n th\u1ecb online v\u00e0 m\u1ecdi dashboard \u0111\u00e3 ho\u00e0n th\u00e0nh s\u1ebd \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n tr\u1ef1c tuy\u1ebfn t\u1edbi c\u1ed9ng \u0111\u1ed3ng Tableau r\u1ed9ng l\u1edbn h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 \u1ea9n dashboards kh\u1ecfi h\u1ed3 s\u01a1 c\u1ee7a m\u00ecnh, m\u1eb7c d\u00f9 \u0111i\u1ec1u n\u00e0y kh\u00f4ng ho\u00e0n to\u00e0n ri\u00eang t\u01b0 – ng\u01b0\u1eddi d\u00f9ng v\u1eabn c\u00f3 th\u1ec3 xem t\u00e1c ph\u1ea9m c\u1ee7a b\u1ea1n v\u00ec li\u00ean k\u1ebft v\u1eabn c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm \u0111\u01b0\u1ee3c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u1ed1i quan t\u00e2m v\u1ec1 b\u1ea3o m\u1eadt\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDo t\u00ednh ch\u1ea5t c\u1ee7a\u00a0 Tableau, b\u1ea1n n\u00ean l\u01b0u \u00fd \u0111\u1ebfn c\u00e1c c\u00e2n nh\u1eafc v\u1ec1 b\u1ea3o m\u1eadt. B\u1ea1n kh\u00f4ng n\u00ean s\u1eed d\u1ee5ng b\u1ea5t k\u1ef3 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n ho\u1eb7c nh\u1ea1y c\u1ea3m n\u00e0o trong Tableau Public, v\u00ec t\u1ea5t c\u1ea3 ng\u01b0\u1eddi d\u00f9ng kh\u00e1c trong c\u1ed9ng \u0111\u1ed3ng Tableau s\u1ebd nh\u00ecn th\u1ea5y \u0111i\u1ec1u n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ec l\u00fd do n\u00e0y, vi\u1ec7c s\u1eed d\u1ee5ng Tableau Public trong doanh nghi\u1ec7p n\u00ean b\u1ecb h\u1ea1n ch\u1ebf. T\u00f4i th\u1ef1c s\u1ef1 khuy\u00ean b\u1ea1n n\u00ean s\u1eed d\u1ee5ng n\u00f3 cho m\u1ee5c \u0111\u00edch c\u00e1 nh\u00e2n ho\u1eb7c h\u1ecdc t\u1eadp, ch\u1eb3ng h\u1ea1n nh\u01b0 vi\u1ec7c nghi\u00ean c\u1ee9u ho\u1eb7c chia s\u1ebb th\u00f4ng tin \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 r\u1ed9ng r\u00e3i. N\u1ebfu b\u1ea1n lo l\u1eafng v\u1ec1 d\u1eef li\u1ec7u c\u00f4ng ty c\u1ee7a m\u00ecnh, b\u1ea1n c\u00f3 th\u1ec3 c\u00e2n nh\u1eafc s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m kh\u00e1c c\u1ee7a Tableau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EKh\u00f4ng t\u1ef1 \u0111\u1ed9ng h\u00f3a\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c t\u1ea1o dashboard gi\u1ed1ng nh\u01b0 s\u1ea3n ph\u1ea9m \u2018one-off’ cho c\u00e1c t\u1eadp d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n khi s\u1eed d\u1ee5ng Tableau Public. Kh\u00f4ng gi\u1ed1ng nh\u01b0 Tableau Server, dashboard data sources kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c l\u00e0m m\u1edbi t\u1ef1 \u0111\u1ed9ng, do \u0111\u00f3 d\u1eef li\u1ec7u s\u1ebd \u1edf tr\u1ea1ng th\u00e1i t\u0129nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6948\" style=\"width: 993px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6948\" class=\"wp-image-6948 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-4.png\" alt=\"D\u1eef li\u1ec7u lu\u00f4n \u1edf tr\u1ea1ng th\u00e1i t\u0129nh trong Tableau Public\" width=\"983\" height=\"599\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-4.png 983w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-4-300x183.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-4-768x468.png 768w\" sizes=\"(max-width: 983px) 100vw, 983px\" \/\u003E\u003Cp id=\"caption-attachment-6948\" class=\"wp-caption-text\"\u003ED\u1eef li\u1ec7u lu\u00f4n \u1edf tr\u1ea1ng th\u00e1i t\u0129nh trong Tableau Public\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EKh\u00f4ng c\u00f3 template\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECRM Analytics r\u1ea5t tuy\u1ec7t v\u1eddi v\u00ec n\u00f3 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u00edch h\u1ee3p Salesforce s\u1eed d\u1ee5ng c\u00e1c m\u1eabu dashboard nh\u01b0 t\u00ednh to\u00e1n KPI. Ch\u1ee9c n\u0103ng n\u00e0y s\u1ebd kh\u00f4ng c\u00f3 s\u1eb5n cho b\u1ea1n v\u00e0 t\u1ea5t c\u1ea3 c\u00e1c dashboard s\u1ebd c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c t\u1ea1o t\u1eeb \u0111\u1ea7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EGi\u1edbi h\u1ea1n d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, Tableau Public c\u00f2n c\u00f3 gi\u1edbi h\u1ea1n d\u1eef li\u1ec7u. Hi\u1ec7n t\u1ea1i, c\u00e1c user m\u1edbi c\u1ee7a Tableau trong giai \u0111o\u1ea1n kh\u00e1m ph\u00e1 s\u1ebd kh\u00f4ng b\u1ecb \u1ea3nh h\u01b0\u1edfng, nh\u01b0ng n\u1ebfu b\u1ea1n c\u00f3 b\u1ed9 d\u1eef li\u1ec7u l\u1edbn h\u01a1n 10 tri\u1ec7u b\u1ea3n ghi cho m\u1ed7i data source th\u00ec \u0111\u00e2y s\u1ebd l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1. Tableau Public s\u1ebd gi\u1edbi h\u1ea1n 10GB n\u1ed9i dung cho m\u1ed7i t\u00e0i kho\u1ea3n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6949\" style=\"width: 1250px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6949\" class=\"wp-image-6949 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-3.jpg\" alt=\"Tableau Public c\u00f3 gi\u1edbi h\u1ea1n d\u1eef li\u1ec7u v\u1edbi ng\u01b0\u1eddi d\u00f9ng\" width=\"1240\" height=\"836\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-3.jpg 1240w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-3-300x202.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-3-1024x690.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-3-768x518.jpg 768w\" sizes=\"(max-width: 1240px) 100vw, 1240px\" \/\u003E\u003Cp id=\"caption-attachment-6949\" class=\"wp-caption-text\"\u003ETableau Public c\u00f3 gi\u1edbi h\u1ea1n d\u1eef li\u1ec7u v\u1edbi ng\u01b0\u1eddi d\u00f9ng\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETableau l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn tuy\u1ec7t v\u1eddi v\u1edbi b\u1ea5t c\u1ee9 ai th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Tableau Public cung c\u1ea5p ch\u1ee9c n\u0103ng c\u00f3 s\u1eb5n mi\u1ec5n ph\u00ed v\u00e0 s\u1ebd l\u00e0 kh\u1edfi \u0111\u1ea7u t\u1ed1t n\u1ebfu b\u1ea1n m\u1edbi b\u1eaft \u0111\u1ea7u kh\u00e1m ph\u00e1 v\u00e0 s\u1eed d\u1ee5ng Tableau. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c ki\u1ebfn th\u1ee9c m\u1edbi v\u00e0 tham gia c\u00e1c kh\u00f3a h\u1ecdc \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Ekh\u00f3a h\u1ecdc v\u1ec1 business analyst\u003C\/a\u003E \u003C\/strong\u003Ech\u1ea5t l\u01b0\u1ee3ng nh\u1ea5t Vi\u1ec7t Nam v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00ean c\u1ea1nh \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o th\u00eam \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-analyst-data-analysis\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc data analyst online\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 trau d\u1ed3i th\u00eam nhi\u1ec1u k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c m\u1edbi nh\u1ea5t trong l\u0129nh v\u1ef1c b\u1ea1n ch\u1ecdn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/net-la-gi\/\"\u003E.NET l\u00e0 g\u00ec\u003C\/a\u003E? T\u1ed5ng quan v\u1ec1 c\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a .NET\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Tableau Public l\u00e0 n\u1ec1n t\u1ea3ng gi\u00fap vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u tr\u1edf n\u00ean d\u1ec5 d\u00e0ng v\u1edbi kho l\u01b0u tr\u1eef data visualizations l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi \u0111\u1ec3 duy\u1ec7t v\u00e0 h\u1ecdc h\u1ecfi m\u00e0 kh\u00f4ng c\u00f3 b\u1ea5t c\u1ee9 r\u00e0o c\u1ea3n v\u1ec1 chi ph\u00ed khi b\u1eaft \u0111\u1ea7u. H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 t\u1ed5ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-4.png"},{"ID":6932,"post_title":"T\u1ed5ng quan v\u1ec1 qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5","post_date":"06\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/qua-trinh-tai-thiet-ke-quy-trinh-nghiep-vu\"\u003E\u003Cstrong\u003EQu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\u003C\/strong\u003E\u003C\/a\u003E t\u1ea1o \u0111i\u1ec1u ki\u1ec7n ph\u00e2n t\u00edch h\u1ec7 th\u1ed1ng li\u00ean t\u1ee5c v\u00e0 t\u00e1i c\u1ea5u tr\u00fac c\u00e1c quy tr\u00ecnh hi\u1ec7n c\u00f3, gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u00e0 gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed. H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 t\u1ed5ng quan v\u1ec1 Business Process Reengineering – quy\u1ebft \u0111\u1ecbnh t\u00e1o b\u1ea1o v\u00e0 c\u1ea7n thi\u1ebft cho m\u1ecdi doanh nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EQu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5 l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5 – Business Process Reengineering (vi\u1ebft t\u1eaft l\u00e0 BPR) l\u00e0 m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c mang t\u00ednh chuy\u1ec3n \u0111\u1ed5i nh\u1eb1m c\u1ea3i ti\u1ebfn ho\u00e0n to\u00e0n ho\u1ea1t \u0111\u1ed9ng kinh doanh. N\u00f3 h\u01b0\u1edbng t\u1edbi nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 v\u1ec1 n\u0103ng su\u1ea5t, chu k\u1ef3, ch\u1ea5t l\u01b0\u1ee3ng c\u0169ng nh\u01b0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a nh\u00e2n vi\u00ean v\u00e0 kh\u00e1ch h\u00e0ng. BPR ra \u0111\u1eddi nh\u1eb1m m\u1ee5c \u0111\u00edch c\u01a1 c\u1ea5u l\u1ea1i quy tr\u00ecnh kinh doanh \u0111\u1ec3 c\u00f3 nh\u1eefng c\u1ea3i ti\u1ebfn v\u01b0\u1ee3t tr\u1ed9i cho doanh nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6933\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6933\" class=\"wp-image-6933 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-6.jpg\" alt=\"T\u1ed5ng quan v\u1ec1 Business Process Reengineering\" width=\"1600\" height=\"900\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-6.jpg 1600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-6-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-6-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-6-768x432.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-6-1536x864.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/\u003E\u003Cp id=\"caption-attachment-6933\" class=\"wp-caption-text\"\u003ET\u1ed5ng quan v\u1ec1 Business Process Reengineering\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EReengineering – t\u00e1i c\u1ea5u tr\u00fac, th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 k\u1ef9 thu\u1eadt \u0111\u1ea3o ng\u01b0\u1ee3c ho\u1eb7c t\u00e1i c\u1ea5u tr\u00fac ph\u1ea7n m\u1ec1m, l\u00e0 m\u1ed9t ho\u1ea1t \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e2n t\u00edch, thi\u1ebft k\u1ebf v\u00e0 s\u1eeda \u0111\u1ed5i c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m c\u00f3 s\u1eb5n. M\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a qu\u00e1 tr\u00ecnh n\u00e0y l\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng, hi\u1ec7u su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng b\u1ea3o tr\u00ec c\u1ee7a ch\u00fang. T\u00e1i c\u1ea5u tr\u00fac c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 v\u1ec1 hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a ph\u1ea7n m\u1ec1m, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb trong l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n v\u00e0 b\u1ea3o tr\u00ec ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EBusiness Process Reengineering gi\u1ed1ng hay kh\u00e1c Business Process Improvement\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ef1a v\u00e0o di\u1ec5n gi\u1ea3i b\u00ean tr\u00ean, b\u1ea1n c\u00f3 th\u1ec3 cho r\u1eb1ng Business Process Reengineering gi\u1ed1ng v\u1edbi\u00a0 Business Process Improvement (vi\u1ebft t\u1eaft l\u00e0 BPI)- c\u1ea3i ti\u1ebfn quy tr\u00ecnh kinh doanh. Th\u1ef1c ch\u1ea5t, c\u00f3 nh\u1eefng kh\u00e1c bi\u1ec7t c\u01a1 b\u1ea3n \u0111\u1ec3 ph\u00e2n bi\u1ec7t hai thu\u1eadt ng\u1eef n\u00e0y. BPI c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh m\u1ed9t v\u00e0i quy t\u1eafc nh\u1ecf nh\u01b0ng t\u00e1i c\u1ea5u tr\u00fac l\u00e0 m\u1ed9t c\u00e2u chuy\u1ec7n ho\u00e0n to\u00e0n kh\u00e1c v\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n \u0111\u1ec3 nh\u00ecn xa h\u01a1n c\u00e1c ranh gi\u1edbi \u0111\u00e3 x\u00e1c \u0111\u1ecbnh v\u00e0 mang l\u1ea1i nh\u1eefng thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 cho doanh nghi\u1ec7p.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong khi BPI l\u00e0 m\u1ed9t thi\u1ebft l\u1eadp t\u0103ng d\u1ea7n t\u1eadp trung v\u00e0o vi\u1ec7c m\u00e0y m\u00f2 c\u00e1c quy tr\u00ecnh hi\u1ec7n c\u00f3 \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u00fang, th\u00ec BPR l\u1ea1i nh\u00ecn v\u00e0o b\u1ee9c tranh r\u1ed9ng h\u01a1n. BPI kh\u00f4ng \u0111i ng\u01b0\u1ee3c l\u1ea1i quy lu\u1eadt. N\u00f3 x\u00e1c \u0111\u1ecbnh c\u00e1c n\u00fat th\u1eaft c\u1ed5 chai c\u1ee7a quy tr\u00ecnh v\u00e0 \u0111\u1ec1 xu\u1ea5t nh\u1eefng thay \u0111\u1ed5i trong c\u00e1c ch\u1ee9c n\u0103ng c\u1ee5 th\u1ec3. Framework quy tr\u00ecnh v\u1ec1 c\u01a1 b\u1ea3n v\u1eabn gi\u1eef nguy\u00ean khi th\u1ef1c hi\u1ec7n BPI. M\u1eb7t kh\u00e1c, BPR b\u00e1c b\u1ecf c\u00e1c quy t\u1eafc hi\u1ec7n c\u00f3 v\u00e0 th\u01b0\u1eddng th\u1ef1c hi\u1ec7n m\u1ed9t l\u1ed9 tr\u00ecnh \u0111\u1ed9c \u0111\u00e1o \u0111\u1ec3 x\u00e2y d\u1ef1ng l\u1ea1i c\u00e1c quy tr\u00ecnh t\u1eeb g\u00f3c \u0111\u1ed9 qu\u1ea3n l\u00fd c\u1ea5p cao.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6934\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6934\" class=\"wp-image-6934 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4.jpg\" alt=\"So s\u00e1nh BPR v\u00e0 BPI - t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\" width=\"1024\" height=\"768\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-4-768x576.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6934\" class=\"wp-caption-text\"\u003ESo s\u00e1nh BPR v\u00e0 BPI\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ea5y v\u00ed d\u1ee5 c\u1ee5 th\u1ec3, n\u1ebfu coi BPI gi\u1ed1ng nh\u01b0 n\u00e2ng c\u1ea5p m\u1ed9t h\u1ec7 th\u1ed1ng \u1ed1ng x\u1ea3 c\u1ee7a c\u1ed7 m\u00e1y – d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n. T\u00e1i c\u1ea5u tr\u00fac quy tr\u00ecnh kinh doanh, BPR l\u00e0 vi\u1ec7c xem x\u00e9t l\u1ea1i to\u00e0n b\u1ed9 c\u00e1ch x\u1eed l\u00fd kh\u00ed th\u1ea3i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E5 b\u01b0\u1edbc c\u1ee7a qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 gi\u1eef cho qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5 \u0111\u01b0\u1ee3c c\u00f4ng b\u1eb1ng, minh b\u1ea1ch v\u00e0 hi\u1ec7u qu\u1ea3, c\u00e1c stakeholders c\u1ea7n hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1c b\u01b0\u1edbc ch\u00ednh c\u1ee7a Business Process Reengineering. M\u1eb7c d\u00f9 quy tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 kh\u00e1c nhau gi\u1eefa c\u00e1c t\u1ed5 ch\u1ee9c, nh\u01b0ng c\u00e1c b\u01b0\u1edbc \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n t\u00f3m t\u1eaft ng\u1eafn g\u1ecdn quy tr\u00ecnh:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 1: L\u1eadp b\u1ea3n \u0111\u1ed3 hi\u1ec7n tr\u1ea1ng quy tr\u00ecnh kinh doanh c\u1ee7a b\u1ea1n: Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb t\u1ea5t c\u1ea3 c\u00e1c t\u00e0i nguy\u00ean – c\u1ea3 c\u00f4ng c\u1ee5 ph\u1ea7n m\u1ec1m v\u00e0 c\u00e1c b\u00ean li\u00ean quan \u0111\u1ec3 hi\u1ec3u r\u00f5 quy tr\u00ecnh hi\u1ec7n \u0111ang ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 2: Ph\u00e2n t\u00edch ch\u00fang v\u00e0 t\u00ecm ra m\u1ecdi l\u1ed7 h\u1ed5ng ho\u1eb7c c\u00e1c disconnects trong quy tr\u00ecnh: X\u00e1c \u0111\u1ecbnh t\u1ea5t c\u1ea3 c\u00e1c l\u1ed7i v\u00e0 s\u1ef1 ch\u1eadm tr\u1ec5 c\u1ea3n tr\u1edf free flow c\u1ee7a quy tr\u00ecnh. \u0110\u1ea3m b\u1ea3o r\u1eb1ng t\u1ea5t c\u1ea3 th\u00f4ng tin chi ti\u1ebft \u0111\u1ec1u c\u00f3 s\u1eb5n trong c\u00e1c b\u01b0\u1edbc t\u01b0\u01a1ng \u1ee9ng \u0111\u1ec3 c\u00e1c stakeholders \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 3: T\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i c\u1ea3i ti\u1ebfn v\u00e0 x\u00e1c nh\u1eadn ch\u00fang: Ki\u1ec3m tra xem t\u1ea5t c\u1ea3 c\u00e1c b\u01b0\u1edbc trong quy tr\u00ecnh c\u00f3 th\u1ef1c s\u1ef1 c\u1ea7n thi\u1ebft hay kh\u00f4ng. N\u1ebfu c\u00f3 m\u1ed9t t\u00e1c v\u1ee5 ch\u1ec9 nh\u1eb1m m\u1ee5c \u0111\u00edch th\u00f4ng b\u00e1o cho nh\u00e2n s\u1ef1 li\u00ean quan, h\u00e3y x\u00f3a b\u01b0\u1edbc \u0111\u00f3 v\u00e0 th\u00eam tr\u00ecnh k\u00edch ho\u1ea1t email t\u1ef1 \u0111\u1ed9ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 4: Thi\u1ebft k\u1ebf b\u1ea3n \u0111\u1ed3 quy tr\u00ecnh ti\u00ean ti\u1ebfn cho t\u01b0\u01a1ng lai: T\u1ea1o m\u1ed9t quy tr\u00ecnh m\u1edbi gi\u1ea3i quy\u1ebft t\u1ea5t c\u1ea3 c\u00e1c v\u1ea5n \u0111\u1ec1 b\u1ea1n \u0111\u00e3 x\u00e1c \u0111\u1ecbnh. \u0110\u1eebng ng\u1ea1i thi\u1ebft k\u1ebf m\u1ed9t quy tr\u00ecnh ho\u00e0n to\u00e0n m\u1edbi ch\u1eafc ch\u1eafn s\u1ebd ho\u1ea1t \u0111\u1ed9ng t\u1ed1t, ch\u1ec9 \u0111\u1ecbnh KPI cho t\u1eebng b\u01b0\u1edbc c\u1ee7a quy tr\u00ecnh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 5: Th\u1ef1c hi\u1ec7n c\u00e1c thay \u0111\u1ed5i tr\u1ea1ng th\u00e1i trong t\u01b0\u01a1ng lai v\u00e0 ch\u00fa \u00fd \u0111\u1ebfn s\u1ef1 ph\u1ee5 thu\u1ed9c: Th\u00f4ng b\u00e1o cho m\u1ecdi stakeholder v\u1ec1 quy tr\u00ecnh m\u1edbi. Ch\u1ec9 ti\u1ebfn h\u00e0nh sau khi m\u1ecdi ng\u01b0\u1eddi \u0111\u00e3 tham gia v\u00e0 \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn v\u1ec1 c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a quy tr\u00ecnh m\u1edbi v\u00e0 th\u01b0\u1eddng xuy\u00ean theo d\u00f5i KPI.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6935\" style=\"width: 1308px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6935\" class=\"wp-image-6935 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3.png\" alt=\"C\u00e1c b\u01b0\u1edbc t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\" width=\"1298\" height=\"806\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3.png 1298w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-300x186.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-1024x636.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-768x477.png 768w\" sizes=\"(max-width: 1298px) 100vw, 1298px\" \/\u003E\u003Cp id=\"caption-attachment-6935\" class=\"wp-caption-text\"\u003EC\u00e1c b\u01b0\u1edbc t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EV\u00ed d\u1ee5 th\u1ef1c t\u1ebf v\u1ec1 qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENhi\u1ec1u c\u00f4ng ty nh\u01b0 Ford Motors, GTE v\u00e0 Bell Atlantic \u0111\u00e3 th\u1eed \u00e1p d\u1ee5ng BPR trong nh\u1eefng n\u0103m 1990 \u0111\u1ec3 c\u1ea3i t\u1ed5 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd. Qu\u00e1 tr\u00ecnh t\u00e1i c\u01a1 c\u1ea5u m\u00e0 h\u1ecd \u00e1p d\u1ee5ng \u0111\u00e3 t\u1ea1o ra s\u1ef1 kh\u00e1c bi\u1ec7t \u0111\u00e1ng k\u1ec3, gi\u00fap c\u1eaft gi\u1ea3m chi ph\u00ed v\u00e0 khi\u1ebfn h\u1ecd ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n tr\u01b0\u1edbc s\u1ef1 c\u1ea1nh tranh ng\u00e0y c\u00e0ng t\u0103ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t c\u00f4ng ty vi\u1ec5n th\u00f4ng c\u1ee7a M\u1ef9 c\u00f3 nhi\u1ec1u b\u1ed9 ph\u1eadn h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng v\u1ec1 c\u00e1c tr\u1ee5c tr\u1eb7c k\u1ef9 thu\u1eadt, thanh to\u00e1n, y\u00eau c\u1ea7u k\u1ebft n\u1ed1i m\u1edbi, ch\u1ea5m d\u1ee9t d\u1ecbch v\u1ee5,… M\u1ed7i khi kh\u00e1ch h\u00e0ng g\u1eb7p s\u1ef1 c\u1ed1, h\u1ecd ph\u1ea3i g\u1ecdi \u0111\u1ebfn b\u1ed9 ph\u1eadn t\u01b0\u01a1ng \u1ee9ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft khi\u1ebfu n\u1ea1i. C\u00f4ng ty n\u00e0y \u0111\u00e3 chi h\u00e0ng tri\u1ec7u \u0111\u00f4 la \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng, nh\u01b0ng th\u1ef1c t\u1ebf t\u1ea1i th\u1eddi \u0111i\u1ec3m \u0111\u00f3, c\u00e1c c\u00f4ng ty nh\u1ecf h\u01a1n v\u1edbi ngu\u1ed3n l\u1ef1c h\u1ea1n ch\u1ebf l\u1ea1i \u0111ang \u0111e d\u1ecda ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee7a h\u1ecd.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EG\u00e3 kh\u1ed5ng l\u1ed3 vi\u1ec5n th\u00f4ng n\u00e0y \u0111\u00e3 xem x\u00e9t t\u00ecnh h\u00ecnh v\u00e0 k\u1ebft lu\u1eadn r\u1eb1ng h\u1ecd c\u1ea7n c\u00e1c bi\u1ec7n ph\u00e1p quy\u1ebft li\u1ec7t \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a m\u1ecdi th\u1ee9 – m\u1ed9t gi\u1ea3i ph\u00e1p t\u1ed5ng th\u1ec3 cho m\u1ecdi th\u1eafc m\u1eafc c\u1ee7a kh\u00e1ch h\u00e0ng. H\u1ecd quy\u1ebft \u0111\u1ecbnh h\u1ee3p nh\u1ea5t c\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c nhau th\u00e0nh m\u1ed9t, sa th\u1ea3i nh\u00e2n vi\u00ean \u0111\u1ec3 gi\u1ea3m thi\u1ec3u vi\u1ec7c chuy\u1ec3n giao nhi\u1ec1u l\u1ea7n v\u00e0 th\u00e0nh l\u1eadp m\u1ed9t trung t\u00e2m h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng \u0111\u1ea7u n\u00e3o \u0111\u1ec3 x\u1eed l\u00fd m\u1ecdi v\u1ea5n \u0111\u1ec1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6936\" style=\"width: 826px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6936\" class=\"wp-image-6936 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2.png\" alt=\"Model Business Process Reengineering\" width=\"816\" height=\"440\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2.png 816w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2-300x162.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-2-768x414.png 768w\" sizes=\"(max-width: 816px) 100vw, 816px\" \/\u003E\u003Cp id=\"caption-attachment-6936\" class=\"wp-caption-text\"\u003EModel Business Process Reengineering\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00e0i th\u00e1ng sau, h\u1ecd th\u00e0nh l\u1eadp m\u1ed9t trung t\u00e2m ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng \u1edf Atlanta v\u00e0 b\u1eaft \u0111\u1ea7u \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean s\u1eeda ch\u1eefa c\u1ee7a m\u00ecnh th\u00e0nh ‘chuy\u00ean gia k\u1ef9 thu\u1eadt tuy\u1ebfn \u0111\u1ea7u’ \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c m\u1edbi, to\u00e0n di\u1ec7n. C\u00f4ng ty \u0111\u00e3 trang b\u1ecb cho team ph\u1ea7n m\u1ec1m m\u1edbi cho ph\u00e9p h\u1ed7 tr\u1ee3 truy c\u1eadp ngay v\u00e0o c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng v\u00e0 x\u1eed l\u00fd h\u1ea7u h\u1ebft c\u00e1c lo\u1ea1i y\u00eau c\u1ea7u.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1edd \u0111\u00e2y, n\u1ebfu kh\u00e1ch h\u00e0ng g\u1ecdi \u0111\u1ec3 h\u1ecfi v\u1ec1 thanh to\u00e1n, h\u1ecd c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft tr\u1ef1c ti\u1ebfp v\u1ea5n \u0111\u1ec1 ho\u1eb7c x\u00e1c nh\u1eadn y\u00eau c\u1ea7u d\u1ecbch v\u1ee5 m\u1edbi m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i g\u1ecdi \u0111\u1ebfn s\u1ed1 kh\u00e1c nh\u01b0 tr\u01b0\u1edbc. Trong khi \u0111\u00f3, h\u1ecd v\u1eabn \u0111ang nghe \u0111i\u1ec7n tho\u1ea1i v\u00e0 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c t\u00f9y ch\u1ecdn c\u00f3 s\u1eb5n tr\u00ean thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i \u0111\u1ec3 li\u00ean l\u1ea1c tr\u1ef1c ti\u1ebfp v\u1edbi b\u1ed9 ph\u1eadn kh\u00e1c nh\u1eb1m \u0111\u01b0a ra th\u1eafc m\u1eafc ho\u1eb7c nh\u1eadp ph\u1ea3n h\u1ed3i v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c g\u1ecdi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQuy tr\u00ecnh li\u00ean h\u1ec7 v\u1edbi kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh l\u1ea1i \u0111\u00e3 gi\u00fap c\u00f4ng ty \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau m\u1edbi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed5 ch\u1ee9c l\u1ea1i c\u00e1c team v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed c\u0169ng nh\u01b0 th\u1eddi gian th\u1ef1c hi\u1ec7n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u0103ng t\u1ed1c \u0111\u1ed9 c\u1ee7a lu\u1ed3ng th\u00f4ng tin, gi\u1ea3m thi\u1ec3u l\u1ed7i v\u00e0 ng\u0103n ch\u1eb7n vi\u1ec7c l\u00e0m l\u1ea1i.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c g\u1ecdi d\u1ecbch v\u1ee5 v\u00e0 n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh quy\u1ec1n s\u1edf h\u1eefu r\u00f5 r\u00e0ng \u0111\u1ed1i v\u1edbi c\u00e1c quy tr\u00ecnh trong nh\u00f3m hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c c\u01a1 c\u1ea5u l\u1ea1i.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECho ph\u00e9p team \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ecd d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i t\u1ee9c th\u00ec.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EKhi n\u00e0o b\u1ea1n n\u00ean c\u00e2n nh\u1eafc s\u1eed d\u1ee5ng qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1ea5n \u0111\u1ec1 v\u1edbi BPR l\u00e0 khi quy m\u00f4 doanh nghi\u1ec7p c\u00e0ng l\u1edbn th\u00ec vi\u1ec7c tri\u1ec3n khai c\u00e0ng t\u1ed1n k\u00e9m. M\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p, kho\u1ea3ng n\u0103m th\u00e1ng sau khi ra m\u1eaft, c\u00f3 th\u1ec3 tr\u1ea3i qua m\u1ed9t qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i bao g\u1ed3m vi\u1ec7c t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5 v\u1edbi chi ph\u00ed th\u1ef1c hi\u1ec7n t\u1ed1i thi\u1ec3u.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETuy nhi\u00ean, m\u1ed9t khi t\u1ed5 ch\u1ee9c ph\u00e1t tri\u1ec3n, vi\u1ec7c t\u00e1i c\u1ea5u tr\u00fac ho\u00e0n to\u00e0n c\u00e1c quy tr\u00ecnh c\u1ee7a m\u00ecnh s\u1ebd kh\u00f3 kh\u0103n h\u01a1n v\u00e0 t\u1ed1n k\u00e9m h\u01a1n. Nh\u01b0ng h\u1ecd c\u0169ng ch\u00ednh l\u00e0 nh\u1eefng ng\u01b0\u1eddi bu\u1ed9c ph\u1ea3i thay \u0111\u1ed5i do s\u1ef1 c\u1ea1nh tranh v\u00e0 nh\u1eefng thay \u0111\u1ed5i b\u1ea5t ng\u1edd c\u1ee7a th\u1ecb tr\u01b0\u1eddng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E \u003C\/p\u003E\n\u003Cdiv id=\"attachment_6937\" style=\"width: 1134px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6937\" class=\"wp-image-6937 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3.png\" alt=\"S\u1eed d\u1ee5ng Business Process Reengineering s\u1ebd t\u00e1i kh\u1edfi \u0111\u1ed9ng doanh nghi\u1ec7p\" width=\"1124\" height=\"796\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3.png 1124w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3-300x212.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3-1024x725.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3-768x544.png 768w\" sizes=\"(max-width: 1124px) 100vw, 1124px\" \/\u003E\u003Cp id=\"caption-attachment-6937\" class=\"wp-caption-text\"\u003ES\u1eed d\u1ee5ng Business Process Reengineering s\u1ebd t\u00e1i kh\u1edfi \u0111\u1ed9ng doanh nghi\u1ec7p\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u01b0ng ngo\u00e0i m\u1ee5c \u0111\u00edch c\u1ee5 th\u1ec3 c\u1ee7a t\u1eebng l\u0129nh v\u1ef1c, nhu c\u1ea7u BPR lu\u00f4n d\u1ef1a tr\u00ean nh\u1eefng g\u00ec t\u1ed5 ch\u1ee9c \u0111ang h\u01b0\u1edbng t\u1edbi. Business Process Reengineering c\u00f3 hi\u1ec7u qu\u1ea3 khi c\u00e1c c\u00f4ng ty c\u1ea7n ph\u00e1 v\u1ee1 khu\u00f4n m\u1eabu v\u00e0 l\u1eadt ng\u01b0\u1ee3c t\u00ecnh th\u1ebf \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau \u0111\u1ea7y tham v\u1ecdng. \u0110\u1ed1i v\u1edbi c\u00e1c bi\u1ec7n ph\u00e1p nh\u01b0 v\u1eady, vi\u1ec7c \u00e1p d\u1ee5ng b\u1ea5t k\u1ef3 ph\u01b0\u01a1ng \u00e1n qu\u1ea3n l\u00fd quy tr\u00ecnh n\u00e0o kh\u00e1c s\u1ebd ch\u1ec9 \u0111\u01a1n thu\u1ea7n nh\u01b0 l\u00e0 s\u1eafp x\u1ebfp l\u1ea1i gh\u1ebf ng\u1ed3i tr\u00ean t\u00e0u Titanic.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110\u1eb7t c\u00e2u h\u1ecfi c\u1ed1t l\u00f5i tr\u01b0\u1edbc khi th\u1ef1c hi\u1ec7n Business Process Reengineering\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1edbc khi b\u1ea1n quy\u1ebft \u0111\u1ecbnh \u00e1p d\u1ee5ng BPR \u0111\u1ec3 c\u1ea3i t\u1ed5 ch\u1ee9c n\u0103ng, h\u00e3y t\u1ef1 h\u1ecfi m\u00ecnh nh\u1eefng c\u00e2u h\u1ecfi sau:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n l\u00e0 ai? B\u1ea1n \u0111ang cung c\u1ea5p cho h\u1ecd nh\u1eefng gi\u00e1 tr\u1ecb g\u00ec?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c quy tr\u00ecnh hi\u1ec7n t\u1ea1i c\u00f3 mang l\u1ea1i gi\u00e1 tr\u1ecb mong \u0111\u1ee3i kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c quy tr\u00ecnh c\u00f3 c\u1ea7n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh l\u1ea1i ho\u1eb7c thi\u1ebft k\u1ebf l\u1ea1i kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c quy tr\u00ecnh c\u00f3 \u0111\u1ed3ng b\u1ed9 v\u1edbi s\u1ee9 m\u1ec7nh v\u00e0 m\u1ee5c ti\u00eau d\u00e0i h\u1ea1n c\u1ee7a doanh nghi\u1ec7p kh\u00f4ng?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n s\u1ebd x\u1eed l\u00fd c\u00e1c quy tr\u00ecnh hi\u1ec7n t\u1ea1i nh\u01b0 th\u1ebf n\u00e0o n\u1ebfu doanh nghi\u1ec7p l\u00e0 m\u1ed9t c\u00f4ng ty m\u1edbi?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu m\u1ed9t c\u00f4ng ty k\u1ebft lu\u1eadn r\u1eb1ng tr\u00ean th\u1ef1c t\u1ebf, n\u00f3 \u0111ang ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u01a1 s\u1edf t\u1ef1 m\u00e3n, th\u00ec c\u00f4ng ty \u0111\u00f3 ph\u1ea3i x\u00e1c \u0111\u1ecbnh lo\u1ea1i gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 ho\u1eb7c xem x\u00e9t BPR \u0111\u1ec3 nh\u00ecn nh\u1eadn l\u1ea1i t\u1ed5ng th\u1ec3. Ho\u00e0n th\u00e0nh t\u1ed1t \u0111i\u1ec1u n\u00e0y, c\u00e1ch ti\u1ebfp c\u1eadn tri\u1ec7t \u0111\u1ec3 c\u1ee7a BPR s\u1ebd mang l\u1ea1i k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng cho c\u00f4ng ty v\u1ec1 c\u1ea3i thi\u1ec7n chu k\u1ef3, ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m, n\u0103ng su\u1ea5t,…\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6938\" style=\"width: 1226px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6938\" class=\"wp-image-6938 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3.jpg\" alt=\"Th\u1ef1c hi\u1ec7n Business Process Reengineering t\u1ea1i doanh nghi\u1ec7p\" width=\"1216\" height=\"500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3.jpg 1216w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3-300x123.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3-1024x421.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3-768x316.jpg 768w\" sizes=\"(max-width: 1216px) 100vw, 1216px\" \/\u003E\u003Cp id=\"caption-attachment-6938\" class=\"wp-caption-text\"\u003ETh\u1ef1c hi\u1ec7n Business Process Reengineering t\u1ea1i doanh nghi\u1ec7p\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c thay \u0111\u1ed5i c\u00e1c ho\u1ea1t \u0111\u1ed9ng v\u00e0 quy tr\u00ecnh n\u1ed9i b\u1ed9 ng\u00e0y s\u1ebd c\u00e0ng tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n khi doanh nghi\u1ec7p c\u1ee7a b\u1ea1n ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n v\u1ec1 quy m\u00f4 v\u00ec m\u1ecdi ng\u01b0\u1eddi \u0111\u00e3 quen v\u1edbi c\u00e1ch l\u00e0m c\u0169. Tuy nhi\u00ean, th\u1ef1c hi\u1ec7n qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5 v\u1eabn l\u00e0 l\u1ef1a ch\u1ecdn x\u1ee9ng \u0111\u00e1ng m\u00e0 ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u doanh nghi\u1ec7p n\u00ean c\u00e2n nh\u1eafc. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c tin t\u1ee9c m\u1edbi nh\u1ea5t v\u1ec1 c\u00f4ng ngh\u1ec7, khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 qu\u1ea3n l\u00fd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ENgo\u00e0i ra, b\u1ea1n c\u0169ng kh\u00f4ng n\u00ean b\u1ecf qua \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc business analyst\u003C\/strong\u003E\u003C\/span\u003E\u003C\/a\u003E \u003Cspan style=\"font-weight: 400;\"\u003Etrau d\u1ed3i th\u00eam ki\u1ebfn th\u1ee9c m\u1edbi trong l\u0129nh v\u1ef1c c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: H\u01b0\u1edbng d\u1eabn \u003Ca href=\"https:\/\/cole.edu.vn\/cach-tao-prototype-trong-figma\/\"\u003Ec\u00e1ch t\u1ea1o prototype trong figma\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh nghi\u1ec7p v\u1ee5 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n ph\u00e2n t\u00edch h\u1ec7 th\u1ed1ng li\u00ean t\u1ee5c v\u00e0 t\u00e1i c\u1ea5u tr\u00fac c\u00e1c quy tr\u00ecnh hi\u1ec7n c\u00f3, gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u00e0 gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed. H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 t\u1ed5ng quan v\u1ec1 Business Process Reengineering – quy\u1ebft \u0111\u1ecbnh t\u00e1o […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3-1.jpg"},{"ID":6919,"post_title":".NET l\u00e0 g\u00ec? T\u1ed5ng quan v\u1ec1 c\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a .NET","post_date":"05\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/.net-la-gi\"\u003E.NET l\u00e0 g\u00ec\u003C\/a\u003E\u003C\/strong\u003E? .NET \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m b\u1eb1ng c\u00e1ch cung c\u1ea5p m\u00f4 h\u00ecnh l\u1eadp tr\u00ecnh nh\u1ea5t qu\u00e1n v\u00e0 m\u1ed9t b\u1ed9 API chung c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh v\u00e0 thi\u1ebft b\u1ecb kh\u00e1c nhau. H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u0169ng nh\u01b0 c\u1ed9ng \u0111\u1ed3ng .NET tr\u00ean to\u00e0n th\u1ebf gi\u1edbi trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E.NET l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f3 ngu\u1ed3n m\u1edf d\u00f9ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng d\u00e0nh cho m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n, web v\u00e0 thi\u1ebft b\u1ecb di \u0111\u1ed9ng c\u00f3 th\u1ec3 ch\u1ea1y t\u1ef1 nhi\u00ean tr\u00ean m\u1ecdi h\u1ec7 \u0111i\u1ec1u h\u00e0nh. H\u1ec7 th\u1ed1ng .NET bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5, th\u01b0 vi\u1ec7n v\u00e0 ng\u00f4n ng\u1eef h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i, c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng v\u00e0 ho\u1ea1t \u0111\u1ed9ng v\u1edbi hi\u1ec7u su\u1ea5t cao. M\u1ed9t c\u1ed9ng \u0111\u1ed3ng developer lu\u00f4n t\u00edch c\u1ef1c duy tr\u00ec v\u00e0 h\u1ed7 tr\u1ee3 n\u1ec1n t\u1ea3ng .NET.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, n\u1ec1n t\u1ea3ng .NET l\u00e0 m\u1ed9t ph\u1ea7n m\u1ec1m c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ecbch code ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh .NET th\u00e0nh c\u00e1c h\u01b0\u1edbng d\u1eabn m\u00e0 m\u00e1y t\u00ednh c\u00f3 th\u1ec3 x\u1eed l\u00fd.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECung c\u1ea5p c\u00e1c ti\u1ec7n \u00edch \u0111\u1ec3 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m hi\u1ec7u qu\u1ea3. V\u00ed d\u1ee5 nh\u01b0 t\u00ecm th\u1eddi gian hi\u1ec7n t\u1ea1i ho\u1eb7c in v\u0103n b\u1ea3n tr\u00ean m\u00e0n h\u00ecnh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c ki\u1ec3u d\u1eef li\u1ec7u \u0111\u1ec3 l\u01b0u tr\u1eef th\u00f4ng tin nh\u01b0 v\u0103n b\u1ea3n, s\u1ed1 v\u00e0 ng\u00e0y th\u00e1ng tr\u00ean m\u00e1y t\u00ednh.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6920\" style=\"width: 728px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6920\" class=\"wp-image-6920 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2.png\" alt=\".NET l\u00e0 g\u00ec - l\u00e0 n\u1ec1n t\u1ea3ng quen thu\u1ed9c v\u1edbi c\u00e1c developer\" width=\"718\" height=\"479\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2.png 718w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-2-300x200.png 300w\" sizes=\"(max-width: 718px) 100vw, 718px\" \/\u003E\u003Cp id=\"caption-attachment-6920\" class=\"wp-caption-text\"\u003E.NET l\u00e0 n\u1ec1n t\u1ea3ng quen thu\u1ed9c v\u1edbi c\u00e1c developer\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e0i \u0111\u1eb7t .NET l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ef1 \u0111a d\u1ea1ng c\u1ee7a c\u00e0i \u0111\u1eb7t .NET cho ph\u00e9p .NET code th\u1ef1c thi tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh kh\u00e1c nhau nh\u01b0 Linux, macOS, Windows, iOS, Android v\u00e0 nhi\u1ec1u h\u1ec7 \u0111i\u1ec1u h\u00e0nh kh\u00e1c:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E.NET Framework\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET Framework l\u00e0 c\u00e0i \u0111\u1eb7t .NET thu\u1edf s\u01a1 khai. N\u00f3 h\u1ed7 tr\u1ee3 ch\u1ea1y c\u00e1c trang web, d\u1ecbch v\u1ee5, \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n v\u00e0 h\u01a1n th\u1ebf n\u1eefa tr\u00ean Windows. Microsoft ph\u00e1t h\u00e0nh .NET Framework v\u00e0o \u0111\u1ea7u nh\u1eefng n\u0103m 1990.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E.NET Core\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMicrosoft ra m\u1eaft .NET Core v\u00e0o cu\u1ed1i n\u0103m 2014 \u0111\u1ec3 h\u1ed7 tr\u1ee3 \u0111a n\u1ec1n t\u1ea3ng cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n .NET. C\u00f4ng ty hi\u1ec7n \u0111\u00e3 ph\u00e1t h\u00e0nh phi\u00ean b\u1ea3n .NET Core m\u1edbi nh\u1ea5t l\u00e0 .NET 5.0, v\u00e0o th\u00e1ng 11 n\u0103m 2020 v\u00e0 \u0111\u1ed5i t\u00ean th\u00e0nh .NET. Thu\u1eadt ng\u1eef .NET trong b\u00e0i vi\u1ebft n\u00e0y \u0111\u1ec1 c\u1eadp \u0111\u1ebfn .NET 5.0. .NET Core l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf tr\u00ean GitHub.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E.NET Standard\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET Standard l\u00e0 m\u1ed9t \u0111\u1eb7c t\u1ea3 h\u00ecnh th\u1ee9c c\u1ee7a c\u00e1c ch\u1ee9c n\u0103ng kh\u00e1c nhau (\u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 API). Vi\u1ec7c c\u00e0i \u0111\u1eb7t .NET kh\u00e1c nhau c\u00f3 th\u1ec3 t\u00e1i s\u1eed d\u1ee5ng c\u00f9ng m\u1ed9t m\u00e3 v\u00e0 th\u01b0 vi\u1ec7n. M\u1ed7i c\u00e0i \u0111\u1eb7t s\u1eed d\u1ee5ng c\u1ea3 API ti\u00eau chu\u1ea9n .NET v\u00e0 API duy nh\u1ea5t d\u00e0nh ri\u00eang cho h\u1ec7 \u0111i\u1ec1u h\u00e0nh m\u00e0 n\u00f3 ch\u1ea1y tr\u00ean \u0111\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6921\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6921\" class=\"wp-image-6921 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3.png\" alt=\"S\u1ef1 \u0111a d\u1ea1ng c\u1ee7a c\u00e0i \u0111\u1eb7t .NET\u00a0\" width=\"1024\" height=\"629\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3-300x184.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3-768x472.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6921\" class=\"wp-caption-text\"\u003ES\u1ef1 \u0111a d\u1ea1ng c\u1ee7a c\u00e0i \u0111\u1eb7t .NET\u00a0\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ea1i sao b\u1ea1n l\u1ea1i c\u1ea7n ch\u1ecdn \u003C\/b\u003E\u003Cb\u003E.NET?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 3 l\u00fd do ch\u00ednh \u0111\u1ec3 c\u00e1c developer l\u1ef1a ch\u1ecdn .NET:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ED\u1ec5 d\u00e0ng ph\u00e1t tri\u1ec3n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n th\u00edch s\u1eed d\u1ee5ng .NET v\u00ec n\u00f3 bao g\u1ed3m nhi\u1ec1u c\u00f4ng c\u1ee5 gi\u00fap c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd d\u1ec5 d\u00e0ng h\u01a1n. V\u00ed d\u1ee5: b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Visual Studio, c\u00e1c developer c\u00f3 th\u1ec3 vi\u1ebft code nhanh h\u01a1n, c\u1ed9ng t\u00e1c hi\u1ec7u qu\u1ea3 c\u0169ng nh\u01b0 ki\u1ec3m tra v\u00e0 fix code c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng l\u1ea1i code gi\u1eefa c\u00e1c l\u1ea7n tri\u1ec3n khai gi\u00fap gi\u1ea3m chi ph\u00ed l\u1eadp tr\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng c\u00f3 hi\u1ec7u su\u1ea5t cao\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c \u1ee9ng d\u1ee5ng .NET cung c\u1ea5p th\u1eddi gian ph\u1ea3n h\u1ed3i nhanh h\u01a1n v\u00e0 y\u00eau c\u1ea7u \u00edt s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n h\u01a1n. H\u1ecd c\u00f3 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt t\u00edch h\u1ee3p m\u1ea1nh m\u1ebd v\u00e0 th\u1ef1c hi\u1ec7n hi\u1ec7u qu\u1ea3 c\u00e1c t\u00e1c v\u1ee5 ph\u00eda m\u00e1y ch\u1ee7 nh\u01b0 truy c\u1eadp c\u01a1 s\u1edf d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f3 c\u1ed9ng \u0111\u1ed3ng h\u1ed7 tr\u1ee3\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET l\u00e0 n\u1ec1n t\u1ea3ng m\u00e3 ngu\u1ed3n m\u1edf, c\u00f3 ngh\u0129a l\u00e0 b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u1ec3 s\u1eed d\u1ee5ng, \u0111\u1ecdc v\u00e0 s\u1eeda \u0111\u1ed5i n\u00f3 m\u1ed9t c\u00e1ch t\u1ef1 do. M\u1ed9t c\u1ed9ng \u0111\u1ed3ng c\u00e1c developer t\u00edch c\u1ef1c duy tr\u00ec v\u00e0 c\u1ea3i ti\u1ebfn ph\u1ea7n m\u1ec1m .NET. .NET Foundation l\u00e0 m\u1ed9t t\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn \u0111\u1ed9c l\u1eadp \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u1ed9ng \u0111\u1ed3ng .NET. N\u00f3 cung c\u1ea5p t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp, c\u00e1c d\u1ef1 \u00e1n .NET ngu\u1ed3n m\u1edf v\u00e0 nhi\u1ec1u s\u1ef1 ki\u1ec7n kh\u00e1c nhau cho c\u00e1c developer .NET.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6922\" style=\"width: 735px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6922\" class=\"wp-image-6922 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2.png\" alt=\"C\u00f3 v\u00f4 v\u00e0n l\u00fd do \u0111\u1ec3 b\u1ea1n l\u1ef1a ch\u1ecdn .NET - .NET l\u00e0 g\u00ec\" width=\"725\" height=\"598\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2.png 725w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2-300x247.png 300w\" sizes=\"(max-width: 725px) 100vw, 725px\" \/\u003E\u003Cp id=\"caption-attachment-6922\" class=\"wp-caption-text\"\u003EC\u00f3 v\u00f4 v\u00e0n l\u00fd do \u0111\u1ec3 b\u1ea1n l\u1ef1a ch\u1ecdn .NET\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a .NET architecture\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET c\u00f3 ki\u1ebfn \u200b\u200btr\u00fac module v\u00e0 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ecdn c\u00e1c th\u00e0nh ph\u1ea7n kh\u00e1c nhau \u0111\u1ec3 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u1ee7a m\u00ecnh. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 ba th\u00e0nh ph\u1ea7n ch\u00ednh .NET:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET languages\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EApplication model frameworks\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET runtime\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDevelopers s\u1eed d\u1ee5ng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh .NET v\u00e0 application model frameworks \u0111\u1ec3 t\u1ea1o c\u00e1c \u1ee9ng d\u1ee5ng .NET c\u1ee7a h\u1ecd. .NET runtime sau \u0111\u00f3 s\u1ebd th\u1ef1c thi v\u00e0 ch\u1ea1y ch\u00fang.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6923\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6923\" class=\"wp-image-6923 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1-1.png\" alt=\"C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a .NET architecture\" width=\"1024\" height=\"615\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1-1.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1-1-300x180.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1-1-768x461.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6923\" class=\"wp-caption-text\"\u003EC\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a .NET architecture\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh .NET l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC# (g\u1ecdi l\u00e0 C Sharp), F# (g\u1ecdi l\u00e0 F Sharp) v\u00e0 Visual Basic l\u00e0 ba ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c Microsoft h\u1ed7 tr\u1ee3 \u0111\u1ec3 ph\u00e1t tri\u1ec3n NET. C\u00e1c c\u00f4ng ty v\u00e0 developers kh\u00e1c nhau c\u0169ng \u0111\u00e3 t\u1ea1o ra c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng v\u1edbi n\u1ec1n t\u1ea3ng .NET.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC#\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC# l\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u0111\u01a1n gi\u1ea3n, hi\u1ec7n \u0111\u1ea1i v\u00e0 h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng. V\u1edbi c\u00fa ph\u00e1p t\u01b0\u01a1ng t\u1ef1 v\u1edbi ng\u00f4n ng\u1eef C, C# quen thu\u1ed9c v\u1edbi c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean C, C++, Java v\u00e0 JavaScript.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EF#\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EF# c\u00f3 c\u00fa ph\u00e1p nh\u1eb9 v\u00e0 y\u00eau c\u1ea7u r\u1ea5t \u00edt code \u0111\u1ec3 x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m. \u0110\u00e2y l\u00e0 ng\u00f4n ng\u1eef m\u00e3 ngu\u1ed3n m\u1edf gi\u00fap b\u1ea1n d\u1ec5 d\u00e0ng vi\u1ebft code ng\u1eafn g\u1ecdn, m\u1ea1nh m\u1ebd v\u00e0 hi\u1ec7u su\u1ea5t cao. N\u00f3 c\u0169ng c\u00f3 h\u1ec7 th\u1ed1ng quy t\u1eafc l\u1eadp tr\u00ecnh m\u1ea1nh m\u1ebd v\u00e0 th\u01b0 vi\u1ec7n ti\u00eau chu\u1ea9n thu\u1eadn ti\u1ec7n \u0111\u1ec3 x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m quan tr\u1ecdng, ch\u00ednh x\u00e1c, nhanh ch\u00f3ng v\u00e0 \u0111\u00e1ng tin c\u1eady.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6924\" style=\"width: 1176px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6924\" class=\"wp-image-6924 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3.jpg\" alt=\"C\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh TOP c\u1ee7a .NET\" width=\"1166\" height=\"590\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3.jpg 1166w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3-300x152.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3-1024x518.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-3-768x389.jpg 768w\" sizes=\"(max-width: 1166px) 100vw, 1166px\" \/\u003E\u003Cp id=\"caption-attachment-6924\" class=\"wp-caption-text\"\u003EC\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh TOP c\u1ee7a .NET\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EVisual Basic\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVisual Basic l\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Microsoft. S\u1eed d\u1ee5ng Visual Basic gi\u00fap t\u1ea1o c\u00e1c \u1ee9ng d\u1ee5ng .NET d\u1ea1ng type-safe m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 d\u1ec5 d\u00e0ng. Type-safe l\u00e0 m\u1ee9c \u0111\u1ed9 m\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00f4ng khuy\u1ebfn kh\u00edch ho\u1eb7c ng\u0103n ch\u1eb7n c\u00e1c l\u1ed7i m\u00e3 h\u00f3a logic.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ENg\u00f4n ng\u1eef \u003C\/b\u003E\u003Cb\u003ECommon Language Infrastructure\u003C\/b\u003E\u003Cb\u003E (CLI)\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c ng\u00f4n ng\u1eef nh\u01b0 ClojureCLR, Eiffel, IronPython, PowerBuilder v\u00e0 nhi\u1ec1u ng\u00f4n ng\u1eef kh\u00e1c c\u0169ng ho\u1ea1t \u0111\u1ed9ng tr\u00ean n\u1ec1n t\u1ea3ng .NET. \u0110i\u1ec1u n\u00e0y l\u00e0 do .NET tri\u1ec3n khai Common Language Infrastructure (CLI). B\u1ea1n c\u00f3 th\u1ec3 coi CLI nh\u01b0 m\u1ed9t template \u0111\u1ec3 t\u1ea1o c\u00e1c ng\u00f4n ng\u1eef t\u01b0\u01a1ng th\u00edch v\u1edbi .NET.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E.NET runtime l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET runtime,, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 Common Language Runtime (CLR) gi\u00fap bi\u00ean d\u1ecbch v\u00e0 th\u1ef1c thi c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh .NET tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh kh\u00e1c nhau.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBi\u00ean d\u1ecbch hi\u1ec7u qu\u1ea3, nhanh ch\u00f3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECLR bi\u00ean d\u1ecbch code khi developer vi\u1ebft n\u00f3. Trong qu\u00e1 tr\u00ecnh bi\u00ean d\u1ecbch, CLR d\u1ecbch code sang Common Intermediate Language (CIL). V\u00ed d\u1ee5: code vi\u1ebft b\u1eb1ng C# c\u00f3 c\u00fa ph\u00e1p v\u00e0 t\u1eeb gi\u1ed1ng ti\u1ebfng Anh. .NET bi\u00ean d\u1ecbch ho\u1eb7c d\u1ecbch m\u00e3 n\u00e0y sang CIL. Code CIL tr\u00f4ng kh\u00e1c v\u00ec \u0111\u00e2y l\u00e0 ng\u00f4n ng\u1eef coding m\u1ee9c lower-level.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6925\" style=\"width: 700px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6925\" class=\"wp-image-6925 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3.png\" alt=\"Common Intermediate Language (CIL)\" width=\"690\" height=\"661\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3.png 690w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-3-300x287.png 300w\" sizes=\"(max-width: 690px) 100vw, 690px\" \/\u003E\u003Cp id=\"caption-attachment-6925\" class=\"wp-caption-text\"\u003ECommon Intermediate Language (CIL)\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00ednh th\u1ef1c thi\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.NET runtime qu\u1ea3n l\u00fd vi\u1ec7c th\u1ef1c thi code CIL. CIL t\u01b0\u01a1ng th\u00edch v\u1edbi nhi\u1ec1u n\u1ec1n t\u1ea3ng v\u00e0 m\u1ecdi h\u1ec7 \u0111i\u1ec1u h\u00e0nh \u0111\u1ec1u c\u00f3 th\u1ec3 x\u1eed l\u00fd n\u00f3. Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch \u0111a n\u1ec1n t\u1ea3ng \u0111\u1ec1 c\u1eadp \u0111\u1ebfn kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng ch\u1ea1y tr\u00ean nhi\u1ec1u h\u1ec7 \u0111i\u1ec1u h\u00e0nh kh\u00e1c nhau v\u1edbi nh\u1eefng s\u1eeda \u0111\u1ed5i t\u1ed1i thi\u1ec3u. V\u00ed d\u1ee5: m\u1ed9t \u1ee9ng d\u1ee5ng trong C# c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean Windows, Linux ho\u1eb7c macOS m\u00e0 kh\u00f4ng c\u1ea7n s\u1eeda \u0111\u1ed5i code. \u1ee8ng d\u1ee5ng nh\u01b0 v\u1eady \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 \u1ee9ng d\u1ee5ng \u0111a n\u1ec1n t\u1ea3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E.NET application model frameworks l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c application model frameworks – framework m\u00f4 h\u00ecnh \u1ee9ng d\u1ee5ng l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 th\u01b0 vi\u1ec7n d\u00e0nh cho developer h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n .NET nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3. C\u00e1c framework kh\u00e1c nhau t\u1ed3n t\u1ea1i cho c\u00e1c lo\u1ea1i \u1ee9ng d\u1ee5ng kh\u00e1c nhau, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c framework \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea b\u00ean d\u01b0\u1edbi \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng web\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EASP.NET framework m\u1edf r\u1ed9ng n\u1ec1n t\u1ea3ng d\u00e0nh cho developer, .NET d\u00e0nh ri\u00eang cho vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng n\u1ec1n t\u1ea3ng web. N\u00f3 h\u1ed7 tr\u1ee3 c\u00e1c c\u00f4ng ngh\u1ec7 web nh\u01b0 REST APIS, HTML, CSS v\u00e0 JavaScript. ASP.NET framework cung c\u1ea5p c\u01a1 s\u1edf d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng t\u00edch h\u1ee3p v\u1edbi x\u00e1c th\u1ef1c \u0111a y\u1ebfu t\u1ed1 v\u00e0 b\u00ean ngo\u00e0i. ASP.NET h\u1ed7 tr\u1ee3 c\u00e1c giao th\u1ee9c x\u00e1c th\u1ef1c ti\u00eau chu\u1ea9n c\u00f4ng nghi\u1ec7p v\u1edbi c\u01a1 ch\u1ebf b\u1ea3o m\u1eadt t\u00edch h\u1ee3p \u0111\u1ec3 b\u1ea3o v\u1ec7 \u1ee9ng d\u1ee5ng .NET c\u1ee7a b\u1ea1n kh\u1ecfi c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng \u0111i\u1ec7n tho\u1ea1i\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Xamarin\/Mono \u0111\u1ec3 ch\u1ea1y \u1ee9ng d\u1ee5ng .NET tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh di \u0111\u1ed9ng ch\u00ednh, bao g\u1ed3m iOS v\u00e0 Android. Xamarin bao g\u1ed3m Xamarin.Forms, m\u1ed9t framework giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng di \u0111\u1ed9ng c\u00f3 ngu\u1ed3n m\u1edf. C\u00e1c developer .NET s\u1eed d\u1ee5ng Xamarin.forms \u0111\u1ec3 t\u1ea1o tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng nh\u1ea5t qu\u00e1n tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng di \u0111\u1ed9ng. T\u1ea5t c\u1ea3 c\u00e1c \u1ee9ng d\u1ee5ng .NET c\u00f3 th\u1ec3 tr\u00f4ng gi\u1ed1ng nhau, ngay c\u1ea3 tr\u00ean c\u00e1c thi\u1ebft b\u1ecb di \u0111\u1ed9ng kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng m\u00e1y t\u00ednh\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Xamarin \u0111\u1ec3 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n. Ngo\u00e0i ra, Universal Windows Platform c\u00f2n m\u1edf r\u1ed9ng vi\u1ec7c ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng .NET Windows 10. Windows Present Foundation v\u00e0 Windows Forms l\u00e0 c\u00e1c framework kh\u00e1c \u0111\u1ec3 thi\u1ebft k\u1ebf giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng tr\u00ean Windows.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6926\" style=\"width: 784px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6926\" class=\"wp-image-6926 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-2.jpg\" alt=\"C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a Windows Present Foundation - .NET l\u00e0 g\u00ec\" width=\"774\" height=\"205\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-2.jpg 774w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-2-300x79.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-2-768x203.jpg 768w\" sizes=\"(max-width: 774px) 100vw, 774px\" \/\u003E\u003Cp id=\"caption-attachment-6926\" class=\"wp-caption-text\"\u003EC\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a Windows Present Foundation\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi ML.NET, b\u1ea1n c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 t\u00edch h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh machine learning t\u00f9y ch\u1ec9nh v\u00e0o c\u00e1c \u1ee9ng d\u1ee5ng .NET c\u1ee7a m\u00ecnh. B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Th\u01b0 vi\u1ec7n .NET IoT \u0111\u1ec3 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng tr\u00ean c\u1ea3m bi\u1ebfn v\u00e0 c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh kh\u00e1c. \u0110\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 gi\u1ea3i ph\u00e1p n\u00e0o kh\u00f4ng c\u00f3 s\u1eb5n trong framework, b\u1ea1n c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y nhi\u1ec1u th\u01b0 vi\u1ec7n ch\u1ee9c n\u0103ng c\u1ee5 th\u1ec3 tr\u00ean kho l\u01b0u tr\u1eef NuGet c\u00f4ng khai. B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Nuget \u0111\u1ec3 t\u1ea1o, chia s\u1ebb v\u00e0 s\u1eed d\u1ee5ng nhi\u1ec1u th\u01b0 vi\u1ec7n .NET cho h\u1ea7u h\u1ebft m\u1ecdi m\u1ee5c \u0111\u00edch.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 b\u1ea1n \u0111\u00e3 hi\u1ec3u \u0111\u01b0\u1ee3c t\u1ed5ng quan .NET l\u00e0 g\u00ec c\u0169ng nh\u01b0 c\u00e1c th\u00e0nh ph\u1ea7n v\u00e0 \u1ee9ng d\u1ee5ng tuy\u1ec7t v\u1eddi c\u1ee7a n\u1ec1n t\u1ea3ng n\u00e0y. Theo d\u00f5i ngay Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c ki\u1ebfn th\u1ee9c m\u1edbi v\u00e0 tham gia \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-analyst-data-analysis\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc data analysis\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 hi\u1ec3u th\u00eam v\u1ec1 l\u1eadp tr\u00ecnh v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ea1t chu\u1ea9n data qu\u1ed1c t\u1ebf.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc business analyst\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 trau d\u1ed3i th\u00eam ki\u1ebfn th\u1ee9c m\u1edbi nh\u1ea5t trong ng\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: Hi\u1ec3u v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/use-case\/\"\u003Euse case\u003C\/a\u003E t\u1eeb A \u0111\u1ebfn Z\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":".NET l\u00e0 g\u00ec? .NET \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m b\u1eb1ng c\u00e1ch cung c\u1ea5p m\u00f4 h\u00ecnh l\u1eadp tr\u00ecnh nh\u1ea5t qu\u00e1n v\u00e0 m\u1ed9t b\u1ed9 API chung c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh v\u00e0 thi\u1ebft b\u1ecb kh\u00e1c nhau. H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-2-1.jpg"},{"ID":6907,"post_title":"T\u1ed5ng quan v\u1ec1 wireframe – \u00dd ngh\u0129a & Ph\u00e2n lo\u1ea1i","post_date":"04\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/wireframe\"\u003E\u003Cstrong\u003EWireframe\u003C\/strong\u003E\u003C\/a\u003E gi\u1ed1ng v\u1edbi m\u1ed9t ng\u00f4i nh\u00e0 tr\u00ean b\u1ea3n v\u1ebd ki\u1ebfn tr\u00fac khi ch\u01b0a tr\u1edf th\u00e0nh s\u1ef1 v\u1eadt c\u1ee5 th\u1ec3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u00fang ph\u00e1c th\u1ea3o c\u1ea5u tr\u00fac v\u00e0 ch\u1ee9c n\u0103ng c\u1ee7a s\u1ea3n ph\u1ea9m m\u00e0 kh\u00f4ng b\u1ecb cu\u1ed1n v\u00e0o m\u00e0u s\u1eafc, h\u00ecnh \u1ea3nh ho\u1eb7c n\u1ed9i dung c\u1ee5 th\u1ec3. B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u00ecm hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng wireframe? Cole s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u wireframe l\u00e0 g\u00ec v\u00e0 c\u00e1ch s\u1eed d\u1ee5ng ch\u00fang hi\u1ec7u qu\u1ea3 trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EWireframe l\u00e0 g\u00ec? T\u1ea1i sao wireframe \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWireframe l\u00e0 m\u1ed9t b\u1ea3n v\u1ebd hai chi\u1ec1u, ph\u00e1c th\u1ea3o trang web ho\u1eb7c \u1ee9ng d\u1ee5ng. Wireframe cung c\u1ea5p c\u00e1i nh\u00ecn t\u1ed5ng quan r\u00f5 r\u00e0ng v\u1ec1 c\u1ea5u tr\u00fac trang, b\u1ed1 c\u1ee5c, ki\u1ebfn \u200b\u200btr\u00fac th\u00f4ng tin, user flow, ch\u1ee9c n\u0103ng v\u00e0 h\u00e0nh vi d\u1ef1 \u0111\u1ecbnh. Ki\u1ec3u d\u00e1ng, m\u00e0u s\u1eafc, \u0111\u1ed3 h\u1ecda v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 thi\u1ebft k\u1ebf kh\u00e1c \u0111\u01b0\u1ee3c gi\u1eef \u1edf m\u1ee9c t\u1ed1i thi\u1ec3u. Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c v\u1ebd b\u1eb1ng tay ho\u1eb7c \u0111\u01b0\u1ee3c t\u1ea1o b\u1eb1ng digital, t\u00f9y thu\u1ed9c v\u00e0o m\u1ee9c \u0111\u1ed9 chi ti\u1ebft \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6908\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6908\" class=\"wp-image-6908 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-5.jpg\" alt=\"V\u00ed d\u1ee5 c\u01a1 b\u1ea3n v\u1ec1 wireframe\" width=\"1024\" height=\"646\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-5.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-5-300x189.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-5-768x485.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6908\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 c\u01a1 b\u1ea3n v\u1ec1 wireframe\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWireframing l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u01b0\u1ee3c c\u00e1c UX designer s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t. Qu\u00e1 tr\u00ecnh n\u00e0y cho ph\u00e9p t\u1ea5t c\u1ea3 c\u00e1c b\u00ean li\u00ean quan \u0111\u1ed3ng \u00fd v\u1ec1 n\u01a1i th\u00f4ng tin s\u1ebd \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc khi developer coding giao di\u1ec7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAi l\u00e0 ng\u01b0\u1eddi kh\u1edfi t\u1ea1o v\u00e0 s\u1eed d\u1ee5ng wireframe?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00fd do ch\u00ednh m\u00e0 wireframe ra \u0111\u1eddi ch\u00ednh l\u00e0 \u0111\u1ec3 t\u1ea1o v\u00e0 truy\u1ec1n \u0111\u1ea1t \u00fd t\u01b0\u1edfng. Do \u0111\u00f3, vi\u1ec7c t\u1ea1o wireframe kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n \u1edf b\u1ea5t k\u1ef3 vai tr\u00f2 ho\u1eb7c chuy\u00ean m\u00f4n n\u00e0o trong doanh nghi\u1ec7p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u1ecb tr\u00ed nh\u00e2n s\u1ef1 th\u01b0\u1eddng t\u1ea1o v\u00e0 s\u1eed d\u1ee5ng wireframe:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFounders v\u00e0 Business Owners s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 truy\u1ec1n \u0111\u1ea1t ho\u1eb7c tr\u00ecnh b\u00e0y \u00fd t\u01b0\u1edfng v\u1ec1 s\u1ea3n ph\u1ea9m ho\u1eb7c \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd v\u1edbi c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 ho\u1eb7c product team.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProduct Manager v\u00e0 Business Analyst s\u1eed d\u1ee5ng wireframe \u0111\u1ec3 chuy\u1ec3n c\u00e1c y\u00eau c\u1ea7u th\u00e0nh th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt tr\u1ef1c quan cho designer ho\u1eb7c developer.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUX Designers s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 kh\u00e1m ph\u00e1 v\u00e0 tinh ch\u1ec9nh c\u00e1c concepts.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDevelopers s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 ph\u00e1c th\u1ea3o giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng khi h\u1ecd kh\u00f4ng c\u00f3 designer ho\u1eb7c khi l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMarketers v\u00e0 Copywriters s\u1eed d\u1ee5ng wireframe \u0111\u1ec3 kh\u00e1m ph\u00e1 concept landing page v\u00e0 tr\u1ef1c quan h\u00f3a v\u1ecb tr\u00ed c\u0169ng nh\u01b0 k\u00edch th\u01b0\u1edbc c\u1ee7a b\u1ea3n sao tr\u00ean trang page.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6909\" style=\"width: 2693px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6909\" class=\"wp-image-6909 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2.png\" alt=\"Wireframe \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i\" width=\"2683\" height=\"980\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2.png 2683w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-300x110.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-1024x374.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-768x281.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-1536x561.png 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-2048x748.png 2048w\" sizes=\"(max-width: 2683px) 100vw, 2683px\" \/\u003E\u003Cp id=\"caption-attachment-6909\" class=\"wp-caption-text\"\u003EWireframe \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003E\u00dd ngh\u0129a c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng wireframe trong UX design\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWireframe c\u00f3 3 l\u1ee3i \u00edch ch\u00ednh: gi\u1eef cho concepts t\u1eadp trung v\u00e0o user, l\u00e0m r\u00f5 c\u00e1c t\u00ednh n\u0103ng v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng, \u0111\u1ed3ng th\u1eddi vi\u1ec7c t\u1ea1o ra wireframe ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EWireframe gi\u00fap concepts t\u1eadp trung v\u00e0o user\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWireframing t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho ph\u1ea3n h\u1ed3i t\u1eeb user, th\u00fac \u0111\u1ea9y c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1edbi c\u00e1c stakeholders v\u00e0 t\u1ea1o ra \u00fd t\u01b0\u1edfng gi\u1eefa c\u00e1c designers. Vi\u1ec7c ti\u1ebfn h\u00e0nh th\u1eed nghi\u1ec7m user s\u1edbm cho ph\u00e9p designer nh\u1eadn \u0111\u01b0\u1ee3c ph\u1ea3n h\u1ed3i trung th\u1ef1c v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m y\u1ebfu ch\u00ednh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng v\u0103n b\u1ea3n Lorem ipsum cho content t\u01b0\u01a1ng lai, c\u00e1c designer c\u00f3 th\u1ec3 g\u1ee3i \u00fd cho user nh\u1eefng c\u00e2u h\u1ecfi nh\u01b0 “b\u1ea1n mong \u0111\u1ee3i \u0111i\u1ec1u g\u00ec s\u1ebd \u0111\u01b0\u1ee3c vi\u1ebft \u1edf \u0111\u00e2y?” Nh\u1eefng insights n\u00e0y gi\u00fap designer hi\u1ec3u \u0111\u01b0\u1ee3c c\u1ea3m gi\u00e1c tr\u1ef1c quan \u0111\u1ec3 t\u1ea1o ra nh\u1eefng s\u1ea3n ph\u1ea9m d\u1ec5 s\u1eed d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6910\" style=\"width: 817px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6910\" class=\"wp-image-6910 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4.jpg\" alt=\"Wireframe gi\u00fap concepts s\u1ea3n ph\u1ea9m t\u1eadp trung v\u00e0o user\" width=\"807\" height=\"408\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4.jpg 807w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4-300x152.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-4-768x388.jpg 768w\" sizes=\"(max-width: 807px) 100vw, 807px\" \/\u003E\u003Cp id=\"caption-attachment-6910\" class=\"wp-caption-text\"\u003EWireframe gi\u00fap concepts s\u1ea3n ph\u1ea9m t\u1eadp trung v\u00e0o user\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EWireframes l\u00e0m r\u00f5 c\u00e1c t\u00ednh n\u0103ng v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi truy\u1ec1n \u0111\u1ea1t \u00fd t\u01b0\u1edfng c\u1ee7a b\u1ea1n t\u1edbi clients, h\u1ecd c\u00f3 th\u1ec3 kh\u00f4ng theo k\u1ecbp c\u00e1c thu\u1eadt ng\u1eef nh\u01b0 “hero image” ho\u1eb7c “call to action”. C\u00e1c t\u00ednh n\u0103ng c\u1ee5 th\u1ec3 c\u1ee7a wireframing s\u1ebd truy\u1ec1n \u0111\u1ea1t r\u00f5 r\u00e0ng cho clients c\u1ee7a b\u1ea1n v\u1ec1 c\u00e1ch ch\u00fang ho\u1ea1t \u0111\u1ed9ng nh\u1eb1m ph\u1ee5c v\u1ee5 m\u1ee5c \u0111\u00edch g\u00ec.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c xem tr\u01b0\u1edbc c\u00e1c t\u00ednh n\u0103ng c\u0169ng s\u1ebd cho ph\u00e9p b\u1ea1n v\u00e0 c\u00e1c stakeholders h\u00ecnh dung \u0111\u01b0\u1ee3c c\u00e1ch t\u1ea5t c\u1ea3 ch\u00fang ho\u1ea1t \u0111\u1ed9ng c\u00f9ng nhau ho\u1eb7c kh\u00f4ng. Giai \u0111o\u1ea1n wireframing l\u00e0 l\u00fac c\u00e1c stakeholders b\u00e0y t\u1ecf quan \u0111i\u1ec3m v\u00e0 \u0111\u00e1nh gi\u00e1 kh\u1ed1c li\u1ec7t nh\u1ea5t. M\u1ecdi tr\u01b0\u1eddng h\u1ee3p s\u1ebd \u0111\u01b0\u1ee3c v\u1ebd ra trong giai \u0111o\u1ea1n n\u00e0y v\u00e0 t\u00ecm gi\u1ea3i ph\u00e1p kh\u1eafc ph\u1ee5c ngay l\u1eadp t\u1ee9c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6911\" style=\"width: 1010px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6911\" class=\"wp-image-6911 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4.png\" alt=\"Wireframe gi\u00fap designer l\u00e0m r\u00f5 c\u00e1c t\u00ednh n\u0103ng v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng c\u1ee7a s\u1ea3n ph\u1ea9m\" width=\"1000\" height=\"667\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4.png 1000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-300x200.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-768x512.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/\u003E\u003Cp id=\"caption-attachment-6911\" class=\"wp-caption-text\"\u003EWireframe gi\u00fap designer l\u00e0m r\u00f5 c\u00e1c t\u00ednh n\u0103ng v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng c\u1ee7a s\u1ea3n ph\u1ea9m\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EWireframe \u0111\u01b0\u1ee3c t\u1ea1o ra nhanh ch\u00f3ng v\u1edbi chi ph\u00ed th\u1ea5p\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n c\u00f3 s\u1eb5n b\u00fat v\u00e0 gi\u1ea5y, b\u1ea1n c\u00f3 th\u1ec3 nhanh ch\u00f3ng ph\u00e1c th\u1ea3o wireframe m\u00e0 kh\u00f4ng t\u1ed1n m\u1ed9t xu n\u00e0o. S\u1ef1 phong ph\u00fa c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 c\u00f3 s\u1eb5n c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng digital wireframe trong v\u00f2ng v\u00e0i ph\u00fat.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6912\" style=\"width: 910px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6912\" class=\"wp-image-6912 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2.jpg\" alt=\"Wireframe\u00a0 \u0111\u01b0\u1ee3c t\u1ea1o ra nhanh ch\u00f3ng, kh\u00f4ng m\u1ea5t chi ph\u00ed\" width=\"900\" height=\"600\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2.jpg 900w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2-768x512.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/\u003E\u003Cp id=\"caption-attachment-6912\" class=\"wp-caption-text\"\u003EWireframe\u00a0 \u0111\u01b0\u1ee3c t\u1ea1o ra nhanh ch\u00f3ng, kh\u00f4ng m\u1ea5t chi ph\u00ed\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u00f4ng th\u01b0\u1eddng, khi m\u1ed9t s\u1ea3n ph\u1ea9m c\u00f3 v\u1ebb qu\u00e1 b\u00f3ng b\u1ea9y, user s\u1ebd \u00edt c\u00f3 kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i trung th\u1ef1c h\u01a1n. B\u1eb1ng c\u00e1ch b\u1ed9c l\u1ed9 ph\u1ea7n c\u1ed1t l\u00f5i c\u1ee7a b\u1ed1 c\u1ee5c trang, b\u1ea1n c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c c\u00e1c \u0111i\u1ec3m y\u1ebfu m\u00e0 kh\u00f4ng c\u1ea7n t\u1ed1n nhi\u1ec1u th\u1eddi gian ho\u1eb7c ti\u1ec1n b\u1ea1c. Qu\u00e1 tr\u00ecnh thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m c\u00e0ng \u1edf giai \u0111o\u1ea1n cu\u1ed1i th\u00ec c\u00e0ng kh\u00f3 thay \u0111\u1ed5i!\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ES\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa wireframe v\u00e0 prototype\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 c\u00f3 m\u1ed9t s\u1ed1 \u0111i\u1ec3m tr\u00f9ng l\u1eb7p gi\u1eefa wireframe v\u00e0 prototype nh\u01b0ng v\u1ec1 b\u1ea3n ch\u1ea5t, ch\u00fang v\u1eabn c\u00f3 s\u1ef1 kh\u00e1c bi\u1ec7t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh n\u1eb1m \u1edf ch\u1ed7, prototype l\u00e0 nh\u1eefng thi\u1ebft k\u1ebf c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao nh\u1eb1m m\u1ee5c \u0111\u00edch th\u1ec3 hi\u1ec7n th\u1ef1c t\u1ebf final product. Ng\u01b0\u1eddi xem prototype s\u1ebd c\u00f3 c\u1ea3m gi\u00e1c nh\u01b0 th\u1ec3 h\u1ecd \u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc m\u1ed9t s\u1ea3n ph\u1ea9m th\u1ef1c v\u00e0 b\u1ea5t k\u1ef3 t\u01b0\u01a1ng t\u00e1c n\u00e0o v\u1edbi s\u1ea3n ph\u1ea9m \u0111\u00f3 s\u1ebd b\u1eaft ch\u01b0\u1edbc h\u00e0nh vi d\u1ef1 \u0111\u1ecbnh c\u1ee7a published code.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u01b0\u1ee3c l\u1ea1i, wireframe gi\u1ed1ng nh\u01b0 m\u1ed9t b\u1ea3n ph\u00e1c th\u1ea3o c\u1ee7a m\u1ed9t s\u1ea3n ph\u1ea9m k\u1ef9 thu\u1eadt s\u1ed1. N\u00f3 kh\u00f4ng bao g\u1ed3m t\u1ea5t c\u1ea3 c\u00e1c chi ti\u1ebft c\u1ee7a s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng v\u00e0 s\u1ebd kh\u00f4ng b\u1ecb nh\u1ea7m l\u1eabn v\u1edbi m\u1ed9t s\u1ea3n ph\u1ea9m n\u00e0o \u0111\u00f3. V\u00ec vi\u1ec7c t\u1ea1o v\u00e0 s\u1eeda \u0111\u1ed5i ch\u00fang nhanh h\u01a1n nhi\u1ec1u n\u00ean wireframe ph\u1ea3i lu\u00f4n \u0111\u01b0\u1ee3c t\u1ea1o tr\u01b0\u1edbc prototype.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6913\" style=\"width: 1110px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6913\" class=\"wp-image-6913 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2.png\" alt=\"S\u1ef1 kh\u00e1c nhau gi\u1eefa wireframe (tr\u00e1i) v\u00e0 prototype (ph\u1ea3i)\" width=\"1100\" height=\"1100\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2.png 1100w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-300x300.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-1024x1024.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-150x150.png 150w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-768x768.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-350x350.png 350w\" sizes=\"(max-width: 1100px) 100vw, 1100px\" \/\u003E\u003Cp id=\"caption-attachment-6913\" class=\"wp-caption-text\"\u003ES\u1ef1 kh\u00e1c nhau gi\u1eefa wireframe (tr\u00e1i) v\u00e0 prototype (ph\u1ea3i)\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EPh\u00e2n lo\u1ea1i wireframe\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 ba lo\u1ea1i wireframe ch\u00ednh: low-fidelity, mid-fidelity, and high-fidelity. \u0110\u1ed9 trung th\u1ef1c c\u1ee7a wireframe \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ee9c \u0111\u1ed9 chi ti\u1ebft trong t\u1eebng thi\u1ebft k\u1ebf.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ELow-fidelity wireframes (wireframe c\u00f3 \u0111\u1ed9 trung th\u1ef1c th\u1ea5p)\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c wireframe c\u00f3 \u0111\u1ed9 trung th\u1ef1c th\u1ea5p th\u01b0\u1eddng \u0111\u00f3ng vai tr\u00f2 l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u c\u1ee7a thi\u1ebft k\u1ebf. Do \u0111\u00f3, ch\u00fang c\u00f3 xu h\u01b0\u1edbng kh\u00e1 th\u00f4, \u0111\u01b0\u1ee3c t\u1ea1o ra m\u00e0 kh\u00f4ng c\u00f3 b\u1ea5t k\u1ef3 y\u00eau c\u1ea7u n\u00e0o v\u1ec1 t\u1ef7 l\u1ec7, l\u01b0\u1edbi ho\u1eb7c \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a pixel. Ch\u00fang ch\u1ec9 bao g\u1ed3m c\u00e1c h\u00ecnh \u1ea3nh \u0111\u01a1n gi\u1ea3n, h\u00ecnh kh\u1ed1i v\u00e0 n\u1ed9i dung m\u00f4 ph\u1ecfng, ch\u1eb3ng h\u1ea1n nh\u01b0 v\u0103n b\u1ea3n ph\u1ee5 cho nh\u00e3n v\u00e0 ti\u00eau \u0111\u1ec1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6914\" style=\"width: 2100px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6914\" class=\"wp-image-6914 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 Low-fidelity wireframe\" width=\"2090\" height=\"754\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1.png 2090w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-300x108.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-1024x369.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-768x277.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-1536x554.png 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-2048x739.png 2048w\" sizes=\"(max-width: 2090px) 100vw, 2090px\" \/\u003E\u003Cp id=\"caption-attachment-6914\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 Low-fidelity wireframe\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWireframe c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c th\u1ea5p r\u1ea5t h\u1eefu \u00edch \u0111\u1ec3 b\u1eaft \u0111\u1ea7u cu\u1ed9c tr\u00f2 chuy\u1ec7n, quy\u1ebft \u0111\u1ecbnh b\u1ed1 c\u1ee5c \u0111i\u1ec1u h\u01b0\u1edbng v\u00e0 user flow. Ch\u00fang l\u00e0 l\u00fd t\u01b0\u1edfng n\u1ebfu b\u1ea1n trao \u0111\u1ed5i tr\u01b0\u1edbc stakeholders ho\u1eb7c clients trong ph\u00f2ng v\u00e0 b\u1ea1n mu\u1ed1n ph\u00e1c th\u1ea3o \u0111i\u1ec1u g\u00ec \u0111\u00f3 b\u1eb1ng b\u00fat gi\u1eefa cu\u1ed9c h\u1ecdp. Low-fidelity wireframes c\u0169ng c\u1ef1c k\u1ef3 h\u1eefu \u00edch cho nh\u1eefng designer c\u00f3 nhi\u1ec1u \u00fd t\u01b0\u1edfng v\u1ec1 s\u1ea3n ph\u1ea9m v\u00e0 mu\u1ed1n nhanh ch\u00f3ng quy\u1ebft \u0111\u1ecbnh n\u00ean \u0111i theo h\u01b0\u1edbng n\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EMid-fidelity wireframes (wireframe c\u00f3 \u0111\u1ed9 trung th\u1ef1c trung b\u00ecnh)\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c wireframe c\u00f3 \u0111\u1ed9 trung th\u1ef1c trung b\u00ecnh, \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t v\u00ec c\u00f3 kh\u1ea3 n\u0103ng th\u1ec3 hi\u1ec7n b\u1ed1 c\u1ee5c ch\u00ednh x\u00e1c h\u01a1n. M\u1eb7c d\u00f9 ch\u00fang v\u1eabn h\u1ea1n ch\u1ebf v\u1ec1 nh\u01b0 h\u00ecnh \u1ea3nh ho\u1eb7c ki\u1ec3u ch\u1eef, nh\u01b0ng mid-fidelity wireframes s\u1edf h\u1eefu nhi\u1ec1u chi ti\u1ebft h\u01a1n cho c\u00e1c th\u00e0nh ph\u1ea7n v\u00e0 t\u00ednh n\u0103ng c\u1ee5 th\u1ec3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6915\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6915\" class=\"wp-image-6915 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1.jpg\" alt=\"V\u00ed d\u1ee5 v\u1ec1 Mid-fidelity wireframe\" width=\"1600\" height=\"1200\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1.jpg 1600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1-1024x768.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1-768x576.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1-1536x1152.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/\u003E\u003Cp id=\"caption-attachment-6915\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 Mid-fidelity wireframe\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed9 d\u00e0y kh\u00e1c nhau c\u1ee7a text c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00e1ch c\u00e1c ti\u00eau \u0111\u1ec1 v\u00e0 n\u1ed9i dung n\u1ed9i dung. M\u1eb7c d\u00f9 v\u1eabn l\u00e0 m\u00e0u \u0111en v\u00e0 tr\u1eafng, c\u00e1c designer c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c s\u1eafc th\u00e1i kh\u00e1c nhau c\u1ee7a m\u00e0u x\u00e1m \u0111\u1ec3 truy\u1ec1n \u0111\u1ea1t s\u1ef1 n\u1ed5i b\u1eadt v\u1ec1 m\u1eb7t h\u00ecnh \u1ea3nh c\u1ee7a t\u1eebng y\u1ebfu t\u1ed1 ri\u00eang l\u1ebb. C\u00e1c wireframe c\u00f3 \u0111\u1ed9 ch\u00e2n th\u1ef1c trung b\u00ecnh th\u01b0\u1eddng \u0111\u01b0\u1ee3c t\u1ea1o b\u1eb1ng c\u00f4ng c\u1ee5 wireframing digital, ch\u1eb3ng h\u1ea1n nh\u01b0 Sketch ho\u1eb7c Balsamiq.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EHigh-fidelity wireframes (wireframe c\u00f3 \u0111\u1ed9 trung th\u1ef1c cao)\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHigh-fidelity wireframes c\u00f3 pixel-specific layouts v\u00e0 c\u00f3 th\u1ec3 bao g\u1ed3m h\u00ecnh \u1ea3nh \u0111\u1eb7c tr\u01b0ng th\u1ef1c t\u1ebf v\u00e0 b\u1ea3n sao c\u00f3 li\u00ean quan. Ch\u00fang l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng \u0111\u1ec3 kh\u00e1m ph\u00e1 v\u00e0 ghi l\u1ea1i c\u00e1c kh\u00e1i ni\u1ec7m ph\u1ee9c t\u1ea1p nh\u01b0 h\u1ec7 th\u1ed1ng menu ho\u1eb7c b\u1ea3n \u0111\u1ed3 t\u01b0\u01a1ng t\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6916\" style=\"width: 1290px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6916\" class=\"wp-image-6916 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 High-fidelity wireframe\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9.png 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-768x432.png 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003Cp id=\"caption-attachment-6916\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 High-fidelity wireframe\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c c\u00f4ng c\u1ee5 s\u00e1ng t\u1ea1o wireframe\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch c\u1ee7a wireframe l\u00e0 b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o ch\u00fang b\u1eb1ng nhi\u1ec1u c\u00f4ng c\u1ee5 kh\u00e1c nhau, ph\u1ea7n l\u1edbn c\u00f4ng c\u1ee5 b\u1ea1n \u0111\u00e3 c\u00f3 t\u1eeb tr\u01b0\u1edbc. Tuy nhi\u00ean, c\u00f3 nh\u1eefng l\u1ee3i \u00edch r\u00f5 r\u00e0ng khi s\u1eed d\u1ee5ng m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 wireframing. C\u00e1c c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ec3 t\u1ea1o wireframe c\u00f3\u00a0 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea5y + b\u00fat\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea7n m\u1ec1m tr\u00ecnh chi\u1ebfu\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea7n m\u1ec1m v\u1ebd s\u01a1 \u0111\u1ed3, ho\u1eb7c \u0111\u01a1n gi\u1ea3n l\u00e0 b\u1ea3ng tr\u1eafng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUX prototyping tools\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea7n m\u1ec1m d\u00e0nh ri\u00eang cho wireframe nh\u01b0 Sketch ho\u1eb7c Balsamiq\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o b\u1ea3ng so s\u00e1nh c\u00e1c lo\u1ea1i c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ec3 t\u1ea1o wireframe d\u01b0\u1edbi \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea5y + b\u00fat\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea7n m\u1ec1m tr\u00ecnh chi\u1ebfu\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea7n m\u1ec1m v\u1ebd s\u01a1 \u0111\u1ed3\/B\u1ea3ng tr\u1eafng\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUX prototype tools\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBalsamiq\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u01b0\u1eddng cong \u0111\u01a1n gi\u1ea3n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00ecnh d\u1ea1ng m\u1eb7c \u0111\u1ecbnh c\u01a1 b\u1ea3n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u khi\u1ec3n User interface (shapes, templates,…) \u0111\u01b0\u1ee3c bao g\u1ed3m theo m\u1eb7c \u0111\u1ecbnh (kh\u00f4ng c\u1ea7n plugin ho\u1eb7c n\u00e2ng c\u1ea5p)\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f9y lo\u1ea1i\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng c\u1ea7n kinh nghi\u1ec7m thi\u1ebft k\u1ebf\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ec5 d\u00e0ng chia s\u1ebb qua link web\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2715\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f9y lo\u1ea1i\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u2713\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWireframe l\u00e0 y\u1ebfu t\u1ed1 kh\u00f4ng th\u1ec3 thi\u1ebfu trong m\u1ed7i d\u1ef1 \u00e1n thi\u1ebft k\u1ebf, l\u00e0 d\u00e1ng h\u00ecnh s\u01a1 khai nh\u1ea5t c\u1ee7a s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng. Hi\u1ec3u v\u00e0 bi\u1ebft c\u00e1ch x\u00e2y d\u1ef1ng wireframe s\u1ebd gi\u00fap th\u1ec3 hi\u1ec7n ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n c\u0169ng nh\u01b0 c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m nh\u01b0 thuy\u1ebft ph\u1ee5c, ph\u1ea3n bi\u1ec7n,… c\u1ee7a b\u1ea1n. Theo d\u00f5i ngay Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c ki\u1ebfn th\u1ee9c m\u1edbi nh\u1ea5t v\u1ec1 thi\u1ebft k\u1ebf, l\u1eadp tr\u00ecnh v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. \u0110\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t \u003Cspan data-sheets-root=\"1\" data-sheets-value=\"{"1":2,"2":"kh\u00f3a h\u1ecdc v\u1ec1 business analyst"}\" data-sheets-userformat=\"{"2":15231,"3":{"1":0},"4":{"1":2,"2":15916251},"5":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"6":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"7":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"8":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"9":0,"11":0,"12":0,"14":{"1":2,"2":0},"15":"\\"Times New Roman\\", serif","16":12}\"\u003Ebusiness analyst\u003C\/span\u003E chuy\u00ean nghi\u1ec7p tham gia ngay \u003Cspan data-sheets-root=\"1\" data-sheets-value=\"{"1":2,"2":"kh\u00f3a h\u1ecdc ba online"}\" data-sheets-userformat=\"{"2":15231,"3":{"1":0},"4":{"1":2,"2":15916251},"5":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"6":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"7":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"8":{"1":[{"1":2,"2":0,"5":{"1":2,"2":0}},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"9":0,"11":0,"12":0,"14":{"1":2,"2":0},"15":"\\"Times New Roman\\", serif","16":12}\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc ba online\u003C\/strong\u003E\u003C\/a\u003E h\u1eefu \u00edch.\u003C\/span\u003E \u00a0 \u00a0 \u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/peer-review\/\"\u003EPeer review\u003C\/a\u003E – h\u00ecnh th\u1ee9c c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng hi\u1ec7u qu\u1ea3 c\u1ee7a BA\u00a0\u003C\/strong\u003E\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n","post_excerpt":"Wireframe gi\u1ed1ng v\u1edbi m\u1ed9t ng\u00f4i nh\u00e0 tr\u00ean b\u1ea3n v\u1ebd ki\u1ebfn tr\u00fac khi ch\u01b0a tr\u1edf th\u00e0nh s\u1ef1 v\u1eadt c\u1ee5 th\u1ec3. Ch\u00fang ph\u00e1c th\u1ea3o c\u1ea5u tr\u00fac v\u00e0 ch\u1ee9c n\u0103ng c\u1ee7a s\u1ea3n ph\u1ea9m m\u00e0 kh\u00f4ng b\u1ecb cu\u1ed1n v\u00e0o m\u00e0u s\u1eafc, h\u00ecnh \u1ea3nh ho\u1eb7c n\u1ed9i dung c\u1ee5 th\u1ec3. B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u00ecm hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng wireframe? Cole […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-1.png"},{"ID":6886,"post_title":"H\u01b0\u1edbng d\u1eabn c\u00e1ch t\u1ea1o prototype trong figma","post_date":"03\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cach-tao-prototype-trong-figma\"\u003E\u003Cstrong\u003EC\u00e1ch t\u1ea1o prototype trong figma\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 thu\u1eadt c\u01a1 b\u1ea3n \u0111\u1ea7u ti\u00ean m\u00e0 m\u1ecdi UX\/UI designer c\u1ea7n bi\u1ebft. V\u1edbi b\u00e0i vi\u1ebft n\u00e0y, Cole s\u1ebd h\u01b0\u1edbng d\u1eabn b\u1ea1n thi\u1ebft k\u1ebf prototype m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n v\u1edbi figma.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EFigma l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFigma l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf c\u00f3 n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u01b0\u01a1ng t\u1ef1 nh\u01b0 Sketch v\u1ec1 ch\u1ee9c n\u0103ng v\u00e0 t\u00ednh n\u0103ng, nh\u01b0ng c\u00f3 nh\u1eefng kh\u00e1c bi\u1ec7t l\u1edbn gi\u00fap Figma ho\u1ea1t \u0111\u1ed9ng c\u1ed9ng t\u00e1c nh\u00f3m t\u1ed1t h\u01a1n. Hi\u1ec3u m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, Figma gi\u00fap t\u1ed1i gi\u1ea3n quy tr\u00ecnh thi\u1ebft k\u1ebf v\u00e0 c\u00f3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh kh\u00e1c trong vi\u1ec7c gi\u00fap nh\u00e0 thi\u1ebft k\u1ebf v\u00e0 team c\u1ee7a m\u00ecnh l\u00e0m vi\u1ec7c c\u00f9ng nhau hi\u1ec7u qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6898\" style=\"width: 886px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6898\" class=\"wp-image-6898 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 prototype trong figma\" width=\"876\" height=\"414\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1.png 876w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-300x142.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-1-768x363.png 768w\" sizes=\"(max-width: 876px) 100vw, 876px\" \/\u003E\u003Cp id=\"caption-attachment-6898\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 prototype trong figma\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E \u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E \u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E \u003Cspan style=\"font-size: 16px;\"\u003E\u00a0\u003C\/span\u003E\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ea1i sao b\u1ea1n n\u00ean s\u1eed d\u1ee5ng Figma?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFigma l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf ph\u1ed5 bi\u1ebfn nh\u1ea5t hi\u1ec7n nay, ch\u00ednh b\u1edfi c\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng \u0111a n\u0103ng c\u1ee7a m\u00ecnh:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EFigma ho\u1ea1t \u0111\u1ed9ng t\u1ed1t tr\u00ean m\u1ecdi n\u1ec1n t\u1ea3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFigma ho\u1ea1t \u0111\u1ed9ng tr\u00ean m\u1ecdi h\u1ec7 \u0111i\u1ec1u h\u00e0nh ch\u1ea1y tr\u00ecnh duy\u1ec7t web nh\u01b0 Mac, PC Windows, m\u00e1y Linux v\u00e0 th\u1eadm ch\u00ed c\u1ea3 Chromebook \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u1edbi Figma. \u0110\u00e2y l\u00e0 c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf duy nh\u1ea5t thu\u1ed9c lo\u1ea1i n\u00e0y c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng t\u1ed1t ngay c\u1ea3 khi s\u1eed d\u1ee5ng ph\u1ea7n c\u1ee9ng ch\u1ea1y c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh kh\u00e1c nhau, m\u1ecdi ng\u01b0\u1eddi v\u1eabn c\u00f3 th\u1ec3 chia s\u1ebb, m\u1edf v\u00e0 ch\u1ec9nh s\u1eeda c\u00e1c t\u1ec7p Figma.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong nhi\u1ec1u t\u1ed5 ch\u1ee9c, designer s\u1eed d\u1ee5ng m\u00e1y Mac v\u00e0 developer s\u1eed d\u1ee5ng PC Windows. Figma l\u00e0m g\u00ec \u0111\u1ec3 gi\u00fap g\u1eafn k\u1ebft c\u00e1c nh\u00f3m n\u00e0y l\u1ea1i v\u1edbi nhau? B\u1ea3n ch\u1ea5t ph\u1ed5 qu\u00e1t c\u1ee7a Figma ng\u0103n ch\u1eb7n s\u1ef1 kh\u00f3 ch\u1ecbu c\u1ee7a PNG-pong (n\u01a1i c\u00e1c h\u00ecnh \u1ea3nh c\u1eadp nh\u1eadt \u0111\u01b0\u1ee3c g\u1eedi qua l\u1ea1i gi\u1eefa c\u00e1c nguy\u00ean t\u1eafc c\u1ee7a nh\u00f3m thi\u1ebft k\u1ebf). Trong Figma, kh\u00f4ng c\u1ea7n c\u00f3 c\u01a1 ch\u1ebf trung gian \u0111\u1ec3 cung c\u1ea5p c\u00e1c t\u00e1c v\u1ee5 thi\u1ebft k\u1ebf cho t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u1ed9ng t\u00e1c trong Figma r\u1ea5t \u0111\u01a1n gi\u1ea3n v\u00e0 quen thu\u1ed9c\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ec Figma d\u1ef1a tr\u00ean tr\u00ecnh duy\u1ec7t n\u00ean c\u00e1c nh\u00f3m c\u00f3 th\u1ec3 c\u1ed9ng t\u00e1c nh\u01b0 trong Google T\u00e0i li\u1ec7u. Nh\u1eefng ng\u01b0\u1eddi xem v\u00e0 ch\u1ec9nh s\u1eeda t\u1ec7p \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb \u1edf \u0111\u1ea7u \u1ee9ng d\u1ee5ng d\u01b0\u1edbi d\u1ea1ng h\u00ecnh \u0111\u1ea1i di\u1ec7n h\u00ecnh tr\u00f2n. M\u1ed7i ng\u01b0\u1eddi c\u0169ng c\u00f3 m\u1ed9t con tr\u1ecf \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u00ean n\u00ean vi\u1ec7c theo d\u00f5i ai \u0111ang l\u00e0m g\u00ec r\u1ea5t d\u1ec5 d\u00e0ng. Nh\u1ea5p v\u00e0o h\u00ecnh \u0111\u1ea1i di\u1ec7n c\u1ee7a ng\u01b0\u1eddi kh\u00e1c s\u1ebd ph\u00f3ng to n\u1ed9i dung h\u1ecd \u0111ang xem v\u00e0o th\u1eddi \u0111i\u1ec3m \u0111\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6899\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6899\" class=\"wp-image-6899 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3.jpg\" alt=\"Thao t\u00e1c \u0111\u01a1n gi\u1ea3n v\u1edbi giao di\u1ec7n figma\" width=\"1600\" height=\"866\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3.jpg 1600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3-300x162.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3-1024x554.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3-768x416.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-3-1536x831.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/\u003E\u003Cp id=\"caption-attachment-6899\" class=\"wp-caption-text\"\u003EThao t\u00e1c \u0111\u01a1n gi\u1ea3n v\u1edbi giao di\u1ec7n figma\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi s\u1eed d\u1ee5ng Figma, tr\u01b0\u1edfng nh\u00f3m thi\u1ebft k\u1ebf c\u00f3 th\u1ec3 ki\u1ec3m tra xem nh\u00f3m \u0111ang thi\u1ebft k\u1ebf g\u00ec trong real-time b\u1eb1ng c\u00e1ch ch\u1ec9 c\u1ea7n m\u1edf m\u1ed9t t\u1ec7p \u0111\u01b0\u1ee3c chia s\u1ebb. N\u1ebfu m\u1ed9t designer b\u1eb1ng c\u00e1ch n\u00e0o \u0111\u00f3 hi\u1ec3u sai b\u1ea3n t\u00f3m t\u1eaft ho\u1eb7c c\u00e2u chuy\u1ec7n c\u1ee7a user, th\u00ec t\u00ednh n\u0103ng n\u00e0y cho ph\u00e9p designer can thi\u1ec7p, \u0111i\u1ec1u ch\u1ec9nh h\u01b0\u1edbng \u0111i v\u00e0 ti\u1ebft ki\u1ec7m v\u00f4 s\u1ed1 th\u1eddi gian m\u00e0 l\u1ebd ra c\u00f3 th\u1ec3 b\u1ecb l\u00e3ng ph\u00ed.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EFigma chia s\u1ebb m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 linh ho\u1ea1t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFigma c\u0169ng cho ph\u00e9p chia s\u1ebb d\u1ef1a tr\u00ean quy\u1ec1n \u0111\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 t\u1ec7p, page ho\u1eb7c frame n\u00e0o (\u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 artboard trong c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf kh\u00e1c). Khi li\u00ean k\u1ebft chia s\u1ebb \u0111\u01b0\u1ee3c t\u1ea1o cho m\u1ed9t frame tr\u00ean m\u1ed9t trang, ng\u01b0\u1eddi nh\u1ea5p v\u00e0o li\u00ean k\u1ebft \u0111\u00f3 s\u1ebd m\u1edf phi\u00ean b\u1ea3n tr\u00ecnh duy\u1ec7t c\u1ee7a Figma v\u00e0 ch\u1ebf \u0111\u1ed9 xem ph\u00f3ng to c\u1ee7a frame s\u1ebd \u0111\u01b0\u1ee3c t\u1ea3i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi h\u00ecnh th\u1ee9c chia s\u1ebb c\u00f3 ch\u1ecdn l\u1ecdc n\u00e0y, t\u1eeb t\u1ec7p \u0111\u1ebfn frame, cho ph\u00e9p c\u00e1c designer, product owners v\u00e0 developers chia s\u1ebb ch\u00ednh x\u00e1c nh\u1eefng g\u00ec c\u1ea7n thi\u1ebft trong c\u00e1c c\u00f4ng c\u1ee5 tracking v\u00e0 ph\u1ea7n m\u1ec1m c\u1ed9ng \u0111\u1ed3ng nh\u01b0 Confluence ho\u1eb7c SharePoint.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1ec7p Figma nh\u00fang cung c\u1ea5p c\u1eadp nh\u1eadt theo real-time\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFigma c\u0169ng chia s\u1ebb c\u00e1c \u0111o\u1ea1n m\u00e3 nh\u00fang tr\u1ef1c ti\u1ebfp \u0111\u1ec3 d\u00e1n iFrame v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 c\u1ee7a b\u00ean th\u1ee9 ba. V\u00ed d\u1ee5: n\u1ebfu Confluence \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3n th\u1ecb c\u00e1c t\u1ec7p m\u00f4 ph\u1ecfng \u0111\u01b0\u1ee3c nh\u00fang th\u00ec c\u00e1c t\u1ec7p \u0111\u00f3 s\u1ebd kh\u00f4ng \u0111\u01b0\u1ee3c “c\u1eadp nh\u1eadt” b\u1eb1ng c\u00e1ch l\u01b0u t\u1ec7p Figma – c\u00e1c t\u1ec7p \u0111\u01b0\u1ee3c nh\u00fang \u0111\u00f3 l\u00e0 Figma file.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea5t k\u1ef3 ai trong Figma th\u1ef1c hi\u1ec7n m\u1ed9t thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi m\u00f4 h\u00ecnh, th\u00ec thay \u0111\u1ed5i \u0111\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u00ecn th\u1ea5y tr\u1ef1c ti\u1ebfp trong m\u00f4 h\u00ecnh Confluence \u0111\u01b0\u1ee3c nh\u00fang.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6900\" style=\"width: 1712px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6900\" class=\"wp-image-6900 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3.jpg\" alt=\"S\u1ef1 thu\u1eadn ti\u1ec7n c\u1ee7a figma\" width=\"1702\" height=\"933\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3.jpg 1702w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-300x164.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-1024x561.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-768x421.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-3-1536x842.jpg 1536w\" sizes=\"(max-width: 1702px) 100vw, 1702px\" \/\u003E\u003Cp id=\"caption-attachment-6900\" class=\"wp-caption-text\"\u003ES\u1ef1 thu\u1eadn ti\u1ec7n c\u1ee7a figma\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EFigma gi\u00fap s\u1ef1 chuy\u1ec3n giao c\u1ee7a developer \u0111\u01b0\u1ee3c t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFigma hi\u1ec3n th\u1ecb \u0111o\u1ea1n code tr\u00ean b\u1ea5t k\u1ef3 frame ho\u1eb7c object \u0111\u01b0\u1ee3c ch\u1ecdn n\u00e0o \u1edf \u0111\u1ecbnh d\u1ea1ng CSS, iOS ho\u1eb7c Android \u0111\u1ec3 nh\u00e0 ph\u00e1t tri\u1ec3n s\u1eed d\u1ee5ng khi xem x\u00e9t t\u1ec7p thi\u1ebft k\u1ebf. B\u1ea5t k\u1ef3 developer n\u00e0o c\u0169ng c\u00f3 th\u1ec3 ki\u1ec3m tra c\u00e1c th\u00e0nh ph\u1ea7n thi\u1ebft k\u1ebf trong b\u1ea5t k\u1ef3 t\u1ec7p n\u00e0o m\u00e0 h\u1ecd c\u00f3 th\u1ec3 xem. Kh\u00f4ng c\u1ea7n s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 c\u1ee7a b\u00ean th\u1ee9 ba \u0111\u1ec3 l\u1ea5y th\u00f4ng tin. M\u1eb7c d\u00f9 v\u1eady, Figma v\u1eabn t\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7 v\u1edbi Zeplin n\u1ebfu c\u00e1c nh\u00f3m mu\u1ed1n th\u1ef1c hi\u1ec7n nhi\u1ec1u thao t\u00e1c h\u01a1n ngo\u00e0i vi\u1ec7c \u0111o l\u01b0\u1eddng v\u00e0 hi\u1ec3n th\u1ecb CSS \u0111\u01a1n gi\u1ea3n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EFile Figma \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef online\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ec Figma l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng tr\u1ef1c tuy\u1ebfn n\u00ean n\u00f3 x\u1eed l\u00fd vi\u1ec7c s\u1eafp x\u1ebfp file b\u1eb1ng c\u00e1ch hi\u1ec3n th\u1ecb c\u00e1c d\u1ef1 \u00e1n v\u00e0 file c\u1ee7a ch\u00fang trong ch\u1ebf \u0111\u1ed9 xem chuy\u00ean d\u1ee5ng. Figma c\u0169ng h\u1ed7 tr\u1ee3 nhi\u1ec1u trang tr\u00ean m\u1ed7i file, nh\u01b0 Sketch, v\u00ec v\u1eady c\u00e1c Agile team c\u00f3 th\u1ec3 s\u1eafp x\u1ebfp c\u00e1c d\u1ef1 \u00e1n c\u1ee7a m\u00ecnh m\u1ed9t c\u00e1ch h\u1ee3p l\u00fd:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o 1 d\u1ef1 \u00e1n cho feature theme\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o 1 t\u1ec7p cho m\u1ed9t t\u00ednh n\u0103ng l\u1edbn\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o c\u00e1c trang trong t\u1ec7p \u0111\u00f3 cho m\u1ed7i story c\u1ee7a user\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y ch\u1ec9 l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p s\u1eafp x\u1ebfp c\u00e1c file c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n chi ti\u1ebft h\u01a1n ho\u1eb7c \u00edt h\u01a1n t\u00f9y thu\u1ed9c v\u00e0o y\u00eau c\u1ea7u c\u1ee7a quy tr\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6901\" style=\"width: 1690px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6901\" class=\"wp-image-6901 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-6-1.jpg\" alt=\"L\u01b0u tr\u1eef d\u1ec5 d\u00e0ng v\u1edbi figma\" width=\"1680\" height=\"911\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-6-1.jpg 1680w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-6-1-300x163.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-6-1-1024x555.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-6-1-768x416.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-6-1-1536x833.jpg 1536w\" sizes=\"(max-width: 1680px) 100vw, 1680px\" \/\u003E\u003Cp id=\"caption-attachment-6901\" class=\"wp-caption-text\"\u003EL\u01b0u tr\u1eef d\u1ec5 d\u00e0ng v\u1edbi figma\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1ea1o prototype trong Figma r\u1ea5t \u0111\u01a1n gi\u1ea3n v\u00e0 tr\u1ef1c quan\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong khi Sketch g\u1ea7n \u0111\u00e2y \u0111\u00e3 th\u00eam artboard v\u00e0o nguy\u00ean m\u1eabu artboard th\u00ec Figma \u0111\u00e3 ti\u1ebfn xa h\u01a1n b\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c hi\u1ec7u \u1ee9ng chuy\u1ec3n ti\u1ebfp gi\u1eefa c\u00e1c khung. T\u00ednh n\u0103ng t\u1ea1o m\u1eabu \u0111\u01a1n gi\u1ea3n c\u1ee7a Figma gi\u00fap lo\u1ea1i b\u1ecf s\u1ef1 c\u1ea7n thi\u1ebft c\u1ee7a m\u1ed9t c\u00f4ng c\u1ee5 kh\u00e1c th\u1ef1c hi\u1ec7n t\u1ea1o m\u1eabu theo phong c\u00e1ch tr\u00ecnh chi\u1ebfu, ch\u1eb3ng h\u1ea1n nh\u01b0 InVision ho\u1eb7c Marvel. Khi t\u1ea5t c\u1ea3 nh\u1eefng g\u00ec c\u1ea7n thi\u1ebft l\u00e0 m\u1ed9t b\u1ea3n tr\u00ecnh b\u00e0y \u0111\u01a1n gi\u1ea3n v\u1edbi c\u00e1c hi\u1ec7u \u1ee9ng chuy\u1ec3n ti\u1ebfp th\u00ec kh\u00f4ng c\u1ea7n ph\u1ea3i xu\u1ea5t sang c\u00e1c c\u00f4ng c\u1ee5 \u0111\u00e1nh gi\u00e1 kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EH\u01b0\u1edbng d\u1eabn c\u00e1ch t\u1ea1o prototype trong Figma\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu \u0111\u00e2y l\u00e0 l\u1ea7n \u0111\u1ea7u ti\u00ean b\u1ea1n s\u1eed d\u1ee5ng Figma \u0111\u1ec3 t\u1ea1o m\u1eabu, tham kh\u1ea3o ngay 11 b\u01b0\u1edbc trong quy tr\u00ecnh t\u1ea1o prototype trong Figma ngay d\u01b0\u1edbi \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E1.Truy c\u1eadp c\u00e1c t\u00f9y ch\u1ecdn t\u1ea1o m\u1eabu:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u \u0111\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n l\u00e0m s\u1ebd l\u00e0 ho\u1ea1t \u0111\u1ed9ng trong tab “Design”\u00a0 c\u1ee7a Properties panel (khu v\u1ef1c b\u00ean ph\u1ea3i c\u1eeda s\u1ed5). \u0110\u00e3 \u0111\u1ebfn l\u00fac nh\u1ea5p v\u00e0o tab “Prototype”.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6889\" style=\"width: 2570px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6889\" class=\"wp-image-6889 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-scaled.jpeg\" alt=\"Giao di\u1ec7n kh\u1edfi t\u1ea1o prototype ban \u0111\u1ea7u\" width=\"2560\" height=\"1497\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-scaled.jpeg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-300x175.jpeg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1024x599.jpeg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-768x449.jpeg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-1536x898.jpeg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2048x1198.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003Cp id=\"caption-attachment-6889\" class=\"wp-caption-text\"\u003EGiao di\u1ec7n kh\u1edfi t\u1ea1o prototype ban \u0111\u1ea7u\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E2.\u0110\u1ed5i t\u00ean c\u00e1c frame trong lu\u1ed3ng \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1edbc khi t\u1ea1o b\u1ea5t k\u1ef3 prototype n\u00e0o, b\u1ea1n n\u00ean \u0111\u1ea3m b\u1ea3o frame c\u1ee7a m\u00ecnh c\u00f3 t\u00ean ri\u00eang bi\u1ec7t. Tham kh\u1ea3o c\u00e1ch \u0111\u1eb7t ti\u00eau \u0111\u1ec1 m\u00f4 t\u1ea3 cho ba m\u00e0n h\u00ecnh c\u1ee7a m\u00ecnh: “Login Screen”, “Photo Stream” v\u00e0 “Photo Post” d\u01b0\u1edbi \u0111\u00e2y. \u0110\u1ec3 \u0111\u1ed5i t\u00ean frame, t\u1ea5t c\u1ea3 nh\u1eefng g\u00ec b\u1ea1n c\u1ea7n l\u00e0m l\u00e0 nh\u1ea5p \u0111\u00fap v\u00e0o nh\u00e3n c\u1ee7a n\u00f3 \u1edf g\u00f3c tr\u00ean b\u00ean tr\u00e1i c\u1ee7a m\u1ed7i frame, nh\u1eadp t\u00ean m\u1edbi v\u00e0 nh\u1ea5n Enter. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 \u0111\u1ed5i t\u00ean frame trong b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Layers \u1edf b\u00ean tr\u00e1i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6890\" style=\"width: 1045px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6890\" class=\"wp-image-6890 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2.jpg\" alt=\"B\u1ea5m v\u00e0o ti\u00eau \u0111\u1ec1 frame \u0111\u1ec3 \u0111\u1ed5i t\u00ean\" width=\"1035\" height=\"606\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2.jpg 1035w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-300x176.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-1024x600.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-768x450.jpg 768w\" sizes=\"(max-width: 1035px) 100vw, 1035px\" \/\u003E\u003Cp id=\"caption-attachment-6890\" class=\"wp-caption-text\"\u003EB\u1ea5m v\u00e0o ti\u00eau \u0111\u1ec1 frame \u0111\u1ec3 \u0111\u1ed5i t\u00ean\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E3.\u0110\u1eb7t frame b\u1eaft \u0111\u1ea7u:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o prototype trong Figma ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng c\u00e1ch t\u1ea1o li\u00ean k\u1ebft gi\u1eefa c\u00e1c frame v\u00e0 c\u00e1c th\u00e0nh ph\u1ea7n trong frame. Khi tr\u00ecnh b\u00e0y prototype, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 nh\u1ea5p v\u00e0o c\u00e1c ph\u1ea7n t\u1eed \u0111\u01b0\u1ee3c li\u00ean k\u1ebft \u0111\u1ec3 di chuy\u1ec3n xung quanh \u1ee9ng d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1edbc ti\u00ean, ch\u00fang ta c\u1ea7n thi\u1ebft l\u1eadp m\u00e0n h\u00ecnh n\u01a1i b\u1eaft \u0111\u1ea7u user experience (UX) – tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. Nh\u1ea5p v\u00e0o frame “Login Screen” \u0111\u00e3 thi\u1ebft k\u1ebf trong b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Layers v\u00e0 sau \u0111\u00f3 b\u1ea1n s\u1ebd th\u1ea5y c\u00e1c t\u00f9y ch\u1ecdn thay \u0111\u1ed5i trong tab Prototype c\u1ee7a b\u1ea3ng Properties \u1edf b\u00ean ph\u1ea3i. Sau \u0111\u00f3 nh\u1ea5p v\u00e0o bi\u1ec3u t\u01b0\u1ee3ng “+” \u1edf b\u00ean ph\u1ea3i n\u01a1i ghi “Flow starting point” trong b\u1ea3ng Prototype.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6891\" style=\"width: 1046px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6891\" class=\"wp-image-6891 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1.jpg\" alt=\"L\u1ef1a ch\u1ecdn frame b\u1eaft \u0111\u1ea7u\" width=\"1036\" height=\"606\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1.jpg 1036w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-300x175.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-1024x599.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/7-1-768x449.jpg 768w\" sizes=\"(max-width: 1036px) 100vw, 1036px\" \/\u003E\u003Cp id=\"caption-attachment-6891\" class=\"wp-caption-text\"\u003EL\u1ef1a ch\u1ecdn frame b\u1eaft \u0111\u1ea7u\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E4.Kh\u1edfi t\u1ea1o m\u1ed9t k\u1ebft n\u1ed1i:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu ch\u00fang ta ch\u1ecdn Frame ho\u1eb7c c\u00e1c th\u00e0nh ph\u1ea7n c\u1ee5 th\u1ec3 trong Frame c\u1ee7a m\u00ecnh trong khi tab Prototype \u0111ang m\u1edf, ch\u00fang ta s\u1ebd c\u00f3 th\u00eam m\u1ed9t tay c\u1ea7m h\u00ecnh tr\u00f2n \u1edf c\u1ea1nh b\u00ean ph\u1ea3i c\u1ee7a m\u1ecdi \u0111\u1ed1i t\u01b0\u1ee3ng. Tay c\u1ea7m n\u00e0y cho ph\u00e9p ch\u00fang ta thi\u1ebft l\u1eadp m\u00e0n h\u00ecnh m\u00e0 \u0111\u1ed1i t\u01b0\u1ee3ng s\u1ebd d\u1eabn \u0111\u1ebfn khi ch\u1ea1m v\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e3y s\u1eed d\u1ee5ng \u0111i\u1ec1u n\u00e0y \u0111\u1ec3 t\u1ea1o k\u1ebft n\u1ed1i. \u0110\u1ea7u ti\u00ean, ch\u1ecdn n\u00fat “Sign In” trong Login Screen c\u1ee7a b\u1ea1n. Sau \u0111\u00f3 nh\u1ea5p v\u00e0 gi\u1eef v\u00e0o tay c\u1ea7m h\u00ecnh tr\u00f2n \u0111\u00f3 v\u00e0 k\u00e9o m\u0169i t\u00ean qua Photo Stream \u0111\u1ec3 t\u1ea1o k\u1ebft n\u1ed1i. Khi ng\u01b0\u1eddi d\u00f9ng nh\u1ea5n v\u00e0o n\u00fat “Sign In” trong prototype, h\u1ecd s\u1ebd \u0111\u01b0\u1ee3c \u0111\u01b0a \u0111\u1ebfn m\u00e0n h\u00ecnh “Photo Stream”.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6892\" style=\"width: 1041px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6892\" class=\"wp-image-6892 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8.jpg\" alt=\"C\u00e1ch t\u1ea1o connection trong prototype\" width=\"1031\" height=\"603\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8.jpg 1031w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-300x175.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-1024x599.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/8-768x449.jpg 768w\" sizes=\"(max-width: 1031px) 100vw, 1031px\" \/\u003E\u003Cp id=\"caption-attachment-6892\" class=\"wp-caption-text\"\u003EC\u00e1ch t\u1ea1o connection trong prototype\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau khi b\u1ea1n th\u1ef1c hi\u1ec7n k\u1ebft n\u1ed1i th\u00e0nh c\u00f4ng, m\u1ed9t pop-up nh\u1ecf s\u1ebd xu\u1ea5t hi\u1ec7n x\u00e1c nh\u1eadn c\u00e1ch t\u01b0\u01a1ng t\u00e1c s\u1ebd ho\u1ea1t \u0111\u1ed9ng. H\u00e3y xem qua c\u00e1c t\u00f9y ch\u1ecdn th\u1ea3 xu\u1ed1ng \u1edf \u0111\u00e2y. N\u1ebfu b\u1ea1n \u0111\u00e3 nh\u1ea5p v\u00e0o, b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m cho pop-up n\u00e0y xu\u1ea5t hi\u1ec7n tr\u1edf l\u1ea1i b\u1eb1ng c\u00e1ch nh\u1ea5p v\u00e0o m\u0169i t\u00ean k\u1ebft n\u1ed1i m\u00e0u xanh nh\u1ea1t k\u00e9o d\u00e0i t\u1eeb n\u00fat “Sign In” \u0111\u1ebfn Photo Stream Frame.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E5.T\u1ea1o k\u1ebft n\u1ed1i kh\u00e1c:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00e2y gi\u1edd b\u1ea1n h\u00e3y l\u1eb7p l\u1ea1i quy tr\u00ecnh b\u1eb1ng c\u00e1ch li\u00ean k\u1ebft m\u1ed9t trong c\u00e1c \u1ea3nh trong Photo Stream v\u1edbi Photo Post Frame. Ch\u1ec9 c\u1ea7n nh\u1ea5p v\u00e0o \u1ea3nh con h\u1ed3ng h\u1ea1c v\u00e0 k\u00e9o tay c\u1ea7m k\u1ebft n\u1ed1i qua Photo Post Frame.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6893\" style=\"width: 1044px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6893\" class=\"wp-image-6893 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9.jpg\" alt=\"T\u1ea1o connection gi\u1eefa c\u00e1c frame\" width=\"1034\" height=\"604\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9.jpg 1034w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-300x175.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-1024x598.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/9-768x449.jpg 768w\" sizes=\"(max-width: 1034px) 100vw, 1034px\" \/\u003E\u003Cp id=\"caption-attachment-6893\" class=\"wp-caption-text\"\u003ET\u1ea1o connection gi\u1eefa c\u00e1c frame\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E6.T\u1ea1o k\u1ebft n\u1ed1i cho n\u00fat b\u1ea5m \u201cBack\u201d:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1eb7p l\u1ea1i quy tr\u00ecnh n\u00e0y m\u1ed9t l\u1ea7n n\u1eefa \u0111\u1ec3 t\u1ea1o k\u1ebft n\u1ed1i t\u1eeb bi\u1ec3u t\u01b0\u1ee3ng “Home” m\u00e0 ta \u0111\u00e3 t\u1ea1o trong thanh \u0111i\u1ec1u h\u01b0\u1edbng \u0111\u1ebfn trang Photo Stream. \u0110\u00e2y l\u00e0 ch\u1ee9c n\u0103ng kh\u00e1 th\u00f4 s\u01a1 nh\u01b0ng n\u00f3 s\u1ebd gi\u00fap user c\u1ee7a b\u1ea1n c\u1ea3m nh\u1eadn \u0111\u01b0\u1ee3c c\u00e1ch h\u1ecd s\u1ebd di chuy\u1ec3n xung quanh \u1ee9ng d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6894\" style=\"width: 1046px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6894\" class=\"wp-image-6894 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10.jpg\" alt=\"T\u1ea1o connection cho n\u00fat b\u1ea5m \u201cBack\u201d\" width=\"1036\" height=\"604\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10.jpg 1036w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-300x175.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-1024x597.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/10-768x448.jpg 768w\" sizes=\"(max-width: 1036px) 100vw, 1036px\" \/\u003E\u003Cp id=\"caption-attachment-6894\" class=\"wp-caption-text\"\u003ET\u1ea1o connection cho n\u00fat b\u1ea5m \u201cBack\u201d\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E7.Setup page Profile:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u00e2n \u0111\u00f4i Photo Post Frame c\u1ee7a b\u1ea1n b\u1eb1ng c\u00e1ch ch\u1ecdn frame \u0111\u00f3 v\u00e0 nh\u1ea5n \u2318D (Mac) ho\u1eb7c CtrlD (PC). B\u1ea1n c\u00f3 \u0111\u1ec3 \u00fd r\u1eb1ng khi b\u1ea1n sao ch\u00e9p frame, k\u1ebft n\u1ed1i t\u1eeb n\u00fat “home” c\u0169ng \u0111\u01b0\u1ee3c chuy\u1ec3n sang frame m\u1edbi kh\u00f4ng? M\u1ecdi k\u1ebft n\u1ed1i b\u1eaft ngu\u1ed3n t\u1eeb frame nh\u00e2n b\u1ea3n c\u0169ng s\u1ebd \u0111\u01b0\u1ee3c sao ch\u00e9p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong tr\u01b0\u1eddng h\u1ee3p n\u00e0y, n\u1ebfu mu\u1ed1n gi\u1eef m\u1ed9t k\u1ebft n\u1ed1i c\u00f3 t\u1eeb n\u00fat “Home” \u0111\u1ebfn trang Photo Stream v\u00e0 b\u1ea1n mu\u1ed1n x\u00f3a li\u00ean k\u1ebft gi\u1eefa c\u00e1c m\u00e0n h\u00ecnh, ch\u1ec9 c\u1ea7n nh\u1ea5p v\u00e0o m\u0169i t\u00ean k\u1ebft n\u1ed1i v\u00e0 nh\u1ea5n “Delete” tr\u00ean b\u00e0n ph\u00edm.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6895\" style=\"width: 1041px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6895\" class=\"wp-image-6895 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11.jpg\" alt=\"Thi\u1ebft l\u1eadp page Profile\" width=\"1031\" height=\"605\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11.jpg 1031w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-300x176.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-1024x601.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/11-768x451.jpg 768w\" sizes=\"(max-width: 1031px) 100vw, 1031px\" \/\u003E\u003Cp id=\"caption-attachment-6895\" class=\"wp-caption-text\"\u003EThi\u1ebft l\u1eadp page Profile\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E8.X\u00e2y d\u1ef1ng profile page:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1edd l\u00e0 l\u00fac t\u1ea1o m\u1ed9t Profile page \u0111\u01a1n gi\u1ea3n s\u1ebd k\u1ebft n\u1ed1i v\u1edbi n\u00fat Profile trong thanh \u0111i\u1ec1u h\u01b0\u1edbng l\u00fac cu\u1ed1i c\u00f9ng. Ch\u1ecdn m\u1ecdi th\u1ee9 trong b\u1ea3n sao c\u1ee7a m\u00e0n h\u00ecnh Photo Post ngo\u1ea1i tr\u1eeb workmark v\u00e0 thanh \u0111i\u1ec1u h\u01b0\u1edbng, sau \u0111\u00f3 x\u00f3a n\u00f3. Khi t\u1ea1o profile page, b\u1ea1n c\u1ea7n l\u01b0u \u00fd:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProfile picture \u1edf gi\u1eefa tr\u00ean c\u00f9ng xu\u1ea5t ph\u00e1t t\u1eeb Photo Post screen.\u003C\/span\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cbr \/\u003E\n\u003C\/span\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHai n\u00fat n\u00e0y l\u00e0 b\u1ea3n sao c\u1ee7a n\u00fat “Sign In” tr\u00ean Login Screen.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBa b\u1ee9c \u1ea3nh \u0111\u1ed9ng v\u1eadt \u0111\u01b0\u1ee3c l\u1ea5y t\u1eeb Photo Stream.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, b\u1ea1n s\u1ebd c\u1ea7n c\u00e1c text boxes, lines, h\u00ecnh elip v\u00e0 m\u1ed9t s\u1ed1 c\u1ed9t \u0111\u1ec3 gi\u00fap ph\u00e2n ph\u1ed1i c\u00e1c elements n\u00e0y m\u1ed9t c\u00e1ch h\u1ee3p l\u00fd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6896\" style=\"width: 1322px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6896\" class=\"wp-image-6896 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/12.jpg\" alt=\"Thi\u1ebft l\u1eadp page Profile\" width=\"1312\" height=\"1492\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/12.jpg 1312w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/12-264x300.jpg 264w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/12-900x1024.jpg 900w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/12-768x873.jpg 768w\" sizes=\"(max-width: 1312px) 100vw, 1312px\" \/\u003E\u003Cp id=\"caption-attachment-6896\" class=\"wp-caption-text\"\u003EThi\u1ebft l\u1eadp page Profile\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E9.T\u1ea1o k\u1ebft n\u1ed1i v\u1edbi Profile:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc cu\u1ed1i c\u00f9ng l\u00e0 t\u1ea1o k\u1ebft n\u1ed1i t\u1edbi Profile screen:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00fat bi\u1ec3u t\u01b0\u1ee3ng profile tr\u00ean Photo Stream, li\u00ean k\u1ebft v\u1edbi Profile Frame\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00fat bi\u1ec3u t\u01b0\u1ee3ng profile tr\u00ean Photo Post, li\u00ean k\u1ebft v\u1edbi Profile Frame\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBi\u1ec3u t\u01b0\u1ee3ng trang ch\u1ee7 trong Profile Frame h\u1eb3n \u0111\u00e3 \u0111\u01b0\u1ee3c li\u00ean k\u1ebft tr\u1edf l\u1ea1i Photo Stream, b\u1ea1n c\u00f3 th\u1ec3 ki\u1ec3m tra l\u1ea1i l\u1ea7n n\u1eefa \u0111\u1ec3 ch\u1eafc ch\u1eafn.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6897\" style=\"width: 1043px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6897\" class=\"wp-image-6897 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/13.jpg\" alt=\"T\u1ea1o k\u1ebft n\u1ed1i v\u1edbi profile v\u00e0 frame tr\u01b0\u1edbc \u0111\u00f3\" width=\"1033\" height=\"601\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/13.jpg 1033w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/13-300x175.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/13-1024x596.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/13-768x447.jpg 768w\" sizes=\"(max-width: 1033px) 100vw, 1033px\" \/\u003E\u003Cp id=\"caption-attachment-6897\" class=\"wp-caption-text\"\u003ET\u1ea1o k\u1ebft n\u1ed1i v\u1edbi profile v\u00e0 frame tr\u01b0\u1edbc \u0111\u00f3\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E10.Test prototype c\u1ee7a b\u1ea1n:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 kh\u1edfi ch\u1ea1y prototype c\u1ee7a m\u00ecnh b\u1eb1ng c\u00e1ch nh\u1ea5n n\u00fat “Present” \u1edf ph\u00eda tr\u00ean b\u00ean ph\u1ea3i giao di\u1ec7n Figma. H\u00e3y th\u1ef1c hi\u1ec7n vi\u1ec7c n\u00e0y ngay b\u00e2y gi\u1edd \u0111\u1ec3 ki\u1ec3m tra xem t\u1ea5t c\u1ea3 c\u00e1c k\u1ebft n\u1ed1i c\u1ee7a b\u1ea1n c\u00f3 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 k\u1ebf ho\u1ea1ch kh\u00f4ng!\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6902\" style=\"width: 1045px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6902\" class=\"wp-image-6902 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/14-1.jpg\" alt=\"Test prototype tr\u00ean m\u00e0n h\u00ecnh thi\u1ebft b\u1ecb th\u1eadt\" width=\"1035\" height=\"601\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/14-1.jpg 1035w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/14-1-300x174.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/14-1-1024x595.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/14-1-768x446.jpg 768w\" sizes=\"(max-width: 1035px) 100vw, 1035px\" \/\u003E\u003Cp id=\"caption-attachment-6902\" class=\"wp-caption-text\"\u003ETest prototype tr\u00ean m\u00e0n h\u00ecnh thi\u1ebft b\u1ecb th\u1eadt\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi \u1edf tab “Prototype”, h\u00e3y ch\u1ecdn “iPhone SE” t\u1eeb menu th\u1ea3 xu\u1ed1ng trong ph\u1ea7n “Device”. Sau \u0111\u00f3, ch\u1ec9 c\u1ea7n nh\u1ea5p l\u1ea1i v\u00e0o n\u00fat “Present”! M\u1ed9t trong nh\u1eefng l\u1ee3i th\u1ebf c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng m\u00f4 ph\u1ecfng nh\u01b0 th\u1ebf n\u00e0y l\u00e0 n\u00f3 mang l\u1ea1i tr\u1ea3i nghi\u1ec7m ch\u00ednh x\u00e1c h\u01a1n v\u1ec1 k\u00edch th\u01b0\u1edbc v\u00e0 t\u1ef7 l\u1ec7 c\u1ee7a c\u00e1c th\u00e0nh ph\u1ea7n tr\u00ean m\u00e0n h\u00ecnh th\u1ef1c c\u1ee7a thi\u1ebft b\u1ecb.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E11.Chia s\u1ebb prototype c\u1ee7a b\u1ea1n:\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 chia s\u1ebb thi\u1ebft k\u1ebf c\u1ee7a b\u1ea1n d\u01b0\u1edbi d\u1ea1ng prototype, h\u00e3y sao ch\u00e9p li\u00ean k\u1ebft t\u1eeb thanh \u0111\u1ecba ch\u1ec9 c\u1ee7a tr\u00ecnh duy\u1ec7t khi b\u1ea1n \u0111ang \u1edf ch\u1ebf \u0111\u1ed9 “Present” v\u00e0 g\u1eedi li\u00ean k\u1ebft \u0111\u00f3 qua email ho\u1eb7c tin nh\u1eafn t\u1ee9c th\u00ec.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 b\u1ea1n \u0111\u00e3 bi\u1ebft c\u00e1ch t\u1ea1o prototype trong figma. \u0110\u00e2y l\u00e0 ph\u1ea7n m\u1ec1m quen thu\u1ed9c v\u1edbi m\u1ecdi UX\/UI designer m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 t\u1ef1 h\u1ecdc c\u00e1c k\u1ef9 n\u0103ng c\u01a1 b\u1ea3n qua tutorials. Theo d\u00f5i Cole, tham gia ngay \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc ba\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng ki\u1ebfn th\u1ee9c c\u00f4ng ngh\u1ec7 h\u1eefu \u00edch m\u1edbi nh\u1ea5t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: H\u01b0\u1edbng d\u1eabn chinh ph\u1ee5c \u003Ca href=\"https:\/\/cole.edu.vn\/chung-chi-cbap\/\"\u003Ech\u1ee9ng ch\u1ec9 CBAP\u003C\/a\u003E cao c\u1ea5p\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"C\u00e1ch t\u1ea1o prototype trong figma l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 thu\u1eadt c\u01a1 b\u1ea3n \u0111\u1ea7u ti\u00ean m\u00e0 m\u1ecdi UX\/UI designer c\u1ea7n bi\u1ebft. V\u1edbi b\u00e0i vi\u1ebft n\u00e0y, Cole s\u1ebd h\u01b0\u1edbng d\u1eabn b\u1ea1n thi\u1ebft k\u1ebf prototype m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n v\u1edbi figma.\u00a0 Figma l\u00e0 g\u00ec? Figma l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf c\u00f3 n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-2-1.jpg"},{"ID":6876,"post_title":"H\u01b0\u1edbng d\u1eabn chinh ph\u1ee5c ch\u1ee9ng ch\u1ec9 CBAP cao c\u1ea5p d\u00e0nh cho Business Analyst","post_date":"02\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECBAP l\u00e0 ch\u1ee9ng ch\u1ec9 danh gi\u00e1 m\u00e0 b\u1ea5t c\u1ee9 BA n\u00e0o c\u0169ng mu\u1ed1n s\u1edf h\u1eefu trong s\u1ef1 nghi\u1ec7p c\u1ee7a m\u00ecnh. Lo\u1ea1i \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/chung-chi-cbap\"\u003Ech\u1ee9ng ch\u1ec9 CBAP\u003C\/a\u003E\u00a0\u003C\/strong\u003En\u00e0y c\u00f3 gi\u00e1 tr\u1ecb nh\u01b0 th\u1ebf n\u00e0o? B\u1ea1n c\u1ea7n l\u00e0m g\u00ec \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn CBAP? Cole s\u1ebd gi\u00fap b\u1ea1n gi\u1ea3i \u0111\u00e1p trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ECBAP l\u00e0 lo\u1ea1i ch\u1ee9ng ch\u1ec9 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECBAP, vi\u1ebft t\u1eaft c\u1ee7a Certified Business Analysis Professional (Ch\u1ee9ng nh\u1eadn Chuy\u00ean gia ph\u00e2n t\u00edch kinh doanh) s\u1ebd gi\u00fap b\u1ea1n t\u00ecm ki\u1ebfm v\u00e0 kh\u1eb3ng \u0111\u1ecbnh chuy\u00ean m\u00f4n v\u00e0 k\u1ef9 n\u0103ng ph\u00e2n t\u00edch kinh doanh c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u1ee9ng ch\u1ec9 CBAP c\u00f4ng nh\u1eadn chuy\u00ean m\u00f4n c\u1ee7a b\u1ea1n trong nhi\u1ec1u l\u0129nh v\u1ef1c kinh doanh v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p, l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u00ean li\u00ean quan \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh v\u00e0 qu\u1ea3n l\u00fd c\u00e1c y\u00eau c\u1ea7u kinh doanh c\u1ee7a h\u1ecd, th\u00fac \u0111\u1ea9y quy tr\u00ecnh kinh doanh v\u00e0 d\u1eabn d\u1eaft c\u00e1c s\u00e1ng ki\u1ebfn trong \u200b\u200bph\u00e2n t\u00edch kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eb1ng c\u00e1ch \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 CBAP, b\u1ea1n s\u1ebd th\u1ec3 hi\u1ec7n s\u1ef1 cam k\u1ebft, b\u1ed9 k\u1ef9 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i v\u00e0 chuy\u00ean m\u00f4n l\u00e3nh \u0111\u1ea1o. Ch\u1ee9ng ch\u1ec9 CBAP s\u1ebd gi\u00fap b\u1ea1n th\u1ec3 hi\u1ec7n ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n b\u1eadc cao, t\u0103ng c\u01a1 h\u1ed9i c\u00f3 \u0111\u01b0\u1ee3c thu nh\u1eadp h\u1ea5p d\u1eabn v\u00e0 kh\u1eb3ng \u0111\u1ecbnh s\u1ef1 nghi\u1ec7p leadership c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ea1i sao b\u1ea1n n\u00ean n\u1ed7 l\u1ef1c \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 CBAP c\u1ee7a ri\u00eang m\u00ecnh?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EIIBA \u0111\u00e3 thi\u1ebft k\u1ebf ch\u01b0\u01a1ng tr\u00ecnh CBAP \u0111\u1ec3 nh\u1eefng ng\u01b0\u1eddi \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00f3 th\u1ec3 h\u01b0\u1edfng l\u1ee3i t\u1eeb n\u00f3 theo nhi\u1ec1u c\u00e1ch, ch\u1eb3ng h\u1ea1n nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EX\u00e2y d\u1ef1ng ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng ng\u01b0\u1eddi mong mu\u1ed1n c\u00f3 ch\u1ee9ng ch\u1ec9 Certified Business Analysis Professional s\u1ebd \u0111\u01b0\u1ee3c kh\u00e1m ph\u00e1 c\u00e1c kh\u00e1i ni\u1ec7m v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c m\u00e0 h\u1ecd c\u00f3 th\u1ec3 ch\u01b0a bao gi\u1edd c\u00f3 \u0111\u01b0\u1ee3c trong c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh. N\u1ec1n t\u1ea3ng ki\u1ebfn \u200b\u200bth\u1ee9c c\u1ee7a h\u1ecd s\u1ebd m\u1edf r\u1ed9ng sang m\u1ed9t lo\u1ea1t c\u00e1c ng\u00e0nh v\u00e0 doanh nghi\u1ec7p kh\u00e1c b\u1eb1ng quy tr\u00ecnh h\u1ecdc t\u1eadp \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf hi\u1ec7u qu\u1ea3. Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc c\u1ee7a CBAP bao g\u1ed3m nhi\u1ec1u t\u00ecnh hu\u1ed1ng v\u00e0 ti\u1ebfp c\u1eadn c\u00e1c kh\u00e1i ni\u1ec7m chuy\u00ean s\u00e2u c\u00f9ng v\u1edbi c\u00e2u tr\u1ea3 l\u1eddi c\u1ee7a ch\u00fang.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6878\" style=\"width: 820px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6878\" class=\"wp-image-6878 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2.jpg\" alt=\"4 c\u1ea5p \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh trong chuy\u00ean m\u00f4n c\u1ee7a Business Analyst\" width=\"810\" height=\"450\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2.jpg 810w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-300x167.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/2-2-768x427.jpg 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/\u003E\u003Cp id=\"caption-attachment-6878\" class=\"wp-caption-text\"\u003E4 c\u1ea5p \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh trong chuy\u00ean m\u00f4n c\u1ee7a Business Analyst\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENhu c\u1ea7u m\u1edf r\u1ed9ng ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a m\u1ed9t ng\u01b0\u1eddi tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n tr\u01b0\u1edbc v\u00ec Digital Transformation (Chuy\u1ec3n \u0111\u1ed5i s\u1ed1). S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 ph\u1ea7n m\u1ec1m m\u1edbi cho business analysis \u0111\u00f2i h\u1ecfi c\u00e1c chuy\u00ean gia c\u00f3 \u0111\u1ee7 k\u1ef9 n\u0103ng, c\u00f3 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u00e0 ki\u00ean tr\u00ec. Nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c c\u00f4ng ngh\u1ec7 m\u1edbi s\u1eed d\u1ee5ng ph\u00f9 h\u1ee3p v\u1edbi vi\u1ec7c ph\u00e2n ph\u1ed1i s\u1ea3n ph\u1ea9m theo ti\u00eau chu\u1ea9n ng\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKinh nghi\u1ec7m c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng qua \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u trong ch\u01b0\u01a1ng tr\u00ecnh CBAP s\u1ebd \u0111\u01b0a c\u00e1c chuy\u00ean gia \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn s\u1edf h\u1eefu CV m\u1edbi ch\u1ea5t l\u01b0\u1ee3ng v\u01b0\u1ee3t tr\u1ed9i. K\u1ebft qu\u1ea3 l\u00e0, quan \u0111i\u1ec3m c\u1ee7a h\u1ecd v\u1ec1 m\u1ee5c ti\u00eau kinh doanh v\u00e0 quy tr\u00ecnh qu\u1ea3n l\u00fd c\u0169ng \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u0103ng tri\u1ec3n v\u1ecdng cho s\u1ef1 nghi\u1ec7p c\u1ee7a b\u1ea1n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng lu\u00f4n t\u00ecm ki\u1ebfm c\u00e1c Business Analysts c\u00f3 tr\u00ecnh \u0111\u1ed9 h\u00e0ng \u0111\u1ea7u tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. H\u1ecd mong mu\u1ed1n \u0111\u01b0\u1ee3c l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c chuy\u00ean gia \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn c\u00f3 tr\u00ecnh \u0111\u1ed9 ti\u00eau chu\u1ea9n nh\u01b0 CBAP. Nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh Business Analysis tr\u00ean to\u00e0n th\u1ebf gi\u1edbi \u0111\u00e3 nh\u1eadn th\u1ea5y r\u1eb1ng ch\u1ee9ng ch\u1ec9 n\u00e0y mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch nh\u01b0 th\u0103ng ti\u1ebfn, kh\u1ea3 n\u0103ng tuy\u1ec3n d\u1ee5ng v\u00e0 c\u01a1 h\u1ed9i t\u0103ng thu nh\u1eadp.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u01a1n n\u1eefa, ch\u1ee9ng nh\u1eadn CBAP khuy\u1ebfn kh\u00edch c\u00e1c chuy\u00ean gia BA quy\u1ebft \u0111\u1ecbnh v\u00e0 m\u1edf \u0111\u01b0\u1eddng cho h\u1ecd trong ng\u00e0nh CNTT v\u00e0 c\u1ed9ng \u0111\u1ed3ng BA. Do \u0111\u00f3, c\u00e1c chuy\u00ean gia lu\u00f4n duy tr\u00ec t\u00ednh c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng v\u00e0 kh\u00f4ng ng\u1eebng l\u00e0m vi\u1ec7c \u0111\u1ec3 n\u00e2ng cao tri\u1ec3n v\u1ecdng ngh\u1ec1 nghi\u1ec7p c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u0103ng c\u01a1 h\u1ed9i k\u1ebft n\u1ed1i\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u01b0\u01a1ng tr\u00ecnh Certified Business Analysis Professional khuy\u1ebfn kh\u00edch v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c \u1ee9ng vi\u00ean. C\u00e1c chuy\u00ean gia s\u1edf h\u1eefu CBAP c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u01b0\u1edfng \u0111\u1eb7c quy\u1ec1n tham gia c\u1ed9ng \u0111\u1ed3ng to\u00e0n c\u1ea7u c\u1ee7a c\u00e1c chuy\u00ean gia CBAP. M\u00f4i tr\u01b0\u1eddng c\u1ed9ng \u0111\u1ed3ng gi\u1ed1ng nh\u01b0 m\u1ed9t c\u00e2u l\u1ea1c b\u1ed9 d\u00e0nh ri\u00eang cho c\u00e1c chuy\u00ean gia CBAP. C\u00e1c chuy\u00ean gia c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i n\u00e0y \u0111\u1ec3 m\u1edf r\u1ed9ng networking v\u00e0 c\u00f3 th\u00eam nhi\u1ec1u m\u1ed1i quan h\u1ec7 ch\u1ea5t l\u01b0\u1ee3ng trong ng\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6879\" style=\"width: 990px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6879\" class=\"wp-image-6879 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2.jpg\" alt=\"M\u1edf r\u1ed9ng networking v\u1edbi ch\u1ee9ng ch\u1ec9 CBAP\" width=\"980\" height=\"713\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2.jpg 980w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2-300x218.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/3-2-768x559.jpg 768w\" sizes=\"(max-width: 980px) 100vw, 980px\" \/\u003E\u003Cp id=\"caption-attachment-6879\" class=\"wp-caption-text\"\u003EM\u1edf r\u1ed9ng networking v\u1edbi ch\u1ee9ng ch\u1ec9 CBAP\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u01a1n n\u1eefa, nh\u1eefng c\u00e1 nh\u00e2n \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn CBAP l\u00e0m vi\u1ec7c \u1edf c\u00e1c v\u1ecb tr\u00ed BA c\u1ea5p cao s\u1ebd \u0111\u01b0\u1ee3c trao quy\u1ec1n truy c\u1eadp v\u00e0o m\u1ed9t c\u1ed9ng \u0111\u1ed3ng \u0111\u1ed9c quy\u1ec1n g\u1ed3m c\u00e1c chuy\u00ean gia c\u00f3 tr\u00ecnh \u0111\u1ed9 h\u00e0ng \u0111\u1ea7u trong l\u0129nh v\u1ef1c c\u1ee7a h\u1ecd. C\u01a1 h\u1ed9i \u0111\u01b0\u1ee3c ti\u1ebfp x\u00fac v\u1edbi m\u1ed9t nh\u00f3m c\u00e1c chuy\u00ean gia xu\u1ea5t s\u1eafc s\u1ebd gi\u00fap c\u00e1c BA kh\u00f4ng ng\u1eebng n\u00e2ng cao ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 n\u0103ng l\u1ef1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EN\u00e2ng cao \u0111\u1ed9 tin c\u1eady\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 c\u1ee7a vi\u1ec7c c\u00f3 \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn CBAP l\u00e0 s\u1ef1 c\u00f4ng nh\u1eadn to\u00e0n c\u1ea7u k\u00e8m theo gi\u1ea3i th\u01b0\u1edfng. IIBA l\u00e0 t\u1ed5 ch\u1ee9c uy t\u00edn to\u00e0n c\u1ea7u trong vi\u1ec7c th\u00fac \u0111\u1ea9y ng\u00e0nh Business Analysis v\u00e0 c\u00e1c ng\u00e0nh ngh\u1ec1 li\u00ean quan. N\u00f3 c\u00f3 uy t\u00edn trong vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ti\u00eau chu\u1ea9n cho doanh nghi\u1ec7p tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 s\u1ed1 l\u01b0\u1ee3ng chuy\u00ean gia BA chuy\u00ean nghi\u1ec7p v\u1eabn \u0111ang t\u0103ng l\u00ean, vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 CBAP mang l\u1ea1i cho c\u00e1c chuy\u00ean gia BA m\u1ed9t l\u1ee3i th\u1ebf tr\u00ean th\u1ecb tr\u01b0\u1eddng. Quan tr\u1ecdng h\u01a1n, nh\u1eadn th\u1ee9c h\u1ea1n ch\u1ebf v\u1ec1 ch\u1ee9ng ch\u1ec9 s\u1ebd khi\u1ebfn c\u00e1c chuy\u00ean gia BA c\u00f3 ch\u1ee9ng ch\u1ec9 n\u00e0y tr\u1edf n\u00ean n\u1ed5i b\u1eadt h\u01a1n, h\u1ecd c\u0169ng s\u1ebd c\u00f3 c\u01a1 h\u1ed9i nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u h\u1ee3p \u0111\u1ed3ng h\u01a1n v\u1edbi CV c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1ea1o c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chuy\u00ean gia BA n\u00ean duy tr\u00ec t\u00ednh nh\u1ea5t qu\u00e1n \u0111\u1ed3ng th\u1eddi n\u00e2ng cao ki\u1ebfn \u200b\u200bth\u1ee9c v\u1ec1 c\u00e1c quy tr\u00ecnh trong Business Analysis. N\u1ed7 l\u1ef1c li\u00ean t\u1ee5c \u0111\u1ea3m b\u1ea3o r\u1eb1ng h\u1ecd c\u00f3 th\u1ec3 gi\u1eef \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn c\u1ee7a m\u00ecnh trong khi ho\u1ea1t \u0111\u1ed9ng tr\u00ean th\u1ecb tr\u01b0\u1eddng. Trong khi trau d\u1ed3i ki\u1ebfn \u200b\u200bth\u1ee9c, h\u1ecd c\u0169ng c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c k\u1ef9 n\u0103ng y\u00eau c\u1ea7u m\u1edbi \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt d\u1ef1a tr\u00ean m\u1ee5c ti\u00eau ngh\u1ec1 nghi\u1ec7p c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6880\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6880\" class=\"wp-image-6880 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5.jpg\" alt=\"Ch\u1ee9ng ch\u1ec9 CBAP cho BA r\u1ea5t nhi\u1ec1u c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n\" width=\"1024\" height=\"724\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5-300x212.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/4-5-768x543.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6880\" class=\"wp-caption-text\"\u003ECh\u1ee9ng ch\u1ec9 CBAP cho BA r\u1ea5t nhi\u1ec1u c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E\u0110\u00e0o t\u1ea1o BAs\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00e1ch nhi\u1ec7m c\u1ee7a senior Business Analyst c\u00f3 c\u1ea3 kh\u00eda c\u1ea1nh t\u00edch c\u1ef1c v\u00e0 ti\u00eau c\u1ef1c. Nhi\u1ec7m v\u1ee5 c\u1ee7a m\u1ed9t chuy\u00ean gia \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn CBAP th\u01b0\u1eddng li\u00ean quan \u0111\u1ebfn vi\u1ec7c x\u1eed l\u00fd m\u1ed9t nh\u00f3m BA v\u00e0 \u0111\u1ed3ng th\u1eddi \u0111\u00f3ng vai tr\u00f2 l\u00e0 ng\u01b0\u1eddi c\u1ed1 v\u1ea5n cho h\u1ecd.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean gia BA high-level c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u li\u00ean t\u1ee5c v\u1ec1 chuy\u00ean m\u00f4n v\u00e0 kh\u1ea3 n\u0103ng l\u00e3nh \u0111\u1ea1o, \u0111\u1ed3ng th\u1eddi \u0111\u00f3ng vai tr\u00f2 l\u00e0 ng\u01b0\u1eddi c\u1ed1 v\u1ea5n cho c\u00e1c BA c\u1ea5p d\u01b0\u1edbi c\u1ee7a h\u1ecd. Do \u0111\u00f3, ch\u1ee9ng ch\u1ec9 CBAP trang b\u1ecb cho c\u00e1c chuy\u00ean gia nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c c\u1ea7n thi\u1ebft.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ERoadmap \u0111\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 CBAP\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ed9 tr\u00ecnh \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn CBAP \u0111\u00f2i h\u1ecfi s\u1ef1 cam k\u1ebft nghi\u00eam t\u00fac tuy\u1ec7t \u0111\u1ed1i c\u1ee7a ng\u01b0\u1eddi h\u1ecdc trong qu\u00e1 tr\u00ecnh chu\u1ea9n b\u1ecb thi. Ngo\u00e0i ra, s\u1ef1 h\u1ee9ng th\u00fa c\u1ee7a h\u1ecd trong vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c nguy\u00ean t\u1eafc Business Analysis c\u0169ng x\u00e1c \u0111\u1ecbnh con \u0111\u01b0\u1eddng d\u1eabn h\u1ecd \u0111\u1ebfn vi\u1ec7c \u0111\u01b0\u1ee3c IIBA trao ch\u1ee9ng nh\u1eadn th\u00e0nh c\u00f4ng. Th\u1eddi gian \u0111\u1ec3 th\u00ed sinh chu\u1ea9n b\u1ecb cho k\u1ef3 thi CBAP s\u1ebd ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c h\u1ecd ch\u1ecdn h\u00ecnh th\u1ee9c t\u1ef1 h\u1ecdc hay h\u1ecdc tr\u00ean l\u1edbp.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c b\u01b0\u1edbc c\u01a1 b\u1ea3n gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh chinh ph\u1ee5c CBAP c\u1ee7a m\u00ecnh:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETh\u1ef1c hi\u1ec7n c\u00e1c y\u00eau c\u1ea7u b\u00e0i thi\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBA chuy\u00ean nghi\u1ec7p tr\u01b0\u1edbc ti\u00ean ph\u1ea3i \u0111\u00e1p \u1ee9ng m\u1ed9t s\u1ed1 \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n tr\u1edf th\u00e0nh \u1ee9ng c\u1eed vi\u00ean cho k\u1ef3 thi CBAP. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 y\u00eau c\u1ea7u quan tr\u1ecdng c\u1ee7a IIBA m\u00e0 \u1ee9ng vi\u00ean ph\u1ea3i tu\u00e2n th\u1ee7:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHo\u00e0n th\u00e0nh t\u1ed1i thi\u1ec3u 7500 gi\u1edd kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u1edbi t\u01b0 c\u00e1ch l\u00e0 Business Analyst trong v\u00f2ng m\u01b0\u1eddi n\u0103m l\u00e0m vi\u1ec7c g\u1ea7n \u0111\u00e2y nh\u1ea5t c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n chia 7500 gi\u1edd l\u00e0m vi\u1ec7c th\u00e0nh t\u1ed1i thi\u1ec3u 3600 gi\u1edd t\u01b0\u01a1ng \u1ee9ng v\u1edbi t\u1eebng h\u1ea1ng m\u1ee5c trong s\u1ed1 s\u00e1u h\u1ea1ng m\u1ee5c \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh trong h\u01b0\u1edbng d\u1eabn c\u1ee7a BABOK (Business Analyst Body of Knowledge).\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng vi\u00ean ph\u1ea3i ho\u00e0n th\u00e0nh t\u1ed1i thi\u1ec3u 35 gi\u1edd l\u1eadp tr\u00ecnh trong b\u1ed1n n\u0103m l\u00e0m vi\u1ec7c g\u1ea7n \u0111\u00e2y nh\u1ea5t.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6881\" style=\"width: 610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6881\" class=\"wp-image-6881 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2.png\" alt=\"\u1ee8ng vi\u00ean c\u1ea7n c\u00f3 \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 d\u1ef1 thi\" width=\"600\" height=\"315\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2.png 600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/5-2-300x158.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/\u003E\u003Cp id=\"caption-attachment-6881\" class=\"wp-caption-text\"\u003E\u1ee8ng vi\u00ean c\u1ea7n c\u00f3 \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 d\u1ef1 thi\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003E\u0110\u0103ng k\u00fd d\u1ef1 thi\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau khi b\u1ea1n \u0111\u00e3\u00a0 t\u00edch l\u0169y t\u1ea5t c\u1ea3 kinh nghi\u1ec7m c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh \u1ee9ng vi\u00ean \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n tham gia k\u1ef3 thi CBAP, b\u1ea1n ph\u1ea3i tu\u00e2n th\u1ee7 Quy t\u1eafc \u1ee9ng x\u1eed c\u0169ng nh\u01b0 c\u00e1c \u0110i\u1ec1u kho\u1ea3n v\u00e0 \u0110i\u1ec1u ki\u1ec7n c\u1ee7a IIBA b\u1eb1ng c\u00e1ch xu\u1ea5t tr\u00ecnh hai t\u00e0i li\u1ec7u tham kh\u1ea3o chuy\u00ean m\u00f4n ch\u1ee9ng th\u1ef1c b\u1eb1ng c\u1ea5p c\u1ee7a m\u00ecnh. Ngo\u00e0i ra, b\u1ea1n c\u0169ng c\u1ea7n ph\u1ea3i tr\u1ea3 ph\u00ed \u0111\u1ec3 \u0111\u0103ng k\u00fd l\u00e0m \u1ee9ng vi\u00ean.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EChu\u1ea9n b\u1ecb cho k\u1ef3 thi\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau khi c\u00e1c \u1ee9ng vi\u00ean \u0111\u0103ng k\u00fd thi ch\u1ee9ng ch\u1ec9 CBAP, b\u1ea1n ph\u1ea3i s\u1eafp x\u1ebfp th\u1eddi gian chu\u1ea9n b\u1ecb \u0111\u1ea7y \u0111\u1ee7 tr\u01b0\u1edbc ng\u00e0y thi. K\u1ef3 thi CBAP c\u00f3 120 c\u00e2u h\u1ecfi bao g\u1ed3m nhi\u1ec1u ch\u1ee7 \u0111\u1ec1. C\u00e1c \u1ee9ng vi\u00ean c\u0169ng n\u00ean ki\u1ec3m tra c\u00e1c l\u0129nh v\u1ef1c ch\u1ee7 \u0111\u1ec1 t\u01b0\u01a1ng \u1ee9ng v\u1edbi ch\u1ee9ng ch\u1ec9 c\u1ee7a h\u1ecd. Theo IIBA, \u0111\u00e2y l\u00e0 nh\u1eefng m\u00f4n h\u1ecdc c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u trong k\u1ef3 thi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E \u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4n h\u1ecdc\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ef7 l\u1ec7\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERequirements life cycle management\u00a0\u00a0\u00a0\u00a0\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E15%\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBusiness analysis and planning\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E15%\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EStrategy analysis\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E15%\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESolution evaluation\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E14%\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERequirements analysis and design definition\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E30%\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EElicitation and collaboration\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E12%\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng th\u1eddi gian tr\u01b0\u1edbc k\u1ef3 thi \u0111\u1ec3 chu\u1ea9n b\u1ecb b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n c\u00e1c b\u00e0i ki\u1ec3m tra th\u1eed. M\u00f4i tr\u01b0\u1eddng th\u1eed nghi\u1ec7m r\u1ea5t kh\u00e1c bi\u1ec7t so v\u1edbi n\u01a1i l\u00e0m vi\u1ec7c th\u00f4ng th\u01b0\u1eddng n\u00ean \u1ee9ng vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i nhi\u1ec1u h\u01a1n t\u1eeb th\u1ef1c ti\u1ec5n v\u00e0 kinh nghi\u1ec7m l\u00e0m vi\u1ec7c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChu\u1ea9n b\u1ecb k\u1ef9 l\u01b0\u1ee1ng cho k\u1ef3 thi v\u1edbi c\u00e1c m\u00f4n h\u1ecdc b\u1eaft bu\u1ed9c\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EV\u01b0\u1ee3t qua k\u1ef3 thi CBAP\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng vi\u00ean c\u00f3 th\u1ec3 ch\u1ecdn m\u1ed9t trong hai ph\u01b0\u01a1ng th\u1ee9c tham d\u1ef1 cho k\u1ef3 thi CBAP c\u1ee7a m\u00ecnh. H\u1ecd c\u00f3 th\u1ec3 tham d\u1ef1 tr\u1ef1c ti\u1ebfp t\u1ea1i \u0111\u1ecba \u0111i\u1ec3m thi ho\u1eb7c v\u1edbi s\u1ef1 hi\u1ec7n di\u1ec7n \u1ea3o c\u1ee7a gi\u00e1m th\u1ecb t\u1eeb xa, ng\u01b0\u1eddi n\u00e0y s\u1ebd x\u00e1c nh\u1eadn danh t\u00ednh c\u1ee7a ng\u01b0\u1eddi d\u1ef1 thi t\u1ea1i th\u1eddi \u0111i\u1ec3m thi. B\u1ea1n n\u00ean ch\u1ecdn m\u00f4i tr\u01b0\u1eddng thi ph\u00f9 h\u1ee3p v\u1edbi bi\u1ec3u hi\u1ec7n c\u1ee7a m\u00ecnh. Quy\u1ebft \u0111\u1ecbnh n\u00e0y c\u0169ng \u0111\u1ea3m b\u1ea3o cho th\u00ed sinh \u0111\u1ea1t th\u00e0nh t\u00edch cao nh\u1ea5t trong k\u1ef3 thi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 b\u01b0\u1edbc ch\u00ednh m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 follow \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia CBAP trong v\u00f2ng ba th\u00e1ng:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea3m b\u1ea3o \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n d\u1ef1 thi.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETham gia kh\u00f3a \u0111\u00e0o t\u1ea1o CBAP \u0111\u01b0\u1ee3c IIBA ph\u00ea duy\u1ec7t.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u Business Analysis Body of Knowledge (BABoK) v\u00e0 th\u1ef1c h\u00e0nh c\u00e1c c\u00e2u h\u1ecfi CBAP th\u00f4ng qua c\u00e1c b\u00e0i ki\u1ec3m tra m\u00f4 ph\u1ecfng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 ch\u1ea5p nh\u1eadn cho application c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e3y tham gia k\u1ef3 thi CBAP v\u00e0 s\u1edf h\u1eefu ch\u1ee9ng nh\u1eadn.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1eadn d\u1ee5ng th\u00f4ng tin \u0111\u0103ng nh\u1eadp CBAP c\u1ee7a b\u1ea1n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau khi v\u01b0\u1ee3t qua k\u1ef3 thi CBAP, th\u00ed sinh s\u1ebd nh\u1eadn \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 n\u1ebfu th\u00e0nh c\u00f4ng. B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ch\u1ee9ng ch\u1ec9 n\u00e0y tr\u00ean c\u00e1c h\u1ed3 s\u01a1 tr\u1ef1c tuy\u1ebfn nh\u01b0 LinkedIn, Indeed, Glassdoor, v.v. \u0110\u1ea1t \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 CBAP l\u00e0 m\u1ed9t th\u00e0nh t\u1ef1u l\u1edbn gi\u00fap b\u1ea1n x\u00e1c nh\u1eadn ki\u1ebfn \u200b\u200bth\u1ee9c \u0111\u00e3 thu \u0111\u01b0\u1ee3c v\u00e0 c\u00e1c k\u1ef9 n\u0103ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n c\u1ee7a ch\u00ednh m\u00ecnh v\u1edbi th\u1ecb tr\u01b0\u1eddng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6882\" style=\"width: 1290px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6882\" class=\"wp-image-6882 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1.png\" alt=\"S\u1edf h\u1eefu CBAP gi\u00fap CV c\u1ee7a b\u1ea1n s\u00e1ng gi\u00e1 h\u01a1n\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1.png 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/6-1-768x432.png 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003Cp id=\"caption-attachment-6882\" class=\"wp-caption-text\"\u003ES\u1edf h\u1eefu CBAP gi\u00fap CV c\u1ee7a b\u1ea1n s\u00e1ng gi\u00e1 h\u01a1n\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETheo B\u00e1o c\u00e1o Business Analysis to\u00e0n c\u1ea7u n\u0103m 2021 c\u1ee7a IIBA, kho\u1ea3ng 22% Business Analysts c\u00f3 t\u1eeb 6 \u0111\u1ebfn 10 n\u0103m kinh nghi\u1ec7m trong l\u0129nh v\u1ef1c c\u1ee7a h\u1ecd. \u0110\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean gia BA, b\u1ea1n r\u1ea5t c\u1ea7n s\u1edf h\u1eefu ch\u1ee9ng ch\u1ec9 CBAP. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi v\u00e0 tham gia c\u00e1c \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc v\u1ec1 business analyst\u003C\/strong\u003E\u003C\/a\u003E ch\u1ea5t l\u01b0\u1ee3ng nh\u1ea5t Vi\u1ec7t Nam.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/peer-review\/\"\u003EPeer review\u003C\/a\u003E – h\u00ecnh th\u1ee9c c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng hi\u1ec7u qu\u1ea3 c\u1ee7a BA\u00a0\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"CBAP l\u00e0 ch\u1ee9ng ch\u1ec9 danh gi\u00e1 m\u00e0 b\u1ea5t c\u1ee9 BA n\u00e0o c\u0169ng mu\u1ed1n s\u1edf h\u1eefu trong s\u1ef1 nghi\u1ec7p c\u1ee7a m\u00ecnh. Lo\u1ea1i ch\u1ee9ng ch\u1ec9 CBAP\u00a0n\u00e0y c\u00f3 gi\u00e1 tr\u1ecb nh\u01b0 th\u1ebf n\u00e0o? B\u1ea1n c\u1ea7n l\u00e0m g\u00ec \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn CBAP? Cole s\u1ebd gi\u00fap b\u1ea1n gi\u1ea3i \u0111\u00e1p trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y. CBAP l\u00e0 lo\u1ea1i ch\u1ee9ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/04\/1-4.jpg"},{"ID":6859,"post_title":"Peer review – h\u00ecnh th\u1ee9c c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng hi\u1ec7u qu\u1ea3 c\u1ee7a BA\u00a0","post_date":"01\/04\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/peer-review\"\u003E\u003Cstrong\u003EPeer review\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 m\u1ed9t h\u00ecnh th\u1ee9c kh\u00f4ng th\u1ec3 thi\u1ebfu trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a m\u1ed9t business analyst chuy\u00ean nghi\u1ec7p. B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u00ecm hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng h\u00ecnh th\u1ee9c \u0111\u00e1nh gi\u00e1 n\u00e0y. Cole s\u1ebd gi\u00fap b\u1ea1n \u0111i s\u00e2u v\u00e0o kh\u00eda c\u1ea1nh chuy\u00ean m\u00f4n c\u1ee7a business analyst v\u1edbi thu\u1eadt ng\u1eef \u201cpeer review\u201d trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPeer review l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer review (\u0111\u00e1nh gi\u00e1 ngang h\u00e0ng) l\u00e0 m\u1ed9t c\u00e1ch \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m c\u00f4ng vi\u1ec7c th\u00f4ng qua vi\u1ec7c \u0111\u1ec3 c\u00e1c c\u00e1 nh\u00e2n trong nh\u00f3m \u0111\u00e1nh gi\u00e1 s\u1ea3n ph\u1ea9m v\u00e0 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i. Peer review c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho c\u00e1c t\u00e0i li\u1ec7u y\u00eau c\u1ea7u, m\u00e3 ph\u1ea7n m\u1ec1m, nguy\u00ean m\u1eabu, wireframe, t\u00e0i li\u1ec7u k\u1ef9 thu\u1eadt ho\u1eb7c b\u1ea5t k\u1ef3 th\u1ee9 g\u00ec kh\u00e1c y\u00eau c\u1ea7u ch\u1ea5t l\u01b0\u1ee3ng cao.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6860\" style=\"width: 1442px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6860\" class=\"wp-image-6860 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-3.jpg\" alt=\"T\u00ecm hi\u1ec3u v\u1ec1 peer review\" width=\"1432\" height=\"805\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-3.jpg 1432w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-3-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-3-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-3-768x432.jpg 768w\" sizes=\"(max-width: 1432px) 100vw, 1432px\" \/\u003E\u003Cp id=\"caption-attachment-6860\" class=\"wp-caption-text\"\u003ET\u00ecm hi\u1ec3u v\u1ec1 peer review\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EGi\u00e1 tr\u1ecb th\u1eadt s\u1ef1 c\u1ee7a peer review\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ee3i \u00edch b\u1ed5 sung l\u1edbn nh\u1ea5t c\u1ee7a peer review l\u00e0 n\u00f3 c\u00f3 th\u1ec3 gi\u00fap truy\u1ec1n b\u00e1 ki\u1ebfn \u200b\u200bth\u1ee9c trong nh\u00f3m c\u1ee7a b\u1ea1n. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u00ec ng\u01b0\u1eddi t\u1ea1o ra s\u1ea3n ph\u1ea9m chia s\u1ebb th\u00f4ng tin v\u1edbi nh\u1eefng ng\u01b0\u1eddi tham gia \u0111\u00e1nh gi\u00e1 nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a quy tr\u00ecnh. Nh\u1edd \u0111\u00f3, b\u1ea1n chia s\u1ebb ki\u1ebfn \u200b\u200bth\u1ee9c v\u1ec1 nh\u1eefng thay \u0111\u1ed5i s\u1eafp t\u1edbi c\u1ee7a s\u1ea3n ph\u1ea9m v\u00e0 c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh hi\u1ec7u qu\u1ea3 c\u0169ng nh\u01b0 nh\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng g\u00f3p \u00fd c\u00f3 gi\u00e1 tr\u1ecb kh\u00e1ch quan.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6861\" style=\"width: 2570px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6861\" class=\"wp-image-6861 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1.jpg\" alt=\"Peer review mang l\u1ea1i nhi\u1ec1u gi\u00e1 tr\u1ecb\" width=\"2560\" height=\"1440\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1.jpg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-768x432.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1536x864.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-2048x1152.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003Cp id=\"caption-attachment-6861\" class=\"wp-caption-text\"\u003EPeer review mang l\u1ea1i nhi\u1ec1u gi\u00e1 tr\u1ecb\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer review th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t h\u00ecnh th\u1ee9c ki\u1ec3m to\u00e1n kh\u00f4ng ch\u00ednh th\u1ee9c. \u0110\u00e2y l\u00e0 c\u01a1 h\u1ed9i \u0111\u1ec3 ng\u01b0\u1eddi kh\u00e1c \u0111\u1ec3 \u00fd \u0111\u1ebfn s\u1ef1 ti\u1ebfn b\u1ed9 v\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a b\u1ea1n v\u00e0 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i cho b\u1ea1n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi b\u1ea1n \u0111ang th\u1ef1c hi\u1ec7n m\u1ed9t d\u1ef1 \u00e1n, b\u1ea1n th\u01b0\u1eddng qu\u00e1 ch\u00fa \u00fd \u0111\u1ebfn chi ti\u1ebft v\u00e0 kh\u00f3 c\u00f3 th\u1ec3 nh\u1eadn x\u00e9t m\u1ed9t c\u00e1ch kh\u00e1ch quan v\u1ec1 \u0111i\u1ec1u g\u00ec \u0111ang di\u1ec5n ra \u0111\u1ee9ng h\u01b0\u1edbng v\u00e0 \u0111i\u1ec1u g\u00ec kh\u00f4ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer review gi\u00fap b\u1ea1n trung th\u1ef1c: th\u1eadt d\u1ec5 d\u00e0ng \u0111\u1ec3 gi\u1ea3i th\u00edch cho ch\u00ednh m\u00ecnh t\u1ea1i sao b\u1ea1n kh\u00f4ng c\u00f3 th\u1eddi gian \u0111\u1ec3 c\u1eadp nh\u1eadt s\u01a1 \u0111\u1ed3 quy tr\u00ecnh c\u1ee7a m\u00ecnh, nh\u01b0ng vi\u1ec7c gi\u1ea3i th\u00edch \u0111i\u1ec1u \u0111\u00f3 v\u1edbi ng\u01b0\u1eddi kh\u00e1c l\u1ea1i kh\u00f3 h\u01a1n nhi\u1ec1u.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer review c\u00f3 th\u1ec3 ch\u1ec9 ra m\u1ed9t s\u1ed1 \u0111i\u1ec1u h\u1eefu \u00edch c\u1ea7n c\u1ea3i thi\u1ec7n ho\u1eb7c gi\u1ea3i quy\u1ebft, \u0111i\u1ec1u n\u00e0y nh\u00ecn chung s\u1ebd gi\u00fap c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n d\u1ec5 d\u00e0ng h\u01a1n nhi\u1ec1u.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChi ph\u00ed c\u1ee7a m\u1ed9t l\u1ed7i \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n mu\u1ed9n trong chu k\u1ef3 cu\u1ed1i s\u1ebd g\u00e2y nhi\u1ec1u \u1ea3nh h\u01b0\u1edfng h\u01a1n so v\u1edbi l\u1ed7i \u0111\u01b0\u1ee3c t\u00ecm th\u1ea5y trong giai \u0111o\u1ea1n ph\u00e2n t\u00edch. Peer review c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng trong giai \u0111o\u1ea1n \u0111\u1ea7u v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian l\u1eabn ti\u1ec1n b\u1ea1c cho t\u1ed5 ch\u1ee9c.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003E\u1ea2nh h\u01b0\u1edfng c\u1ee7a peer review v\u1edbi c\u00e1c b\u00ean li\u00ean quan\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00a0\u003C\/span\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENhi\u1ec1u nh\u00e0 ph\u00e2n t\u00edch kinh doanh c\u00f3 xu h\u01b0\u1edbng h\u01b0\u1edbng t\u1edbi ch\u1ee7 ngh\u0129a ho\u00e0n h\u1ea3o. Khi b\u1ea1n \u0111ang ch\u00fa t\u00e2m l\u00e0m vi\u1ec7c trong m\u1ed9t th\u1eddi gian d\u00e0i v\u00e0 kh\u00f4ng nh\u1eadn \u0111\u01b0\u1ee3c b\u1ea5t k\u1ef3 ph\u1ea3n h\u1ed3i n\u00e0o, b\u1ea1n s\u1ebd r\u1ea5t kh\u00f3 \u0111\u1ec3 ch\u1ea5p nh\u1eadn nh\u1eefng \u00fd ki\u1ebfn \u0111\u00f3ng g\u00f3p ph\u00e1t sinh v\u00e0o cu\u1ed1i h\u00e0nh tr\u00ecnh, th\u1eadm ch\u00ed l\u00e0 c\u1ea3m th\u1ea5y th\u1ea5t v\u1ecdng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBusiness Analyst c\u1ea7n ch\u1ea5p nh\u1eadn v\u00e0 d\u1ef1a tr\u00ean c\u00e1c \u00fd ki\u1ebfn ph\u1ea3n \u0111\u1ed1i c\u00f3 \u0111\u01b0\u1ee3c \u0111\u1ec3 ho\u00e0n thi\u1ec7n s\u1ea3n ph\u1ea9m m\u1ed9t c\u00e1ch trau chu\u1ed1t, ho\u00e0n h\u1ea3o h\u01a1n h\u1eb3n so v\u1edbi phi\u00ean b\u1ea3n ban \u0111\u1ea7u. Chia s\u1ebb c\u00f4ng vi\u1ec7c l\u00e0 m\u1ed9t c\u00e1ch t\u1ed1t \u0111\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn g\u00f3c nh\u00ecn, c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u1ec3 h\u1ea1n ch\u1ebf c\u00e1c l\u1ed7i nghi\u00eam tr\u1ecdng c\u00f3 th\u1ec3 x\u1ea3y ra m\u00e0 b\u1ea1n kh\u00f4ng l\u01b0\u1eddng tr\u01b0\u1edbc \u0111\u01b0\u1ee3c.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u0110\u1ed1i v\u1edbi producer\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThe producer l\u00e0 ng\u01b0\u1eddi ban \u0111\u1ea7u t\u1ea1o ra s\u1ea3n ph\u1ea9m. H\u1ea7u h\u1ebft, ch\u00fang ta \u0111\u1ec1u \u0111\u00e3 t\u1eebng \u0111\u01b0a ra c\u00e1c gi\u1ea3 \u0111\u1ecbnh hay th\u1ea3o lu\u1eadn trong c\u00f4ng vi\u1ec7c, b\u1ea5t k\u1ec3 quy m\u00f4, h\u00ecnh th\u1ee9c hay ti\u00eau ch\u00ed n\u00e0o kh\u00e1c. Producer \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb m\u1ed9t g\u00f3c nh\u00ecn kh\u00e1c h\u1eb3n, gi\u00fap kh\u1eafc ph\u1ee5c l\u1ed7i v\u00e0 lo\u1ea1i b\u1ecf l\u1ea7n l\u01b0\u1ee3t c\u00e1c gi\u1ea3 \u0111\u1ecbnh ban \u0111\u1ea7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer review l\u00e0 c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 gi\u00fap b\u1ea1n t\u1eadp trung c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng m\u00e0 kh\u00f4ng ph\u1ea3i lo l\u1eafng v\u1ec1 c\u00e1c r\u1ee7i ro kh\u00e1c. \u0110i\u1ec1u n\u00e0y c\u0169ng mang \u0111\u1ebfn nh\u1eefng c\u01a1 h\u1ed9i gi\u00fap t\u0103ng c\u01b0\u1eddng t\u00ednh nh\u1ea5t qu\u00e1n gi\u1eefa c\u00e1c s\u1ea3n ph\u1ea9m BA v\u00e0 r\u00fat ra b\u00e0i h\u1ecdc t\u1eeb c\u00e1c l\u0129nh v\u1ef1c kinh doanh kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u0110\u1ed1i v\u1edbi peer reviewers\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer reviewers s\u1ebd l\u00e0 ng\u01b0\u1eddi \u0111\u01b0a ra c\u00e1c \u00fd ki\u1ebfn \u0111\u00f3ng g\u00f3p hi\u1ec7u qu\u1ea3 d\u1ef1a tr\u00ean th\u00e2m nhi\u00ean kinh nghi\u1ec7m kh\u00e1c nhau. B\u00ean c\u1ea1nh vi\u1ec7c nh\u1eadn nh\u1eefng gi\u00e1 tr\u1ecb to l\u1edbn t\u1eeb peer reviewers, b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 nh\u00e2n c\u01a1 h\u1ed9i n\u00e0y \u0111\u1ec3 h\u1ecdc h\u1ecfi th\u00eam r\u1ea5t nhi\u1ec1u \u0111i\u1ec1u th\u00f4ng qua c\u00e1c \u0111\u00e1nh gi\u00e1 kh\u1eaft khe.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u0110\u1ed1i v\u1edbi c\u00e1c b\u00ean li\u00ean quan\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00a0\u003C\/span\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi m\u1ecdi doanh nghi\u1ec7p, peer review khi xu\u1ea5t hi\u1ec7n s\u1ebd v\u00f4 c\u00f9ng c\u00f3 \u00fd ngh\u0129a v\u1edbi c\u00e1c \u0111\u00e1nh gi\u00e1, \u00fd ki\u1ebfn, x\u00e1c nh\u1eadn li\u00ean quan \u0111\u1ebfn s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng c\u1ee7a b\u1ed9 ph\u1eadn ph\u00e1t tri\u1ec3n. C\u00e1c l\u1ed7i nh\u1ecf s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft ngay l\u1eadp t\u1ee9c, gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng cho s\u1ea3n ph\u1ea9m \u0111\u1ea7u ra.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6862\" style=\"width: 710px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6862\" class=\"wp-image-6862 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1.jpg\" alt=\"Qu\u00e1 tr\u00ecnh \u1ea3nh h\u01b0\u1edfng c\u1ee7a peer review\" width=\"700\" height=\"455\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1.jpg 700w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1-300x195.jpg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/\u003E\u003Cp id=\"caption-attachment-6862\" class=\"wp-caption-text\"\u003EQu\u00e1 tr\u00ecnh \u1ea3nh h\u01b0\u1edfng c\u1ee7a peer review\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EM\u00f4 h\u00ecnh \u0111\u00e1nh gi\u00e1 h\u00ecnh tam gi\u00e1c – The Review Triangle\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh h\u00ecnh \u0111\u00e1nh gi\u00e1 peer review h\u00ecnh tam gi\u00e1c s\u1ebd cho ra s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c kh\u1eafc ph\u1ee5c l\u1ed7i t\u1ed1i \u0111a, bao g\u1ed3m c\u00e1c ph\u1ea7n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ESelf-Review\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESelf-review – t\u1ef1 \u0111\u00e1nh gi\u00e1 s\u1ebd gi\u00fap t\u1ea1o ra nh\u1eadn x\u00e9t ri\u00eang bi\u1ec7t sau m\u1ed9t lo\u1ea1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m tra ti\u00eau chu\u1ea9n\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m tra gi\u1ea3 \u0111\u1ecbnh\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m tra kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m tra t\u00ednh h\u1ee3p l\u00fd\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m tra l\u1ed7i\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m tra ng\u1eef ph\u00e1p\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 chuy\u1ec3n t\u1eeb t\u01b0 duy ‘s\u00e1ng t\u1ea1o’ sang ‘\u0111\u00e1nh gi\u00e1’ b\u1eb1ng c\u00e1ch \u0111\u1eb7t ra kho\u1ea3ng ngh\u1ec9 v\u00e0 chuy\u1ec3n sang xem x\u00e9t khi return ho\u1eb7c chuy\u1ec3n sang m\u1ed9t thi\u1ebft b\u1ecb kh\u00e1c \u0111\u1ec3 bu\u1ed9c ch\u00fang ta ph\u1ea3i nh\u00ecn nh\u1eadn \u0111i\u1ec1u g\u00ec \u0111\u00f3 kh\u00e1c \u0111i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6863\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6863\" class=\"wp-image-6863 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-4.jpg\" alt=\"Kh\u1edfi \u0111\u1ea7u v\u1edbi qu\u00e1 tr\u00ecnh self-review\" width=\"1024\" height=\"576\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-4.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-4-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-4-768x432.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003Cp id=\"caption-attachment-6863\" class=\"wp-caption-text\"\u003EKh\u1edfi \u0111\u1ea7u v\u1edbi qu\u00e1 tr\u00ecnh self-review\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EPeer Review\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPeer review ch\u1ee7 y\u1ebfu li\u00ean quan \u0111\u1ebfn tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n v\u00e0 v\u1eabn c\u00f3 gi\u00e1 tr\u1ecb ngay c\u1ea3 khi ng\u01b0\u1eddi \u0111\u00e1nh gi\u00e1 thi\u1ebfu chuy\u00ean m\u00f4n v\u1ec1 ch\u1ee7 \u0111\u1ec1 li\u00ean quan. Ng\u01b0\u1eddi \u0111\u00e1nh gi\u00e1 ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh v\u00e0 \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 c\u00e1c gi\u1ea3 \u0111\u1ecbnh, ph\u00e1t hi\u1ec7n s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n v\u1ec1 m\u1eb7t logic v\u00e0 ch\u1ec9 ra c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c t\u1eeb vi\u1ebft t\u1eaft v\u00e0 bi\u1ec7t ng\u1eef. Ngo\u00e0i ra, h\u1ecd c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u00e0 quan s\u00e1t thu \u0111\u01b0\u1ee3c t\u1eeb tr\u1ea3i nghi\u1ec7m c\u1ee7a ch\u00ednh h\u1ecd, bao g\u1ed3m c\u00e1c \u01b0u ti\u00ean v\u1ec1 m\u1ee9c \u0111\u1ed9 chi ti\u1ebft v\u00e0 \u0111\u1ecbnh d\u1ea1ng \u01b0a th\u00edch cho nhi\u1ec1u \u0111\u1ed1i t\u01b0\u1ee3ng n\u1ed9i b\u1ed9 kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6864\" style=\"width: 1510px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6864\" class=\"wp-image-6864 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1.jpg\" alt=\"B\u1eaft \u0111\u1ea7u qu\u00e1 tr\u00ecnh peer review trong tam gi\u00e1c review\" width=\"1500\" height=\"700\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1.jpg 1500w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1-300x140.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1-1024x478.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1-768x358.jpg 768w\" sizes=\"(max-width: 1500px) 100vw, 1500px\" \/\u003E\u003Cp id=\"caption-attachment-6864\" class=\"wp-caption-text\"\u003EB\u1eaft \u0111\u1ea7u qu\u00e1 tr\u00ecnh peer review trong tam gi\u00e1c review\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EStakeholder Review\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EStakeholders – c\u00e1c b\u00ean li\u00ean quan kh\u00f4ng n\u00ean g\u1eb7p ph\u1ea3i nh\u1eefng l\u1ed7i hi\u1ec3n nhi\u00ean c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh th\u00f4ng qua self-review ho\u1eb7c peer review. \u0110i\u1ec1u n\u00e0y kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 ch\u00fang ta ch\u1ec9 n\u00ean cung c\u1ea5p nh\u1eefng k\u1ebft qu\u1ea3 \u0111\u1ea7u ra ho\u00e0n h\u1ea3o v\u00e0 ho\u00e0n thi\u1ec7n, m\u00e0 \u0111\u00fang h\u01a1n l\u00e0 BA n\u00ean lo\u1ea1i b\u1ecf nh\u1eefng phi\u1ec1n nhi\u1ec5u nh\u1ecf \u0111\u1ec3 mang \u0111\u1ebfn cho c\u00e1c b\u00ean li\u00ean quan c\u01a1 h\u1ed9i l\u1edbn nh\u1ea5t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng kho\u1ea3ng tr\u1ed1ng \u0111\u00e1ng k\u1ec3 v\u00e0 nh\u1eefng l\u1ed7i c\u01a1 b\u1ea3n. \u0110\u1ed1i v\u1edbi nhi\u1ec1u stakeholders, vi\u1ec7c b\u1ecf qua ch\u00ednh t\u1ea3 v\u00e0 c\u00e1c l\u1ed7i nh\u1ecf kh\u00e1c l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c. Nh\u1eefng l\u1ed7i nh\u01b0 v\u1eady c\u00f3 th\u1ec3 l\u00e0m lung lay ni\u1ec1m tin c\u1ee7a h\u1ecd v\u00e0o ph\u00e2n t\u00edch c\u1ee7a BA.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6865\" style=\"width: 2570px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6865\" class=\"wp-image-6865 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1.jpg\" alt=\"Stakeholder review l\u00e0 ph\u1ea7n cu\u1ed1i c\u00f9ng - \u0111\u1ec9nh tam gi\u00e1c review\" width=\"2560\" height=\"2560\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1.jpg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-300x300.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-1024x1024.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-150x150.jpg 150w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-768x768.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-1536x1536.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-2048x2048.jpg 2048w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1-350x350.jpg 350w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003Cp id=\"caption-attachment-6865\" class=\"wp-caption-text\"\u003EStakeholder review l\u00e0 ph\u1ea7n cu\u1ed1i c\u00f9ng – \u0111\u1ec9nh tam gi\u00e1c review\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ee3i \u00edch c\u1ee7a peer review \u0111\u1ed1i v\u1edbi t\u1eebng BA, c\u1ed9ng \u0111\u1ed3ng BA n\u1ed9i b\u1ed9 c\u0169ng nh\u01b0 \u0111\u1ed1i v\u1edbi c\u00e1c b\u00ean li\u00ean quan v\u00e0 kh\u00e1ch h\u00e0ng l\u00e0 r\u1ea5t \u0111\u00e1ng k\u1ec3. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c tin t\u1ee9c m\u1edbi v\u00e0 tham gia \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc ba online\u003C\/strong\u003E\u003C\/a\u003E\u00a0 h\u1eefu \u00edch \u0111\u1ec3 tr\u1edf th\u00e0nh business analyst chuy\u00ean nghi\u1ec7p.\u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: 6 \u003Ca href=\"https:\/\/cole.edu.vn\/lo-trinh-nghe-nghiep-business-analyst\/\"\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst\u003C\/a\u003E \u0111\u01b0\u1ee3c theo \u0111u\u1ed5i nhi\u1ec1u nh\u1ea5t b\u1ea1n c\u1ea7n bi\u1ebft\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Peer review l\u00e0 m\u1ed9t h\u00ecnh th\u1ee9c kh\u00f4ng th\u1ec3 thi\u1ebfu trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a m\u1ed9t business analyst chuy\u00ean nghi\u1ec7p. B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u00ecm hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng h\u00ecnh th\u1ee9c \u0111\u00e1nh gi\u00e1 n\u00e0y. Cole s\u1ebd gi\u00fap b\u1ea1n \u0111i s\u00e2u v\u00e0o kh\u00eda c\u1ea1nh chuy\u00ean m\u00f4n c\u1ee7a business analyst v\u1edbi thu\u1eadt ng\u1eef \u201cpeer review\u201d trong b\u00e0i […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1.jpg"},{"ID":6849,"post_title":"H\u01b0\u1edbng d\u1eabn ho\u00e0n ch\u1ec9nh v\u1ec1 Tableau Viz Extensions","post_date":"31\/03\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/tableau-viz-extensions\"\u003E\u003Cstrong\u003ETableau Viz Extensions\u003C\/strong\u003E\u003C\/a\u003E m\u1edbi \u0111\u00e2y \u0111\u00e3 \u0111\u01b0\u1ee3c Tableau ra m\u1eaft v\u00e0 thu h\u00fat s\u1ef1 ch\u00fa \u00fd c\u1ee7a ng\u01b0\u1eddi d\u00f9ng to\u00e0n th\u1ebf gi\u1edbi v\u1edbi t\u00ednh n\u0103ng th\u00fa v\u1ecb n\u00e0y. B\u1ea1n \u0111\u00e3 bi\u1ebft v\u1ec1 c\u1eadp nh\u1eadt m\u1edbi nh\u1ea5t n\u00e0y c\u1ee7a Tableau ch\u01b0a? H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 nhanh trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETableau Viz Extensions l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea7u ti\u00ean, b\u1ea1n h\u00e3y t\u00ecm hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng Tableau tr\u01b0\u1edbc. \u0110\u00e2y l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u00e0 business intelligence \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 b\u00e1o c\u00e1o v\u00e0 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. \u0110\u00e2y l\u00e0 m\u1ed9t c\u00f4ng ty c\u1ee7a M\u1ef9 th\u00e0nh l\u1eadp v\u00e0o n\u0103m 2003, cho \u0111\u1ebfn th\u00e1ng 6 n\u0103m 2019, Salesforce \u0111\u00e3 mua l\u1ea1i Tableau.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00f3 gi\u00fap ng\u01b0\u1eddi d\u00f9ng t\u1ea1o c\u00e1c bi\u1ec3u \u0111\u1ed3, \u0111\u1ed3 th\u1ecb, b\u1ea3n \u0111\u1ed3, trang t\u1ed5ng quan v\u00e0 x\u00e2y d\u1ef1ng c\u00e2u chuy\u1ec7n \u0111\u1ec3 tr\u1ef1c quan h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, gi\u00fap \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p. Tableau s\u1edf h\u1eefu c\u00e1c t\u00ednh n\u0103ng \u0111\u1ed9c \u0111\u00e1o, th\u00fa v\u1ecb khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn nh\u1ea5t trong l\u0129nh v\u1ef1c business intelligence.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6850\" style=\"width: 1145px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6850\" class=\"wp-image-6850 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1.png\" alt=\"Tr\u00ecnh b\u00e0y v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u1edbi Tableau\" width=\"1135\" height=\"686\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1.png 1135w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1-300x181.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1-1024x619.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1-768x464.png 768w\" sizes=\"(max-width: 1135px) 100vw, 1135px\" \/\u003E\u003Cp id=\"caption-attachment-6850\" class=\"wp-caption-text\"\u003ETr\u00ecnh b\u00e0y v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u1edbi Tableau\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETableau c\u00f3 r\u1ea5t nhi\u1ec1u extensions h\u1ed7 tr\u1ee3 cho qu\u00e1 tr\u00ecnh tr\u00ecnh b\u00e0y v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n v\u00e0 \u0111\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng c\u1eadp nh\u1eadt m\u1edbi nh\u1ea5t t\u1eeb nh\u00e0 ph\u00e1t tri\u1ec3n. Viz Extensions cho ph\u00e9p ch\u00fang ta t\u1ea3i nhi\u1ec1u lo\u1ea1i visualization h\u01a1n v\u00e0o th\u1ebb Marks c\u1ee7a b\u1ea3ng t\u00ednh Tableau, m\u1edf r\u1ed9ng n\u1ec1n t\u1ea3ng tr\u1ef1c quan h\u00f3a phong ph\u00fa theo \u00fd mu\u1ed1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ENg\u01b0\u1eddi d\u00f9ng test Tableau Viz Extensions nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng Tableau, \u0111i\u1ec1u n\u00e0y s\u1ebd gi\u00fap d\u1ec5 d\u00e0ng th\u1ec3 hi\u1ec7n v\u1edbi c\u00e1c thi\u1ebft k\u1ebf tr\u1ef1c quan \u0111\u01b0\u1ee3c chia s\u1ebb th\u00f4ng qua Tableau Exchange v\u00e0 v\u1edbi C\u1ed9ng \u0111\u1ed3ng Tableau. Nhi\u1ec1u h\u00ecnh \u1ea3nh tr\u1ef1c quan h\u00f3a web c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1ch th\u1ee9c v\u00e0 n\u01a1i b\u1ea1n l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, \u0111\u1ed3ng th\u1eddi Viz Extensions t\u01b0\u01a1ng t\u00e1c v\u1edbi ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a Tableau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6851\" style=\"width: 1191px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6851\" class=\"wp-image-6851 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1.png\" alt=\"Giao di\u1ec7n Tableau Viz Extensions\" width=\"1181\" height=\"664\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1.png 1181w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1-768x432.png 768w\" sizes=\"(max-width: 1181px) 100vw, 1181px\" \/\u003E\u003Cp id=\"caption-attachment-6851\" class=\"wp-caption-text\"\u003EGiao di\u1ec7n Tableau Viz Extensions\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EM\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi ph\u1ed5 bi\u1ebfn li\u00ean quan \u0111\u1ebfn Tableau Viz Extensions\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 ng\u01b0\u1eddi d\u00f9ng m\u1edbi s\u1eed d\u1ee5ng Tableau Viz Extensions, ch\u1eafc h\u1eb3n b\u1ea1n s\u1ebd g\u1eb7p ph\u1ea3i m\u1ed9t s\u1ed1 kh\u00f3 kh\u0103n nh\u1ea5t \u0111\u1ecbnh. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng th\u1eafc m\u1eafc ph\u1ed5 bi\u1ebfn nh\u1ea5t m\u00e0 b\u1ea1n c\u1ea7n bi\u1ebft:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u00e0m c\u00e1ch n\u00e0o Tableau Viz Extensions c\u00f3 th\u1ec3 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m Tableau c\u1ee7a ng\u01b0\u1eddi d\u00f9ng?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EViz Extensions cho ph\u00e9p b\u1ea1n mang \u0111\u1ebfn c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan t\u00f9y ch\u1ec9nh, v\u01b0\u1ee3t ra ngo\u00e0i c\u00e1c charts ti\u00eau chu\u1ea9n trong Tableau \u0111\u1ec3 kh\u00e1m ph\u00e1 th\u00f4ng tin chuy\u00ean s\u00e2u v\u00e0 k\u1ec3 m\u1ed9t c\u00e2u chuy\u1ec7n h\u1ea5p d\u1eabn h\u01a1n b\u1eb1ng d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n. V\u1edbi Viz Extensions, b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Tableau c\u1ee7a b\u1ea1n tr\u1edf n\u00ean linh ho\u1ea1t v\u00e0 h\u1ea5p d\u1eabn h\u01a1n nhi\u1ec1u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00f4i c\u00f3 th\u1ec3 t\u1ea1o lo\u1ea1i visualizations n\u00e0o v\u1edbi Tableau Viz Extensions?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi Viz Extensions, b\u1ea1n \u0111\u01b0\u1ee3c tr\u1ef1c ti\u1ebfp v\u1ebd khung d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. B\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan \u0111\u1ed9ng v\u00e0 \u0111\u1ed9c \u0111\u00e1o nh\u01b0 B\u1ea3ng t\u1ed5ng h\u1ee3p t\u01b0\u01a1ng t\u00e1c, s\u01a1 \u0111\u1ed3 Sankey v\u00e0 bi\u1ec3u \u0111\u1ed3 radar. Tri\u1ec3n khai ph\u00e2n t\u00edch nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 ho\u1eb7c h\u1ee3p l\u00fd h\u00f3a t\u1ea5t c\u1ea3 c\u00e1c quy tr\u00ecnh c\u1ee7a b\u1ea1n b\u1eb1ng Viz Extensions. \u0110i\u1ec1u n\u00e0y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n n\u00e2ng cao kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6852\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6852\" class=\"wp-image-6852 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1.png\" alt=\"T\u1ef1 s\u00e1ng t\u1ea1o khung d\u1eef li\u1ec7u v\u1edbi Tableau Viz Extensions\" width=\"1600\" height=\"898\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1.png 1600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1-300x168.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1-1024x575.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1-768x431.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1-1536x862.png 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/\u003E\u003Cp id=\"caption-attachment-6852\" class=\"wp-caption-text\"\u003ET\u1ef1 s\u00e1ng t\u1ea1o khung d\u1eef li\u1ec7u v\u1edbi Tableau Viz Extensions\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 \u0111\u0103ng k\u00fd v\u00e0 truy c\u1eadp Tableau Viz Extensions?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETruy c\u1eadp trang web c\u1ee7a Tableau v\u00e0 t\u00ecm trang \u0111\u0103ng k\u00fd Beta ho\u1eb7c truy c\u1eadp Tableau Beta. Sau khi \u0111\u0103ng k\u00fd, b\u1ea1n s\u1ebd l\u00e0 m\u1ed9t trong nh\u1eefng ng\u01b0\u1eddi \u0111\u1ea7u ti\u00ean kh\u00e1m ph\u00e1 c\u00e1c t\u00ednh n\u0103ng m\u1edbi, bao g\u1ed3m c\u1ea3 Viz Extensions. H\u00e3y theo d\u00f5i c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt m\u1edbi nh\u1ea5t th\u00f4ng qua trang LinkedIn c\u1ee7a Tableau Apps.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00f4i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Viz Extensions trong B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Tableau hi\u1ec7n t\u1ea1i c\u1ee7a m\u00ecnh kh\u00f4ng?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1eed d\u1ee5ng Viz Extensions kh\u00f4ng kh\u00f3 kh\u0103n nh\u01b0 b\u1ea1n ngh\u0129. Ch\u1ecdn t\u00f9y ch\u1ecdn “Add Extension” trong tr\u00ecnh th\u1ea3 xu\u1ed1ng “Marks” trong b\u1ea3ng t\u00ednh c\u1ee7a b\u1ea1n v\u00e0 b\u1ea1n \u0111\u00e3 s\u1eb5n s\u00e0ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u00e0m c\u00e1ch n\u00e0o t\u00f4i c\u00f3 th\u1ec3 chia s\u1ebb b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n Tableau bao g\u1ed3m Viz Extensions?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi dashboards c\u1ee7a b\u1ea1n \u0111\u00e3 s\u1eb5n s\u00e0ng, b\u1ea1n c\u00f3 th\u1ec3 chia s\u1ebb n\u00f3 nh\u01b0 b\u1ea1n th\u01b0\u1eddng l\u00e0m, d\u1ec5 d\u00e0ng th\u00f4ng qua Tableau Server ho\u1eb7c Tableau Cloud. T\u1ea5t c\u1ea3 ng\u01b0\u1eddi xem c\u00f3 th\u1ec3 h\u01b0\u1edfng l\u1ee3i tr\u1ef1c ti\u1ebfp t\u1eeb nh\u1eefng kh\u1ea3 n\u0103ng v\u00e0 insights m\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6858\" style=\"width: 941px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6858\" class=\"wp-image-6858 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4.jpg\" alt=\"D\u1ec5 d\u00e0ng chia s\u1ebb c\u00e1c thi\u1ebft k\u1ebf c\u1ee7a m\u00ecnh v\u1edbi c\u1ed9ng \u0111\u1ed3ng\" width=\"931\" height=\"643\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4.jpg 931w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-300x207.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-768x530.jpg 768w\" sizes=\"(max-width: 931px) 100vw, 931px\" \/\u003E\u003Cp id=\"caption-attachment-6858\" class=\"wp-caption-text\"\u003ED\u1ec5 d\u00e0ng chia s\u1ebb c\u00e1c thi\u1ebft k\u1ebf c\u1ee7a m\u00ecnh v\u1edbi c\u1ed9ng \u0111\u1ed3ng\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EV\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt s\u1ebd nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng c\u00f3 d\u1eef li\u1ec7u th\u1ef1c t\u1ebf n\u00e0o c\u1ee7a b\u1ea1n \u0111\u01b0\u1ee3c truy c\u1eadp ho\u1eb7c l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y. B\u1eb1ng c\u00e1ch cung c\u1ea5p c\u1ea3 gi\u1ea3i ph\u00e1p t\u1ea1i ch\u1ed7 v\u00e0 SaaS, Viz Extensions mang l\u1ea1i s\u1ef1 linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t cho c\u00e1c t\u1ed5 ch\u1ee9c trong khi tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nghi\u00eam ng\u1eb7t. Extensions t\u1ea1i ch\u1ed7 n\u00e0y kh\u00f4ng y\u00eau c\u1ea7u truy c\u1eadp internet v\u00e0 ho\u00e0n to\u00e0n an to\u00e0n nh\u1edd h\u1ec7 th\u1ed1ng b\u1ea3o m\u1eadt c\u1ee7a ch\u00ednh kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ED\u1ef1 \u0111o\u00e1n v\u1ec1 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a Tableau Viz Extensions trong t\u01b0\u01a1ng lai\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a Tableau Beta Preview, Tableau \u0111\u00e3 k\u00edch ho\u1ea1t tr\u1ea3i nghi\u1ec7m Viz Extensions m\u1edbi \u0111\u1ec3 th\u1eed nghi\u1ec7m – m\u1ed9t kh\u1ea3 n\u0103ng m\u1edbi gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 t\u1ea3i c\u00e1c lo\u1ea1i viz ri\u00eang bi\u1ec7t v\u00e0o b\u1ea3ng t\u00ednh c\u1ee7a m\u00ecnh. T\u00ednh n\u0103ng n\u00e0y \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb New Chart Type Pilot tr\u00ean Tableau Public v\u00e0o m\u00f9a xu\u00e2n n\u0103m 2023, n\u01a1i nh\u00e0 ph\u00e1t tri\u1ec3n nh\u1eadn th\u1ea5y s\u1ef1 ph\u1ea5n kh\u00edch t\u1eeb DataFam v\u1ec1 c\u00e1ch gi\u1edbi thi\u1ec7u c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan m\u1edbi. H\u1ecd mu\u1ed1n trao quy\u1ec1n cho c\u1ed9ng \u0111\u1ed3ng \u0111\u00f3ng vai tr\u00f2 t\u00edch c\u1ef1c trong vi\u1ec7c thi\u1ebft k\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c lo\u1ea1i viz c\u1ee7a ri\u00eang h\u1ecd khi s\u1eed d\u1ee5ng trong Tableau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6853\" style=\"width: 2010px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6853\" class=\"wp-image-6853 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1.png\" alt=\"Tableau s\u1eb5n s\u00e0ng th\u00eam nhi\u1ec1u c\u1eadp nh\u1eadt m\u1edbi trong n\u0103m 2024\" width=\"2000\" height=\"1089\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1.png 2000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-300x163.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1024x558.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-768x418.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1536x836.png 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/\u003E\u003Cp id=\"caption-attachment-6853\" class=\"wp-caption-text\"\u003ETableau s\u1eb5n s\u00e0ng th\u00eam nhi\u1ec1u c\u1eadp nh\u1eadt m\u1edbi trong n\u0103m 2024\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EViz Extensions m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng h\u01a1n nh\u1eefng g\u00ec ng\u01b0\u1eddi d\u00f9ng Tableau c\u00f3 th\u1ec3 h\u00ecnh dung, b\u1ed5 sung th\u00eam nhi\u1ec1u c\u00f4ng c\u1ee5 n \u0111\u1ec3 m\u1ecdi ng\u01b0\u1eddi kh\u00e1m ph\u00e1 insights v\u00e0 tr\u00ecnh b\u00e0y th\u00f4ng tin trong c\u00e1c thi\u1ebft k\u1ebf v\u1edbi b\u1ed1 c\u1ee5c ho\u00e0n to\u00e0n m\u1edbi. Ph\u1ea7n l\u1edbn ng\u01b0\u1eddi d\u00f9ng r\u1ea5t h\u00e1o h\u1ee9c v\u1edbi nh\u1eefng c\u1eadp nh\u1eadt m\u1edbi nh\u1ea5t n\u00e0y! Nh\u00e0 ph\u00e1t tri\u1ec3n \u0111ang l\u00e0m vi\u1ec7c v\u1edbi h\u1ec7 sinh th\u00e1i \u0111\u1ed1i t\u00e1c Tableau \u0111\u1ec3 thi\u1ebft k\u1ebf th\u00eam nhi\u1ec1u ti\u1ec7n \u00edch m\u1edf r\u1ed9ng h\u01a1n v\u00e0 hy v\u1ecdng s\u1ebd s\u1edbm chia s\u1ebb nhi\u1ec1u lo\u1ea1i viz m\u1edbi h\u01a1n n\u1eefa.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 m\u1ed9t ng\u01b0\u1eddi l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp v\u1edbi d\u1eef li\u1ec7u v\u1edbi Tableau, b\u1ea1n ch\u1eafc ch\u1eafn s\u1ebd r\u1ea5t t\u00f2 m\u00f2 c\u1eadp nh\u1ea5t m\u1edbi nh\u1ea5t v\u1ec1 Tableau Viz Extensions. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi v\u00e0 tham gia \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-analyst-data-analysis\/\"\u003Ekh\u00f3a h\u1ecdc data analysis\u003C\/a\u003E\u00a0\u003C\/strong\u003Ehi\u1ec3u th\u00eam v\u1ec1 quy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 data chu\u1ea9n qu\u1ed1c t\u1ebf.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ENgo\u00e0i ra, b\u1ea1n c\u0169ng kh\u00f4ng n\u00ean b\u1ecf qua \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-engineer\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc data engineer\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 x\u00e2y d\u1ef1ng lu\u1ed3ng d\u1eef li\u1ec7u m\u1edbi cho ng\u00e0nh ngh\u1ec1 m\u00e0 b\u1ea1n h\u1ee9ng th\u00fa.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/quy-trinh-phan-tich-du-lieu\/\"\u003EQuy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/a\u003E – 7 b\u01b0\u1edbc ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Tableau Viz Extensions m\u1edbi \u0111\u00e2y \u0111\u00e3 \u0111\u01b0\u1ee3c Tableau ra m\u1eaft v\u00e0 thu h\u00fat s\u1ef1 ch\u00fa \u00fd c\u1ee7a ng\u01b0\u1eddi d\u00f9ng to\u00e0n th\u1ebf gi\u1edbi v\u1edbi t\u00ednh n\u0103ng th\u00fa v\u1ecb n\u00e0y. B\u1ea1n \u0111\u00e3 bi\u1ebft v\u1ec1 c\u1eadp nh\u1eadt m\u1edbi nh\u1ea5t n\u00e0y c\u1ee7a Tableau ch\u01b0a? H\u00e3y c\u00f9ng Cole kh\u00e1m ph\u00e1 nhanh trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u00a0 Tableau Viz Extensions l\u00e0 […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-2.png"},{"ID":6840,"post_title":"Hi\u1ec3u v\u1ec1 use case t\u1eeb A \u0111\u1ebfn Z","post_date":"30\/03\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/use-case\"\u003E\u003Cstrong\u003EUse case\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m v\u00e0 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c \u0111\u1ec3 m\u00f4 t\u1ea3 c\u00e1ch s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau ho\u1eb7c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3. H\u00e3y c\u00f9ng Cole t\u00ecm hi\u1ec3u t\u1ed5ng quan v\u1ec1 use case trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EGi\u1ea3i th\u00edch \u0111\u01a1n gi\u1ea3n v\u1ec1 use case\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUse case l\u00e0 m\u00f4 t\u1ea3 v\u1ec1 c\u00e1ch ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng ho\u1eb7c s\u1ea3n ph\u1ea9m n\u00e0o \u0111\u00f3. M\u1ed9t use case c\u00f3 th\u1ec3 thi\u1ebft l\u1eadp c\u00e1c k\u1ecbch b\u1ea3n th\u00e0nh c\u00f4ng, c\u00e1c k\u1ecbch b\u1ea3n th\u1ea5t b\u1ea1i v\u00e0 b\u1ea5t k\u1ef3 bi\u1ebfn th\u1ec3 ho\u1eb7c ngo\u1ea1i l\u1ec7 quan tr\u1ecdng n\u00e0o. M\u1ed9t use case c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c vi\u1ebft ho\u1eb7c t\u1ea1o ra b\u1eb1ng h\u00ecnh \u1ea3nh v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a c\u00f4ng c\u1ee5 use case model. M\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u1ea3n l\u00fd ph\u1ea1m vi\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThi\u1ebft l\u1eadp c\u00e1c y\u00eau c\u1ea7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1c th\u1ea3o c\u00e1ch ng\u01b0\u1eddi d\u00f9ng s\u1ebd t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1ef1c quan h\u00f3a ki\u1ebfn \u200b\u200btr\u00fac h\u1ec7 th\u1ed1ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETruy\u1ec1n \u0111\u1ea1t c\u00e1c y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt cho c\u00e1c b\u00ean li\u00ean quan trong kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u1ea3n l\u00fd r\u1ee7i ro\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6841\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6841\" class=\"wp-image-6841 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-2.jpg\" alt=\"Hi\u1ec3u \u0111\u01a1n gi\u1ea3n v\u1ec1 use case\" width=\"1200\" height=\"795\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-2.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-2-300x199.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-2-1024x678.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-2-768x509.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003Cp id=\"caption-attachment-6841\" class=\"wp-caption-text\"\u003EHi\u1ec3u \u0111\u01a1n gi\u1ea3n v\u1ec1 use case\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u1ecbch s\u1eed ra \u0111\u1eddi c\u1ee7a use case\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh ng\u01b0\u1eddi Th\u1ee5y \u0110i\u1ec3n Ivar Jacobson \u0111\u00e3 tr\u00ecnh b\u00e0y b\u00e0i b\u00e1o \u0111\u1ea7u ti\u00ean v\u1ec1 use cases v\u00e0o n\u0103m 1987, m\u00f4 t\u1ea3 c\u00e1ch s\u1eed d\u1ee5ng k\u1ef9 thu\u1eadt n\u00e0y t\u1ea1i c\u00f4ng ty vi\u1ec5n th\u00f4ng Ericsson \u0111\u1ec3 n\u1eafm b\u1eaft c\u00e1c y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng. N\u0103m 1992, Jacobson l\u00e0 \u0111\u1ed3ng t\u00e1c gi\u1ea3 cu\u1ed1n s\u00e1ch “K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng – Ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn theo tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng”, gi\u00fap ph\u1ed5 bi\u1ebfn c\u00e1c use cases \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c y\u00eau c\u1ea7u ch\u1ee9c n\u0103ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EJacobson sau \u0111\u00f3 \u0111\u00e3 c\u00f9ng v\u1edbi c\u00e1c k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m ng\u01b0\u1eddi M\u1ef9 Grady Booch v\u00e0 James Rumbaugh t\u1ea1o ra Ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a th\u1ed1ng nh\u1ea5t (Unified Modeling Language – UML), ng\u00f4n ng\u1eef n\u00e0y gi\u1edbi thi\u1ec7u m\u1ed9t c\u00e1ch ti\u00eau chu\u1ea9n \u0111\u1ec3 tr\u1ef1c quan h\u00f3a thi\u1ebft k\u1ebf c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng. K\u1ec3 t\u1eeb \u0111\u00f3, k\u1ef9 thu\u1eadt n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh th\u00e0nh c\u00e1c “templates” vi\u1ebft use case \u0111\u1ec3 h\u1ee3p l\u00fd h\u00f3a vi\u1ec7c n\u1eafm b\u1eaft c\u00e1c y\u00eau c\u1ea7u high-level.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6842\" style=\"width: 970px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6842\" class=\"wp-image-6842 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2.jpg\" alt=\"Use case ra \u0111\u1eddi nh\u01b0 m\u1ed9t l\u00fd do t\u1ea5t y\u1ebfu\" width=\"960\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2.jpg 960w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-768x576.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/\u003E\u003Cp id=\"caption-attachment-6842\" class=\"wp-caption-text\"\u003EUse case ra \u0111\u1eddi nh\u01b0 m\u1ed9t l\u00fd do t\u1ea5t y\u1ebfu\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ea1i sao project managers c\u1ea7n bi\u1ebft v\u1ec1 c\u00e1c use cases?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProject managers c\u1ea7n bi\u1ebft v\u1ec1 c\u00e1c use case v\u00ec ch\u00fang gi\u00fap truy\u1ec1n \u0111\u1ea1t chi\u1ebfn l\u01b0\u1ee3c cho c\u00e1c b\u00ean li\u00ean quan v\u00e0 thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00e1c y\u1ebfu t\u1ed1 kinh doanh v\u00e0 y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt. PMI c\u0169ng l\u01b0u \u00fd r\u1eb1ng “use cases cung c\u1ea5p c\u1ea5u tr\u00fac \u0111\u1ec3 thu th\u1eadp y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 thi\u1ebft l\u1eadp ph\u1ea1m vi d\u1ef1 \u00e1n”. Nh\u01b0ng \u0111i\u1ec1u \u0111\u00f3 c\u00f3 \u00fd ngh\u0129a g\u00ec v\u1ec1 m\u1eb7t th\u1ef1c t\u1ebf?\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3 s\u1eed b\u1ea1n l\u00e0 project manager cho m\u1ed9t c\u00f4ng ty c\u00f4ng ngh\u1ec7 gi\u00e1o d\u1ee5c. \u00dd t\u01b0\u1edfng s\u1ea3n ph\u1ea9m m\u1edbi nh\u1ea5t c\u1ee7a c\u00f4ng ty b\u1ea1n l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng d\u00e0nh cho sinh vi\u00ean, n\u01a1i h\u1ecd c\u00f3 th\u1ec3 nh\u1eadn h\u1ecdc ph\u00ed tr\u1ef1c ti\u1ebfp v\u1edbi m\u1ed9t kho\u1ea3n ph\u00ed \u0111\u0103ng k\u00fd h\u00e0ng th\u00e1ng. Vi\u1ec7c t\u1ea1o project manager cho \u1ee9ng d\u1ee5ng n\u00e0y c\u00f3 th\u1ec3 cho c\u00e1c b\u00ean li\u00ean quan v\u00e0 nh\u00f3m d\u1ef1 \u00e1n bi\u1ebft kh\u00e1ch h\u00e0ng l\u00e0 ai, kh\u00e1ch h\u00e0ng s\u1ebd t\u01b0\u01a1ng t\u00e1c v\u1edbi s\u1ea3n ph\u1ea9m nh\u01b0 th\u1ebf n\u00e0o c\u0169ng nh\u01b0 \u00fd ngh\u0129a v\u00e0 y\u00eau c\u1ea7u c\u1ee7a d\u1ef1 \u00e1n s\u1ebd l\u00e0 g\u00ec.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6843\" style=\"width: 930px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6843\" class=\"wp-image-6843 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1.png\" alt=\"Vai tr\u00f2 c\u1ee7a project manager trong d\u1ef1 \u00e1n\" width=\"920\" height=\"549\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1.png 920w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-300x179.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-768x458.png 768w\" sizes=\"(max-width: 920px) 100vw, 920px\" \/\u003E\u003Cp id=\"caption-attachment-6843\" class=\"wp-caption-text\"\u003EVai tr\u00f2 c\u1ee7a project manager trong d\u1ef1 \u00e1n\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1ch vi\u1ebft use case cho m\u1ed9t d\u1ef1 \u00e1n\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng v\u0103n b\u1ea3n, use case c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t t\u00e0i li\u1ec7u h\u1eefu \u00edch c\u1ee7a d\u1ef1 \u00e1n. L\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 ph\u1ed5 bi\u1ebfn, kh\u00f4ng th\u1ec3 thi\u1ebfu khi ch\u00fang c\u00f3 th\u1ec3 gi\u00fap qu\u00e1 tr\u00ecnh giao ti\u1ebfp gi\u1eefa c\u00e1c b\u00ean li\u00ean quan v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt v\u00e0 kinh doanh tr\u1edf n\u00ean su\u00f4n s\u1ebb h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f9y thu\u1ed9c v\u00e0o \u0111\u1ed1i t\u01b0\u1ee3ng d\u1ef1 \u0111\u1ecbnh v\u00e0 h\u1ec7 th\u1ed1ng \u0111ang th\u1ea3o lu\u1eadn, use case c\u00f3 th\u1ec3 chi ti\u1ebft ho\u1eb7c c\u01a1 b\u1ea3n h\u01a1n n\u1ebfu c\u1ea7n. T\u00e0i li\u1ec7u s\u1eed d\u1ee5ng ph\u1ea3i \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp v\u00e0 x\u00e1c \u0111\u1ecbnh m\u1ed9t s\u1ed1 th\u00e0nh ph\u1ea7n ch\u00ednh nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESystems – H\u1ec7 th\u1ed1ng: l\u00e0 s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 ho\u1eb7c ph\u1ea7n m\u1ec1m \u0111ang \u0111\u01b0\u1ee3c th\u1ea3o lu\u1eadn.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EActors – T\u00e1c nh\u00e2n: l\u00e0 ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c b\u1ea5t k\u1ef3 th\u1ee9 g\u00ec kh\u00e1c th\u1ec3 hi\u1ec7n h\u00e0nh vi khi t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng. T\u00e1c nh\u00e2n c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng kh\u00e1c, m\u1ed9t ph\u1ea7n c\u1ee9ng ho\u1eb7c to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c. C\u00f3 b\u1ed1n lo\u1ea1i t\u00e1c nh\u00e2n: h\u1ec7 th\u1ed1ng \u0111ang \u0111\u01b0\u1ee3c th\u1ea3o lu\u1eadn, t\u00e1c nh\u00e2n b\u00ean trong, t\u00e1c nh\u00e2n ch\u00ednh v\u00e0 t\u00e1c nh\u00e2n ph\u1ee5 (ph\u1ed5 bi\u1ebfn nh\u1ea5t l\u00e0 2 t\u00e1c nh\u00e2n cu\u1ed1i). T\u00e1c nh\u00e2n ch\u00ednh b\u1eaft \u0111\u1ea7u t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng, trong khi t\u00e1c nh\u00e2n ph\u1ee5 c\u00f3 th\u1ec3 cung c\u1ea5p d\u1ecbch v\u1ee5 cho h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScenario – K\u1ecbch b\u1ea3n: Trong “Applying UML and Patterns”, Larman l\u01b0u \u00fd r\u1eb1ng “k\u1ecbch b\u1ea3n l\u00e0 m\u1ed9t chu\u1ed7i h\u00e0nh \u0111\u1ed9ng v\u00e0 t\u01b0\u01a1ng t\u00e1c c\u1ee5 th\u1ec3 gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n v\u00e0 h\u1ec7 th\u1ed1ng \u0111ang \u0111\u01b0\u1ee3c th\u1ea3o lu\u1eadn; n\u00f3 c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 m\u1ed9t use case”.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUse case: ph\u00e1c th\u1ea3o c\u00e1c k\u1ecbch b\u1ea3n th\u00e0nh c\u00f4ng v\u00e0 th\u1ea5t b\u1ea1i c\u00f3 th\u1ec3 x\u1ea3y ra khi (c\u00e1c) t\u00e1c nh\u00e2n t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng. Trong ph\u1ea7n n\u00e0y, b\u1ea1n s\u1ebd thi\u1ebft l\u1eadp k\u1ecbch b\u1ea3n th\u00e0nh c\u00f4ng ch\u00ednh, t\u1ee9c l\u00e0 k\u1ebft qu\u1ea3 mong mu\u1ed1n nh\u1ea5t gi\u1eefa t\u00e1c nh\u00e2n v\u00e0 h\u1ec7 th\u1ed1ng. B\u1ea1n c\u0169ng s\u1ebd thi\u1ebft l\u1eadp c\u00e1c \u0111\u01b0\u1eddng d\u1eabn thay th\u1ebf \u0111\u1ec3 gi\u1ea3i th\u00edch \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra trong tr\u01b0\u1eddng h\u1ee3p c\u00f3 l\u1ed7i ho\u1eb7c sai s\u00f3t.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6844\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6844\" class=\"wp-image-6844 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3.jpg\" alt=\"H\u01b0\u1edbng d\u1eabn vi\u1ebft use case cho m\u1ed9t d\u1ef1 \u00e1n\" width=\"1600\" height=\"1129\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3.jpg 1600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3-300x212.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3-1024x723.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3-768x542.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3-1536x1084.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/\u003E\u003Cp id=\"caption-attachment-6844\" class=\"wp-caption-text\"\u003EH\u01b0\u1edbng d\u1eabn vi\u1ebft use case cho m\u1ed9t d\u1ef1 \u00e1n\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EV\u00ed d\u1ee5 \u0111\u01a1n gi\u1ea3n v\u1ec1 use case\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ea5y v\u00ed d\u1ee5 v\u1ec1 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng cho \u1ee9ng d\u1ee5ng giao \u0111\u1ed3 \u0103n: C\u00e1c c\u00e1 nh\u00e2n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng \u0111\u1ec3 \u0111\u1eb7t \u0111\u1ed3 \u0103n tr\u1ef1c ti\u1ebfp \u0111\u1ebfn nh\u00e0 h\u00e0ng. Khi ng\u01b0\u1eddi d\u00f9ng \u0111\u1eb7t h\u00e0ng, h\u1ecd s\u1ebd \u0111\u01b0\u1ee3c nh\u1eafc thanh to\u00e1n qua \u1ee9ng d\u1ee5ng ho\u1eb7c thanh to\u00e1n khi \u0111\u1ed3 \u0103n \u0111\u1ebfn. Sau khi \u0111i\u1ec1u \u0111\u00f3 \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn, nh\u00e0 h\u00e0ng s\u1ebd nh\u1eadn \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u th\u00f4ng qua h\u1ec7 th\u1ed1ng c\u1ee7a h\u1ecd. Sau \u0111\u00f3, th\u1ee9c \u0103n s\u1ebd \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb, \u0111\u00f3ng g\u00f3i v\u00e0 giao \u0111\u1ebfn t\u1eebng c\u00e1 nh\u00e2n. Trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y, \u1ee9ng d\u1ee5ng ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn \u0111\u01a1n \u0111\u1eb7t h\u00e0ng, x\u1eed l\u00fd thanh to\u00e1n v\u00e0 li\u00ean l\u1ea1c v\u1edbi nh\u00e0 h\u00e0ng b\u1eb1ng ph\u1ea7n m\u1ec1m \u0111i\u1ec7n t\u1eed.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESystems: \u1ee8ng d\u1ee5ng giao \u0111\u1ed3 \u0103n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMain actors: Kh\u00e1ch h\u00e0ng \u0111\u1eb7t \u0111\u1ed3 \u0103n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EScenario: Ng\u01b0\u1eddi d\u00f9ng t\u00ecm ki\u1ebfm nh\u00e0 h\u00e0ng mong mu\u1ed1n. Sau khi ch\u1ecdn \u0111\u01b0\u1ee3c nh\u00e0 h\u00e0ng \u01b0a th\u00edch, h\u1ecd s\u1ebd \u0111\u1eb7t h\u00e0ng th\u00f4ng qua \u1ee9ng d\u1ee5ng. Ng\u01b0\u1eddi d\u00f9ng thanh to\u00e1n tr\u1ef1c tuy\u1ebfn ho\u1eb7c x\u00e1c minh h\u1ecd s\u1ebd thanh to\u00e1n tr\u1ef1c ti\u1ebfp. \u0110\u01a1n h\u00e0ng \u0111\u01b0\u1ee3c g\u1eedi t\u1eeb \u1ee9ng d\u1ee5ng \u0111\u1ebfn h\u1ec7 th\u1ed1ng n\u1ed9i b\u1ed9 c\u1ee7a nh\u00e0 h\u00e0ng. Nh\u00e2n vi\u00ean nh\u00e0 h\u00e0ng nh\u1eadn v\u00e0 x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng \u0111i\u1ec7n t\u1eed.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUse case n\u00e0y minh h\u1ecda c\u00e1ch c\u1ea3 kh\u00e1ch h\u00e0ng v\u00e0 nh\u00e2n vi\u00ean nh\u00e0 h\u00e0ng (c\u00e1c t\u00e1c nh\u00e2n) t\u01b0\u01a1ng t\u00e1c v\u1edbi \u1ee9ng d\u1ee5ng giao \u0111\u1ed3 \u0103n (h\u1ec7 th\u1ed1ng) v\u00e0 k\u1ebft qu\u1ea3 mong \u0111\u1ee3i c\u1ee7a m\u1ed7i t\u01b0\u01a1ng t\u00e1c. \u0110i\u1ec1u n\u00e0y gi\u00fap ph\u00e1c th\u1ea3o m\u1ed9t template ho\u00e0n ch\u1ec9nh cho nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c mong \u0111\u1ee3i trong giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n. V\u00ed d\u1ee5: \u1ee9ng d\u1ee5ng n\u00e0y ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd thanh to\u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6845\" style=\"width: 636px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6845\" class=\"wp-image-6845 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5.png\" alt=\"C\u00e1c v\u00ed d\u1ee5 v\u1ec1 h\u1ec7 th\u1ed1ng t\u00ecm vi\u1ec7c use case\" width=\"626\" height=\"602\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5.png 626w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-300x288.png 300w\" sizes=\"(max-width: 626px) 100vw, 626px\" \/\u003E\u003Cp id=\"caption-attachment-6845\" class=\"wp-caption-text\"\u003EC\u00e1c v\u00ed d\u1ee5 v\u1ec1 h\u1ec7 th\u1ed1ng t\u00ecm vi\u1ec7c use case\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EUse case model l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 s\u1ef1 th\u1ec3 hi\u1ec7n tr\u1ef1c quan c\u00e1c t\u01b0\u01a1ng t\u00e1c gi\u1eefa t\u00e1c nh\u00e2n v\u00e0 h\u1ec7 th\u1ed1ng. Nh\u01b0 PMI c\u0169ng l\u01b0u \u00fd, c\u00e1c use case model m\u00f4 t\u1ea3 c\u00e1c quy tr\u00ecnh, gi\u00fap th\u1ec3 hi\u1ec7n r\u00f5 h\u01a1n c\u00e1c \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft v\u00e0 tr\u00ecnh k\u00edch ho\u1ea1t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00ean c\u1ea1nh \u0111\u00f3, th\u01b0\u1eddng \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng UML (Universal Modeling Language – Ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a ph\u1ed5 qu\u00e1t). Trong nh\u1eefng h\u00ecnh \u1ea3nh tr\u1ef1c quan n\u00e0y, c\u00f3 ba th\u00e0nh ph\u1ea7n ch\u00ednh: h\u1ec7 th\u1ed1ng, t\u00e1c nh\u00e2n v\u00e0 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u1ed9t h\u00ecnh ch\u1eef nh\u1eadt ho\u1eb7c “boundary box”. C\u00e1c t\u00e1c nh\u00e2n \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb d\u01b0\u1edbi d\u1ea1ng ng\u01b0\u1eddi d\u00ednh b\u00ean ngo\u00e0i h\u1ed9p ranh gi\u1edbi, trong khi c\u00e1c use case \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng v\u0103n b\u1ea3n trong h\u00ecnh b\u1ea7u d\u1ee5c b\u00ean trong h\u1ed9p. C\u00e1c \u0111\u01b0\u1eddng li\u1ec1n n\u00e9t v\u00e0 n\u00e9t \u0111\u1ee9t th\u1ec3 hi\u1ec7n s\u1ef1 li\u00ean k\u1ebft gi\u1eefa c\u00e1c t\u00e1c nh\u00e2n v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6846\" style=\"width: 819px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6846\" class=\"wp-image-6846 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 use case model\" width=\"809\" height=\"417\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1.png 809w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-300x155.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-768x396.png 768w\" sizes=\"(max-width: 809px) 100vw, 809px\" \/\u003E\u003Cp id=\"caption-attachment-6846\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 use case model\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003ES\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa use case model v\u00e0 use case diagram\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUse case diagram \u0111\u01a1n gi\u1ea3n l\u00e0 m\u1ed9t lo\u1ea1i use case model. Use case model diagram s\u1eed d\u1ee5ng v\u0103n b\u1ea3n v\u00e0 h\u00ecnh kh\u1ed1i \u0111\u1ec3 th\u1ec3 hi\u1ec7n m\u1ed1i quan h\u1ec7 gi\u1eefa ng\u01b0\u1eddi d\u00f9ng v\u00e0 h\u1ec7 th\u1ed1ng. V\u1ec1 c\u01a1 b\u1ea3n, c\u00e1c use case diagram \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1ef1c quan h\u00f3a flow v\u00e0 h\u00e0nh vi c\u1ee7a h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMinh h\u1ecda ch\u1ee9c n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ec3 hi\u1ec7n c\u00e1c t\u01b0\u01a1ng t\u00e1c ch\u00ednh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng h\u1ec7 th\u1ed1ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f9y thu\u1ed9c v\u00e0o h\u1ec7 th\u1ed1ng, s\u01a1 \u0111\u1ed3 use case model diagram c\u00f3 th\u1ec3 c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau, hi\u1ec3n th\u1ecb c\u00e1c li\u00ean k\u1ebft c\u01a1 b\u1ea3n ho\u1eb7c m\u1edf r\u1ed9ng \u0111\u1ec3 hi\u1ec3n th\u1ecb nhi\u1ec1u ngo\u1ea1i l\u1ec7.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6847\" style=\"width: 899px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6847\" class=\"wp-image-6847 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 use case diagram\" width=\"889\" height=\"740\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7.png 889w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-300x250.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-768x639.png 768w\" sizes=\"(max-width: 889px) 100vw, 889px\" \/\u003E\u003Cp id=\"caption-attachment-6847\" class=\"wp-caption-text\"\u003EV\u00ed d\u1ee5 v\u1ec1 use case diagram\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 ch\u00fang ta \u0111\u00e3 \u0111i s\u00e2u v\u00e0o chi ti\u1ebft use case l\u00e0 g\u00ec, c\u00e1ch ch\u00fang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u00e0 l\u1ee3i \u00edch c\u1ee7a ch\u00fang. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt nhanh v\u1ec1 th\u1ebf gi\u1edbi ph\u1ea7n m\u1ec1m v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. Tham kh\u1ea3o \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc business analyst\u003C\/strong\u003E\u003C\/a\u003E \u0111\u1ec3 trau d\u1ed3i th\u00eam ki\u1ebfn th\u1ee9c trong l\u0129nh v\u1ef1c c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: Hi\u1ec3u v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/lap-ke-hoach-kinh-doanh\/\"\u003El\u1eadp k\u1ebf ho\u1ea1ch kinh doanh\u003C\/a\u003E: t\u1ea7m quan tr\u1ecdng, c\u00e1c lo\u1ea1i v\u00e0 y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cdiv class=\"fullwidth-post blog-post main-list\"\u003E\n\u003Cdiv class=\"post-content\"\u003E\u003C\/div\u003E\n\u003C\/div\u003E\n","post_excerpt":"Use case l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m v\u00e0 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c \u0111\u1ec3 m\u00f4 t\u1ea3 c\u00e1ch s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau ho\u1eb7c nhi\u1ec7m v\u1ee5 c\u1ee5 th\u1ec3. H\u00e3y c\u00f9ng Cole t\u00ecm hi\u1ec3u t\u1ed5ng quan v\u1ec1 use case trong b\u00e0i vi\u1ebft […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-3-1.jpg"},{"ID":6825,"post_title":"Gi\u1ea3i \u0111\u00e1p: \u201cH\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng?\u201d","post_date":"29\/03\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ef1c t\u1ebf, \u003Ca href=\"https:\/\/cole.edu.vn\/hoc-machine-learning-co-kho-khong\"\u003E\u003Cstrong\u003Eh\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng\u003C\/strong\u003E\u003C\/a\u003E? Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n, machine learning \u0111\u01b0\u1ee3c coi l\u00e0 \u0111\u1ec9nh cao c\u1ee7a s\u1ef1 \u0111\u1ed5i m\u1edbi, th\u00fac \u0111\u1ea9y nh\u1eefng ti\u1ebfn b\u1ed9 v\u01b0\u1ee3t b\u1eadc trong c\u00e1c l\u0129nh v\u1ef1c, t\u1eeb ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe cho \u0111\u1ebfn t\u00e0i ch\u00ednh. B\u00e0i vi\u1ebft n\u00e0y c\u1ee7a Cole s\u1ebd \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 kh\u00f3 c\u1ee7a machine learning v\u00e0 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u cho nh\u1eefng ai mu\u1ed1n t\u00ecm hi\u1ec3u v\u1ec1 l\u0129nh v\u1ef1c h\u1ea5p d\u1eabn n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EMachine Learning l\u00e0 g\u00ec? H\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ecdc m\u00e1y l\u00e0 m\u1ed9t t\u1eadp con c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, t\u1eadp trung v\u00e0o ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh v\u00e0 thu\u1eadt to\u00e1n th\u1ed1ng k\u00ea cho ph\u00e9p m\u00e1y t\u00ednh th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 m\u00e0 kh\u00f4ng c\u1ea7n h\u01b0\u1edbng d\u1eabn r\u00f5 r\u00e0ng. V\u1ec1 c\u01a1 b\u1ea3n, ho\u1ea1t \u0111\u1ed9ng n\u00e0y li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u00e0o t\u1ea1o m\u00e1y m\u00f3c \u0111\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ho\u1eb7c quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. L\u0129nh v\u1ef1c \u0111\u1ea7y th\u00fa v\u1ecb n\u00e0y l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c y\u1ebfu t\u1ed1 khoa h\u1ecdc m\u00e1y t\u00ednh, th\u1ed1ng k\u00ea v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E \u003C\/p\u003E\n\u003Cdiv id=\"attachment_6826\" style=\"width: 1010px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6826\" class=\"wp-image-6826 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1.jpeg\" alt=\"T\u00ecm hi\u1ec3u v\u1ec1 machine learning\u00a0- h\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng\" width=\"1000\" height=\"612\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1.jpeg 1000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-300x184.jpeg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-768x470.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/\u003E\u003Cp id=\"caption-attachment-6826\" class=\"wp-caption-text\"\u003ET\u00ecm hi\u1ec3u v\u1ec1 machine learning\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng ph\u1ea3i c\u00e1 nh\u00e2n n\u00e0o c\u0169ng c\u00f3 th\u1ec3 ti\u1ebfp nh\u1eadn c\u00e1c ki\u1ebfn th\u1ee9c r\u1ed9ng l\u1edbn c\u1ee7a machine learning. N\u00f3 k\u1ebft h\u1ee3p c\u00e1c kh\u00e1i ni\u1ec7m to\u00e1n h\u1ecdc ph\u1ee9c t\u1ea1p, k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh v\u00e0 hi\u1ec3u bi\u1ebft v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 l\u00e0 th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u. Tuy nhi\u00ean, b\u1ea1n c\u00f3 th\u1ec3 th\u00e0nh th\u1ea1o machine learning n\u1ebfu c\u00f3 s\u1ef1 n\u1ed7 l\u1ef1c v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn \u0111\u00fang \u0111\u1eafn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c y\u1ebfu t\u1ed1 th\u00e1ch th\u1ee9c qu\u00e1 tr\u00ecnh chinh ph\u1ee5c machine learning c\u1ee7a b\u1ea1n\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMachine learning l\u00e0 th\u1ebf gi\u1edbi r\u1ed9ng l\u1edbn, ch\u1eafc ch\u1eafn b\u1ea1n s\u1ebd g\u1eb7p nhi\u1ec1u tr\u1edf ng\u1ea1i khi ti\u1ebfp c\u1eadn l\u0129nh v\u1ef1c n\u00e0y. M\u1ed9t s\u1ed1 nh\u00e2n t\u1ed1 c\u00f3 th\u1ec3 khi\u1ebfn qu\u00e1 tr\u00ecnh h\u1ecdc machine learning c\u1ee7a b\u1ea1n tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n ph\u1ea3i k\u1ec3 \u0111\u1ebfn:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003ETo\u00e1n cao c\u1ea5p:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E machine learning ch\u1ee7 y\u1ebfu d\u1ef1a v\u00e0o c\u00e1c kh\u00e1i ni\u1ec7m to\u00e1n h\u1ecdc ph\u1ee9c t\u1ea1p nh\u01b0 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, ph\u00e9p t\u00ednh, x\u00e1c su\u1ea5t v\u00e0 th\u1ed1ng k\u00ea. Bi\u1ebft v\u00e0 hi\u1ec3u v\u1ec1 c\u00e1c thu\u1eadt ng\u1eef n\u00e0y r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 n\u1eafm b\u1eaft c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c thu\u1eadt to\u00e1n machine learning v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n m\u1edbi.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EK\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh n\u00e2ng cao:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E machine learning li\u00ean quan \u0111\u1ebfn vi\u1ec7c l\u1eadp tr\u00ecnh b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef nh\u01b0 Python, R ho\u1eb7c Java. Th\u00e0nh th\u1ea1o v\u1ec1 m\u00e3 h\u00f3a, hi\u1ec3u c\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 t\u01b0 duy thu\u1eadt to\u00e1n l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. \u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3 \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi m\u1edbi l\u00e0m quen v\u1edbi l\u1eadp tr\u00ecnh ho\u1eb7c \u0111\u1ebfn t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng l\u1eadp tr\u00ecnh kh\u00e1c nhau.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EX\u1eed l\u00fd v\u00e0 ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E m\u1ed9t ph\u1ea7n quan tr\u1ecdng c\u1ee7a machine learning li\u00ean quan \u0111\u1ebfn vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u – thu th\u1eadp, l\u00e0m s\u1ea1ch v\u00e0 x\u1eed l\u00fd tr\u01b0\u1edbc d\u1eef li\u1ec7u. Vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u b\u1ecb thi\u1ebfu v\u00e0 c\u00e1c d\u1eef li\u1ec7u ngo\u1ea1i l\u1ec7 c\u0169ng nh\u01b0 l\u00e0m cho d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c m\u00f4 h\u00ecnh machine learning c\u00f3 th\u1ec3 ph\u1ee9c t\u1ea1p v\u00e0 m\u1ea5t nhi\u1ec1u th\u1eddi gian.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EC\u00e1c thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p: \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ec\u00f3 r\u1ea5t nhi\u1ec1u thu\u1eadt to\u00e1n trong h\u1ecdc m\u00e1y, m\u1ed7i thu\u1eadt to\u00e1n \u0111\u1ec1u c\u00f3 \u0111i\u1ec3m m\u1ea1nh, \u0111i\u1ec3m y\u1ebfu trong t\u1eebng tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3. \u0110\u1ec3 hi\u1ec3u thu\u1eadt to\u00e1n n\u00e0o s\u1ebd s\u1eed d\u1ee5ng trong t\u00ecnh hu\u1ed1ng nh\u1ea5t \u0111\u1ecbnh v\u00e0 c\u00e1ch tri\u1ec3n khai n\u00f3 m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c \u0111\u00f2i h\u1ecfi ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 kinh nghi\u1ec7m s\u00e2u s\u1eafc.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cdiv id=\"attachment_6827\" style=\"width: 1162px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6827\" class=\"wp-image-6827 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-2.png\" alt=\"Machine learning bao g\u1ed3m nhi\u1ec1u thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p\" width=\"1152\" height=\"648\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-2.png 1152w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-2-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-2-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-2-768x432.png 768w\" sizes=\"(max-width: 1152px) 100vw, 1152px\" \/\u003E\u003Cp id=\"caption-attachment-6827\" class=\"wp-caption-text\"\u003EMachine learning bao g\u1ed3m nhi\u1ec1u thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p\u003C\/p\u003E\u003C\/div\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EL\u1ef1a ch\u1ecdn v\u00e0 \u0111i\u1ec1u ch\u1ec9nh m\u00f4 h\u00ecnh:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ch\u1ecdn m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p cho m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c tham s\u1ed1 c\u1ee7a n\u00f3 \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u su\u1ea5t t\u1ed1i \u01b0u l\u00e0 nh\u1eefng k\u1ef9 n\u0103ng th\u01b0\u1eddng \u0111i k\u00e8m v\u1edbi kinh nghi\u1ec7m theo th\u1eddi gian. B\u1ea1n s\u1ebd kh\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh n\u00e0y n\u1ebfu kh\u00f4ng th\u1eed v\u00e0 l\u00e0m sai nhi\u1ec1u l\u1ea7n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003ES\u1ef1 qu\u00e1 kh\u1edbp (Overfitting) v\u00e0 kh\u1ea3 n\u0103ng kh\u00e1i qu\u00e1t h\u00f3a:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E hi\u1ec3u c\u00e1c kh\u00e1i ni\u1ec7m v\u1ec1 s\u1ef1 qu\u00e1 kh\u1edbp v\u00e0 underfitting c\u0169ng nh\u01b0 c\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng kh\u00e1i qu\u00e1t h\u00f3a t\u1ed1t cho d\u1eef li\u1ec7u m\u1edbi, ch\u01b0a \u0111\u01b0\u1ee3c nh\u00ecn th\u1ea5y l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c chung trong machine learning.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003ETheo k\u1ecbp nh\u1eefng ti\u1ebfn b\u1ed9 nhanh ch\u00f3ng:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u0129nh v\u1ef1c machine learning \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng v\u1edbi c\u00e1c k\u1ef9 thu\u1eadt, c\u00f4ng c\u1ee5 v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p m\u1edbi \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u v\u00e0 c\u1eadp nh\u1eadt, \u0111\u00f2i h\u1ecfi ph\u1ea3i h\u1ecdc h\u1ecfi v\u00e0 th\u00edch \u1ee9ng li\u00ean t\u1ee5c.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EKi\u1ebfn th\u1ee9c l\u00fd thuy\u1ebft v\u00e0 th\u1ef1c ti\u1ec5n:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E vi\u1ec7c thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa ki\u1ebfn \u200b\u200bth\u1ee9c l\u00fd thuy\u1ebft v\u00e0 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c. D\u1eef li\u1ec7u v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ebf gi\u1edbi th\u1ef1c th\u01b0\u1eddng l\u1ed9n x\u1ed9n v\u00e0 ph\u1ee9c t\u1ea1p h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c v\u00ed d\u1ee5 trong s\u00e1ch gi\u00e1o khoa.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EB\u1ea3n ch\u1ea5t li\u00ean ng\u00e0nh:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E machine learning v\u1ed1n c\u00f3 t\u00ednh li\u00ean ng\u00e0nh, k\u1ebft h\u1ee3p c\u00e1c y\u1ebfu t\u1ed1 khoa h\u1ecdc m\u00e1y t\u00ednh, th\u1ed1ng k\u00ea v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c v\u1ec1 l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi h\u1ecdc c\u00f3 kh\u1ea3 n\u0103ng nghi\u00ean c\u1ee9u t\u1ed5ng qu\u00e1t.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EGi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 t\u01b0 duy ph\u1ea3n bi\u1ec7n:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 machine learning th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o v\u00e0 t\u01b0 duy ph\u1ea3n bi\u1ec7n. Vi\u1ec7c ph\u00e1t tri\u1ec3n nh\u1eefng k\u1ef9 n\u0103ng n\u00e0y c\u1ea7n c\u00f3 th\u1eddi gian v\u00e0 th\u1ef1c h\u00e0nh.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EM\u1ea5t bao nhi\u00eau th\u1eddi gian \u0111\u1ec3 h\u1ecdc machine learning\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c l\u1ea5y b\u1eb1ng c\u1eed nh\u00e2n v\u1ec1 machine learning th\u01b0\u1eddng k\u00e9o d\u00e0i b\u1ed1n n\u0103m v\u00e0 nhi\u1ec1u tr\u01b0\u1eddng cao \u0111\u1eb3ng v\u00e0 \u0111\u1ea1i h\u1ecdc M\u1ef9 cung c\u1ea5p c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh C\u1eed nh\u00e2n Khoa h\u1ecdc to\u00e0n di\u1ec7n v\u1ec1 l\u0129nh v\u1ef1c n\u00e0y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ecdc chuy\u1ec3n ti\u1ebfp l\u00ean b\u1eb1ng th\u1ea1c s\u0129 th\u01b0\u1eddng k\u00e9o d\u00e0i th\u00eam hai n\u0103m, nh\u1eefng c\u00e1 nh\u00e2n c\u00f3 tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n ch\u00ednh quy tr\u01b0\u1edbc \u0111\u00f3 v\u1ec1 machine learning, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, khoa h\u1ecdc d\u1eef li\u1ec7u, khoa h\u1ecdc m\u00e1y t\u00ednh ho\u1eb7c to\u00e1n h\u1ecdc c\u00f3 th\u1ec3 ch\u1ecdn c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh ch\u1ee9ng ch\u1ec9 ng\u1eafn h\u01a1n \u0111\u1ec3 b\u1eaft \u0111\u1ea7u qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6828\" style=\"width: 1630px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6828\" class=\"wp-image-6828 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1.jpg\" alt=\"H\u1ecdc machine learning c\u1ea7n nhi\u1ec1u th\u1eddi gian h\u01a1n b\u1ea1n ngh\u0129\" width=\"1620\" height=\"1080\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1.jpg 1620w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-768x512.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-1-1536x1024.jpg 1536w\" sizes=\"(max-width: 1620px) 100vw, 1620px\" \/\u003E\u003Cp id=\"caption-attachment-6828\" class=\"wp-caption-text\"\u003EH\u1ecdc machine learning c\u1ea7n nhi\u1ec1u th\u1eddi gian h\u01a1n b\u1ea1n ngh\u0129\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u, vi\u1ec7c hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 ch\u1ee7 \u0111\u1ec1 n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i \u0111\u0103ng k\u00fd c\u00e1c kh\u00f3a h\u1ecdc m\u1edf r\u1ed9ng, c\u00f3 th\u1eddi gian \u01b0\u1edbc t\u00ednh t\u1eeb 6 \u0111\u1ebfn 18 th\u00e1ng. N\u1ebfu b\u1ea1n \u0111ang d\u1ef1 t\u00ednh h\u1ecdc machine learning m\u1ed9t c\u00e1ch ch\u0103m ch\u1ec9 th\u00ec vi\u1ec7c theo \u0111u\u1ed5i b\u1eb1ng c\u1eed nh\u00e2n ho\u1eb7c th\u1ea1c s\u0129 hay b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh c\u1ea5p ch\u1ee9ng ch\u1ec9 s\u1ebd t\u00f9y thu\u1ed9c v\u00e0o ki\u1ebfn \u200b\u200bth\u1ee9c n\u1ec1n c\u1ee7a b\u1ea1n v\u00e0 m\u1ee9c \u0111\u1ed9 chuy\u00ean s\u00e2u b\u1ea1n mu\u1ed1n chinh ph\u1ee5c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EG\u1ee3i \u00fd c\u00e1ch b\u1eaft \u0111\u1ea7u h\u1ecdc machine learning cho ng\u01b0\u1eddi m\u1edbi\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThay v\u00ec b\u0103n kho\u0103n h\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng, h\u00e3y c\u00e2n nh\u1eafc v\u00e0 c\u0103n c\u1ee9 v\u00e0o c\u00e1c y\u1ebfu t\u1ed1 d\u01b0\u1edbi \u0111\u00e2y \u0111\u1ec3 b\u1eaft \u0111\u1ea7u:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBackground v\u1ec1 to\u00e1n v\u00e0 l\u1eadp tr\u00ecnh\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n \u0111\u00e3 c\u00f3 n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 to\u00e1n h\u1ecdc (\u0111\u1eb7c bi\u1ec7t l\u00e0 th\u1ed1ng k\u00ea, x\u00e1c su\u1ea5t v\u00e0 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh) v\u00e0 l\u1eadp tr\u00ecnh (c\u00e1c ng\u00f4n ng\u1eef nh\u01b0 Python ho\u1eb7c R), b\u1ea1n c\u00f3 th\u1ec3 n\u1eafm b\u1eaft c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u1ec1 machine learning trong v\u00f2ng v\u00e0i th\u00e1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u1ea7u, c\u00f3 th\u1ec3 m\u1ea5t m\u1ed9t n\u0103m ho\u1eb7c h\u01a1n \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 c\u00e1c k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh v\u00e0 to\u00e1n h\u1ecdc c\u1ea7n thi\u1ebft tr\u01b0\u1edbc khi \u0111i s\u00e2u v\u00e0o machine learning.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6829\" style=\"width: 2570px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6829\" class=\"wp-image-6829 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1.jpg\" alt=\"Machine learning c\u1ea7n n\u1ec1n t\u1ea3ng v\u1ec1 to\u00e1n v\u1eefng ch\u1eafc - h\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng\" width=\"2560\" height=\"1707\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1.jpg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1-768x512.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1-1536x1024.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1-2048x1366.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003Cp id=\"caption-attachment-6829\" class=\"wp-caption-text\"\u003EMachine learning c\u1ea7n n\u1ec1n t\u1ea3ng v\u1ec1 to\u00e1n v\u1eefng ch\u1eafc\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00e0i nguy\u00ean v\u00e0 ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u0103ng k\u00fd m\u1ed9t kh\u00f3a h\u1ecdc c\u00f3 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n c\u00f3 th\u1ec3 mang l\u1ea1i tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp h\u1ee3p l\u00fd h\u01a1n. C\u00e1c ch\u01b0\u01a1ng tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 k\u00e9o d\u00e0i t\u1eeb v\u00e0i th\u00e1ng \u0111\u1ebfn m\u1ed9t n\u0103m. N\u1ebfu b\u1ea1n \u0111ang t\u1ef1 h\u1ecdc th\u00f4ng qua c\u00e1c t\u00e0i nguy\u00ean, s\u00e1ch v\u00e0 h\u01b0\u1edbng d\u1eabn online, l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp c\u00f3 th\u1ec3 tr\u1edf n\u00ean gian nan khi h\u00e0nh tr\u00ecnh h\u1ecdc k\u00e9o d\u00e0i h\u01a1n nh\u01b0ng c\u0169ng mang l\u1ea1i s\u1ef1 linh ho\u1ea1t v\u00e0 \u0111a d\u1ea1ng cho ng\u01b0\u1eddi h\u1ecdc.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6830\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6830\" class=\"wp-image-6830 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1.jpg\" alt=\"Ng\u00e0y nay \u0111\u00e3 c\u00f3 r\u1ea5t nhi\u1ec1u ngu\u1ed3n h\u1ecdc machine learning\" width=\"1600\" height=\"900\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1.jpg 1600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-768x432.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1-1536x864.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/\u003E\u003Cp id=\"caption-attachment-6830\" class=\"wp-caption-text\"\u003ENg\u00e0y nay \u0111\u00e3 c\u00f3 r\u1ea5t nhi\u1ec1u ngu\u1ed3n h\u1ecdc machine learning\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ECam k\u1ebft v\u1ec1 th\u1eddi gian\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 ti\u1ebfn b\u1ed9 nhanh h\u01a1n n\u1ebfu b\u1ea1n c\u00f3 th\u1ec3 d\u00e0nh to\u00e0n b\u1ed9 th\u1eddi gian cho vi\u1ec7c h\u1ecdc machine learning. Nh\u1eefng ng\u01b0\u1eddi h\u1ecdc fulltime c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c tr\u00ecnh \u0111\u1ed9 th\u00e0nh th\u1ea1o ch\u1ec9 trong v\u00f2ng 6-12 th\u00e1ng. \u0110\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u1ea7n c\u00e2n b\u1eb1ng gi\u1eefa vi\u1ec7c h\u1ecdc v\u1edbi c\u00e1c tr\u00e1ch nhi\u1ec7m kh\u00e1c nh\u01b0 c\u00f4ng vi\u1ec7c, qu\u00e1 tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 m\u1ea5t nhi\u1ec1u th\u1eddi gian h\u01a1n, c\u00f3 th\u1ec3 t\u1eeb 1-2 n\u0103m ho\u1eb7c h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6831\" style=\"width: 1930px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6831\" class=\"wp-image-6831 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1.jpg\" alt=\"H\u1ecdc machine learning c\u1ea7n c\u00f3 timeline c\u1ee5 th\u1ec3 - H\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1.jpg 1920w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-768x432.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-1-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/\u003E\u003Cp id=\"caption-attachment-6831\" class=\"wp-caption-text\"\u003EH\u1ecdc machine learning c\u1ea7n c\u00f3 timeline c\u1ee5 th\u1ec3\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ELu\u00f4n lu\u00f4n th\u1ef1c h\u00e0nh nghi\u00eam t\u00fac\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ebf gi\u1edbi th\u1ef1c l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 hi\u1ec3u v\u1ec1 machine learning. Th\u1ef1c h\u00e0nh th\u01b0\u1eddng xuy\u00ean m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n c\u00f3 th\u1ec3 r\u00fat ng\u1eafn th\u1eddi gian c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u00e0nh th\u1ea1o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6832\" style=\"width: 810px\" class=\"wp-caption aligncenter\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6832\" class=\"wp-image-6832 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7.jpg\" alt=\"C\u1ea7n k\u1ebft h\u1ee3p l\u00fd thuy\u1ebft v\u00e0 th\u1ef1c h\u00e0nh khi h\u1ecdc machine learning\" width=\"800\" height=\"461\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-300x173.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-768x443.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003Cp id=\"caption-attachment-6832\" class=\"wp-caption-text\"\u003EC\u1ea7n k\u1ebft h\u1ee3p l\u00fd thuy\u1ebft v\u00e0 th\u1ef1c h\u00e0nh khi h\u1ecdc machine learning\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMachine learning l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng. Ngay c\u1ea3 sau khi n\u1eafm \u0111\u01b0\u1ee3c c\u00e1c nguy\u00ean t\u1eafc c\u01a1 b\u1ea3n, vi\u1ec7c li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi v\u00e0 c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng v\u00e0 k\u1ef9 thu\u1eadt m\u1edbi nh\u1ea5t l\u00e0 c\u1ea7n thi\u1ebft. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c tin t\u1ee9c h\u1eefu \u00edch v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc machine learning\u003C\/strong\u003E\u003C\/a\u003E v\u00e0 c\u00e1c kh\u00f3a h\u1ecdc d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: Ng\u00e0nh \u003Ca href=\"https:\/\/cole.edu.vn\/robot-tri-tue-nhan-tao-ai\/\"\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/a\u003E: C\u00e1c Robot AI ph\u1ed5 bi\u1ebfn tr\u00ean th\u1ebf gi\u1edbi\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cdiv class=\"fullwidth-post blog-post main-list\"\u003E\n\u003Cdiv class=\"post-content\"\u003E\u003C\/div\u003E\n\u003C\/div\u003E\n","post_excerpt":"Th\u1ef1c t\u1ebf, h\u1ecdc machine learning c\u00f3 kh\u00f3 kh\u00f4ng? Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n, machine learning \u0111\u01b0\u1ee3c coi l\u00e0 \u0111\u1ec9nh cao c\u1ee7a s\u1ef1 \u0111\u1ed5i m\u1edbi, th\u00fac \u0111\u1ea9y nh\u1eefng ti\u1ebfn b\u1ed9 v\u01b0\u1ee3t b\u1eadc trong c\u00e1c l\u0129nh v\u1ef1c, t\u1eeb ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe cho \u0111\u1ebfn t\u00e0i ch\u00ednh. B\u00e0i vi\u1ebft n\u00e0y c\u1ee7a Cole s\u1ebd \u0111\u00e1nh […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-2.jpg"},{"ID":6803,"post_title":"T\u1ed5ng quan v\u1ec1 ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o – K\u1ef9 n\u0103ng & Vai tr\u00f2","post_date":"28\/03\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/nghe-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noopener\"\u003E\u003Cstrong\u003ENgh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/strong\u003E\u003C\/a\u003E l\u00e0 m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c h\u1ea5p d\u1eabn c\u00e1c b\u1ea1n tr\u1ebb trong th\u1eddi k\u1ef3 c\u00f4ng ngh\u1ec7 s\u1ed1 ph\u00e1t tri\u1ec3n nh\u01b0 ng\u00e0y nay. Trong khi m\u1ed9t s\u1ed1 ng\u01b0\u1eddi ch\u1ec9 \u0111\u01a1n thu\u1ea7n b\u1ecb \u1ea5n t\u01b0\u1ee3ng b\u1edfi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a AI, nh\u1eefng ng\u01b0\u1eddi kh\u00e1c l\u1ea1i coi \u0111\u00e2y l\u00e0 c\u01a1 h\u1ed9i t\u1ed1t \u0111\u1ec3 ph\u00e1t tri\u1ec3n ngh\u1ec1 nghi\u1ec7p. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole s\u1ebd gi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 vai tr\u00f2 v\u00e0 c\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft c\u1ee7a AI Engineers.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EArtificial Intelligence Engineer – k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 ai?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EArtificial Intelligence – Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cung c\u1ea5p cho m\u00e1y m\u00f3c kh\u1ea3 n\u0103ng th\u1ec3 hi\u1ec7n tr\u00ed th\u00f4ng minh b\u1eaft ch\u01b0\u1edbc con ng\u01b0\u1eddi. C\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn AI v\u00e0 Machine Learning \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi m\u1ed9t s\u1ed1 c\u00e1 nh\u00e2n \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh g\u1ecdi l\u00e0 K\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o –\u00a0 Artificial Intelligence Engineers.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI Engineers l\u00e0 ng\u01b0\u1eddi n\u1eafm gi\u1eef ki\u1ebfn \u200b\u200bth\u1ee9c, k\u1ef9 n\u0103ng v\u00e0 kinh nghi\u1ec7m th\u1ef1c h\u00e0nh trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m, khoa h\u1ecdc d\u1eef li\u1ec7u, x\u1eed l\u00fd d\u1eef li\u1ec7u, l\u1eadp tr\u00ecnh,… Vai tr\u00f2 k\u1ef9 s\u01b0 AI y\u00eau c\u1ea7u s\u1eed d\u1ee5ng m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 quy tr\u00ecnh ti\u00ean ti\u1ebfn \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 th\u1ef1c hi\u1ec7n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch quan \u0111i\u1ec3m\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn d\u1ea1ng ho\u1eb7c nh\u1eadn th\u1ee9c tr\u1ef1c quan\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ecbch thu\u1eadt v\u00e0 h\u01a1n th\u1ebf n\u1eefa\u2026\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 s\u01b0 AI kh\u1edfi t\u1ea1o, tri\u1ec3n khai, x\u00e1c minh v\u00e0 duy tr\u00ec c\u00e1c \u1ee9ng d\u1ee5ng trong h\u1ec7 th\u1ed1ng AI c\u1ee7a t\u1ed5 ch\u1ee9c. C\u00e1c k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111i\u1ec1u h\u00e0nh c\u00e1c n\u1ec1n t\u1ea3ng ph\u1ed5 bi\u1ebfn nh\u01b0 Netflix, YouTube, Spotify,…\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6809\" style=\"width: 1510px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6809\" class=\"size-full wp-image-6809\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1.jpg\" alt=\"Ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ea5p d\u1eabn c\u00e1c b\u1ea1n tr\u1ebb trong l\u0129nh v\u1ef1c IT \" width=\"1500\" height=\"680\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1.jpg 1500w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-300x136.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1024x464.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-768x348.jpg 768w\" sizes=\"(max-width: 1500px) 100vw, 1500px\" \/\u003E\u003Cp id=\"caption-attachment-6809\" class=\"wp-caption-text\"\u003ENgh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ea5p d\u1eabn c\u00e1c b\u1ea1n tr\u1ebb trong l\u0129nh v\u1ef1c IT\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EArtificial Intelligence Engineer c\u1ea7n ch\u1ecbu tr\u00e1ch nhi\u1ec7m g\u00ec trong c\u00f4ng vi\u1ec7c?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EArtificial Intelligence Engineer c\u00f3 vai tr\u00f2 \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. M\u1ed9t s\u1ed1 vai tr\u00f2 n\u1ed5i b\u1eadt c\u1ee7a m\u1ed9t k\u1ef9 s\u01b0 AI ph\u1ea3i k\u1ec3 \u0111\u1ebfn nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e1t tri\u1ec3n v\u00e0 th\u1ef1c hi\u1ec7n chi\u1ebfn l\u01b0\u1ee3c\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00e1ch nhi\u1ec7m c\u1ee7a k\u1ef9 s\u01b0 AI bao g\u1ed3m hi\u1ec3u r\u00f5 m\u1ee5c ti\u00eau kinh doanh v\u00e0 s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh nh\u1eb1m ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c. H\u1ecd c\u0169ng c\u1ea7n \u0111\u1ea3m b\u1ea3o t\u1ed1i \u01b0u h\u00f3a k\u1ecbp th\u1eddi v\u00e0 b\u1ea3o tr\u00ec \u0111\u00fang l\u00fac, \u0111\u00fang c\u00e1ch c\u00e1c quy tr\u00ecnh AI.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EX\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng khoa h\u1ecdc d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a AI Engineers lu\u00f4n c\u00f3 ph\u00e1t tri\u1ec3n v\u00e0 duy tr\u00ec database (c\u01a1 s\u1edf d\u1eef li\u1ec7u), data warehouse (kho d\u1eef li\u1ec7u) v\u00e0 data lakes (h\u1ed3 d\u1eef li\u1ec7u). N\u00f3 c\u0169ng s\u1ebd bao g\u1ed3m vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng nh\u01b0 ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u, l\u00e0m s\u1ea1ch v\u00e0 c\u00e1c t\u00e1c v\u1ee5 t\u01b0\u01a1ng t\u1ef1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ES\u1ea3n xu\u1ea5t AI Networks\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVai tr\u00f2 v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o bao g\u1ed3m chuy\u1ec3n \u0111\u1ed5i c\u00e1c m\u00f4 h\u00ecnh ML t\u1eeb m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u v\u00e0o h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t. Vi\u1ec7c s\u1ea3n xu\u1ea5t AI networks mang l\u1ea1i c\u00e1c k\u1ebft qu\u1ea3 quan tr\u1ecdng nh\u01b0 ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng trong chu\u1ed7i th\u1eddi gian, t\u01b0\u01a1ng quan s\u1ef1 ki\u1ec7n v\u00e0 d\u1ef1 \u0111o\u00e1n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6808\" style=\"width: 860px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6808\" class=\"size-full wp-image-6808\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2.png\" alt=\"\" width=\"850\" height=\"605\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2.png 850w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-300x214.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-768x547.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/\u003E\u003Cp id=\"caption-attachment-6808\" class=\"wp-caption-text\"\u003EThi\u1ebft l\u1eadp AI networks\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EThi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai thu\u1eadt to\u00e1n machine learning\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a vai tr\u00f2 k\u1ef9 s\u01b0 AI, vi\u1ec7c thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai \u0111\u00f2i h\u1ecfi ph\u1ea3i x\u1eed l\u00fd c\u00e1c b\u1ed9 d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c thu\u1eadt to\u00e1n. N\u00f3 c\u00f2n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u00ecm hi\u1ec3u v\u00e0 \u0111\u00e0o t\u1ea1o AI cho c\u00e1c nhi\u1ec7m v\u1ee5 li\u00ean quan \u0111\u1ebfn nh\u1eadn th\u1ee9c v\u00e0 sau \u0111\u00f3 tri\u1ec3n khai \u0111\u1ec3 ph\u1ee5c v\u1ee5 cho c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e1t tri\u1ec3n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng ph\u1ee5c v\u1ee5 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ch\u1ee7 y\u1ebfu l\u00e0m v\u1ec1 c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u, l\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u0169ng nh\u01b0 ph\u00e1t tri\u1ec3n c\u00e1c khung x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 Machine Learning. N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c x\u1eed l\u00fd c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ngo\u1ea1i l\u1ec7, c\u00e1c gi\u00e1 tr\u1ecb b\u1ecb thi\u1ebfu v\u00e0 s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Machine Learning\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c k\u1ef9 s\u01b0 AI t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh b\u1eb1ng c\u00e1ch t\u1ed1i \u01b0u h\u00f3a si\u00eau tham s\u1ed1, l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh v\u00e0 t\u00ednh n\u0103ng c\u0169ng nh\u01b0 x\u1eed l\u00fd tr\u01b0\u1edbc d\u1eef li\u1ec7u th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc chuy\u1ec3n giao v\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc. H\u1ecd c\u0169ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh m\u1eabu, ph\u00e2n t\u00edch t\u1eadp d\u1eef li\u1ec7u l\u1edbn, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6807\" style=\"width: 860px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6807\" class=\"size-full wp-image-6807\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3.jpg\" alt=\"\" width=\"850\" height=\"496\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3.jpg 850w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-300x175.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-768x448.jpg 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/\u003E\u003Cp id=\"caption-attachment-6807\" class=\"wp-caption-text\"\u003ET\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Machine Learning\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EThu th\u1eadp v\u00e0 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u li\u00ean quan\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong s\u1ed1 c\u00e1c tr\u00e1ch nhi\u1ec7m c\u1ee7a k\u1ef9 s\u01b0 AI, c\u00e1c chuy\u00ean gia s\u1ebd c\u1ea7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u – data analysis. \u0110i\u1ec1u n\u00e0y c\u0169ng li\u00ean quan \u0111\u1ebfn data handling and processing. V\u1ec1 ph\u1ea7n di\u1ec5n gi\u1ea3i, b\u1ea3n m\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd bao g\u1ed3m c\u00e1c k\u1ef9 n\u0103ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c \u0111\u1ec3 \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh AI.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETri\u1ec3n khai ph\u1ea7n m\u1ec1m trong s\u1ea3n xu\u1ea5t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c tri\u1ec3n khai y\u00eau c\u1ea7u t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ho\u1eb7c ph\u1ea7n m\u1ec1m v\u00e0o quy tr\u00ecnh kinh doanh. C\u00e1c k\u1ef9 s\u01b0 AI s\u1ebd x\u00e1c minh ch\u1ee9c n\u0103ng \u1edf t\u1eebng kh\u00eda c\u1ea1nh c\u00f9ng v\u1edbi kh\u1ea3 n\u0103ng t\u1ea1o ra k\u1ebft qu\u1ea3 hi\u1ec7u qu\u1ea3 th\u00f4ng qua d\u1eef li\u1ec7u real-time. Qu\u00e1 tr\u00ecnh tri\u1ec3n khai th\u01b0\u1eddng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Docker, Kubernetes, AWS Lamba v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ES\u1eed d\u1ee5ng AI \u0111\u1ec3 trao quy\u1ec1n cho t\u1ed5 ch\u1ee9c\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c k\u1ef9 s\u01b0 AI \u0111\u00f3ng g\u00f3p s\u1ee9c m\u1ea1nh c\u1ee7a AI v\u00e0o s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a t\u1ed5 ch\u1ee9c b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng AI cho:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3i t\u00edch\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn di\u1ec7n m\u1eabu\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u1ea3n tr\u1ecb r\u1ee7i ro\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThu th\u1eadp insight h\u1eefu \u00edch, hi\u1ec7u qu\u1ea3\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6806\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-1.png\" alt=\"\" width=\"1200\" height=\"680\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-1.png 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-1-300x170.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-1-1024x580.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-1-768x435.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi kh\u00f3 trong kinh doanh b\u1eb1ng ph\u1ea7n m\u1ec1m AI\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nhi\u1ec1u th\u00e1ch th\u1ee9c \u0111\u1ed5i m\u1edbi \u0111\u00f2i h\u1ecfi c\u00e1c gi\u1ea3i ph\u00e1p v\u01b0\u1ee3t tr\u1ed9i. C\u00e1c k\u1ef9 s\u01b0 AI s\u1eed d\u1ee5ng AI \u0111\u1ec3 \u0111\u00f3ng g\u00f3p c\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 cao trong th\u1eddi gian ng\u1eafn h\u01a1n. H\u01a1n n\u1eefa, h\u1ecd c\u0169ng c\u00f3 th\u1ec3 r\u00fat ra nh\u1eefng insights m\u1edbi t\u1eeb AI th\u00f4ng qua c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc \u0111\u01b0\u1ee3c th\u00f4ng qua k\u1ef9 thu\u1eadt prompt.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh h\u00f3a d\u1eef li\u1ec7u – Data Modelling\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o bao g\u1ed3m y\u00eau c\u1ea7u v\u1ec1 kh\u1ea3 n\u0103ng m\u00f4 h\u00ecnh h\u00f3a d\u1eef li\u1ec7u. \u0110\u1ec3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5, c\u00e1c k\u1ef9 s\u01b0 AI s\u1ebd ph\u00e1t tri\u1ec3n v\u00e0 x\u00e1c minh c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u1ed9c \u0111\u00e1o. Ch\u00fang s\u1ebd \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u00f4ng qua l\u1ec7nh g\u1ecdi API ho\u1eb7c th\u00f4ng qua m\u00e3 nh\u00fang \u0111\u1ec3 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EQu\u1ea3n l\u00fd v\u00e0 th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t nhi\u1ec7m v\u1ee5 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c k\u1ef9 s\u01b0 AI l\u00e0 qu\u1ea3n l\u00fd v\u00e0 th\u1ef1c hi\u1ec7n nhi\u1ec1u d\u1ef1 \u00e1n c\u00f9ng m\u1ed9t l\u00fac. H\u1ecd c\u0169ng c\u00f3 th\u1ec3 tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n li\u00ean ng\u00e0nh, thi\u1ebft k\u1ebf, ph\u00e1t tri\u1ec3n v\u00e0 b\u1ea3o tr\u00ec c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean AI trong khi x\u1eed l\u00fd c\u00e1c thu\u1eadt to\u00e1n m\u1ea1ng ph\u1ee9c t\u1ea1p. C\u00e1c k\u1ef9 s\u01b0 AI c\u00f3 nhi\u1ec7m v\u1ee5 ph\u00e2n ph\u1ed1i d\u1ef1 \u00e1n k\u1ecbp th\u1eddi v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6805\" style=\"width: 2131px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6805\" class=\"size-full wp-image-6805\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5.jpg\" alt=\"C\u00e1c k\u1ef9 s\u01b0 qu\u1ea3n l\u00fd v\u00e0 th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n\u00a0\" width=\"2121\" height=\"1414\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5.jpg 2121w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-768x512.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-1536x1024.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/5-2048x1365.jpg 2048w\" sizes=\"(max-width: 2121px) 100vw, 2121px\" \/\u003E\u003Cp id=\"caption-attachment-6805\" class=\"wp-caption-text\"\u003EC\u00e1c k\u1ef9 s\u01b0 qu\u1ea3n l\u00fd v\u00e0 th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u1eadp tr\u00ecnh\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1eadp tr\u00ecnh l\u00e0 m\u1ed9t ph\u1ea7n thi\u1ebft y\u1ebfu c\u1ee7a ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. C\u00e1c k\u1ef9 s\u01b0 AI c\u1ea7n bi\u1ebft l\u1eadp tr\u00ecnh \u0111\u1ec3:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETri\u1ec3n khai m\u00f4 h\u00ecnh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThi\u1ebft k\u1ebf v\u00e0 t\u1ed1i \u01b0u h\u00f3a\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u1eed l\u00fd d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDebug\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch th\u1ed1ng k\u00ea\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVersion control\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBi\u1ec3u di\u1ec5n \u0111\u1ed3 h\u1ecda\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch3\u003E\u003Cb\u003EThi\u1ebft k\u1ebf ph\u1ea7n m\u1ec1m\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThi\u1ebft k\u1ebf ph\u1ea7n m\u1ec1m s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p machine learning ti\u00ean ti\u1ebfn nh\u01b0 h\u1ecdc s\u00e2u, h\u1ecdc t\u0103ng c\u01b0\u1eddng v\u00e0 h\u1ecdc kh\u00f4ng gi\u00e1m s\u00e1t. C\u00e1c k\u1ef9 s\u01b0 AI th\u1ef1c hi\u1ec7n thi\u1ebft k\u1ebf chi ti\u1ebft ki\u1ebfn \u200b\u200btr\u00fac h\u1ec7 th\u1ed1ng v\u00e0 \u00e1p d\u1ee5ng c\u00e1c m\u1eabu thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c insights \u0111\u1eaft gi\u00e1\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi ph\u1ea3i l\u1ef1a ch\u1ecdn v\u00e0 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3 c\u00e1c c\u00f4ng c\u1ee5 ri\u00eang bi\u1ec7t \u0111\u1ec3 tr\u1ef1c quan h\u00f3a t\u0129nh v\u00e0 t\u01b0\u01a1ng t\u00e1c. H\u01a1n n\u1eefa, c\u00e1c k\u1ef9 thu\u1eadt tr\u1ef1c quan ph\u1ea3i \u0111\u01b0\u1ee3c ch\u1ecdn, ch\u1eb3ng h\u1ea1n nh\u01b0 tr\u1ef1c quan h\u00f3a kh\u00f4ng gian \u0111\u1ecba l\u00fd ho\u1eb7c m\u1ea1ng, bi\u1ec3u \u0111\u1ed3 th\u1ed1ng k\u00ea, s\u01a1 \u0111\u1ed3 chu\u1ed7i th\u1eddi gian ho\u1eb7c c\u00e1c k\u1ef9 thu\u1eadt kh\u00e1c.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6804\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6.jpg\" alt=\"\" width=\"1024\" height=\"614\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-300x180.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-768x461.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c k\u1ef9 n\u0103ng b\u1ea1n c\u1ea7n c\u00f3 \u0111\u1ec3 h\u00e0nh ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c \u1ee9ng vi\u00ean c\u1ee7a v\u1ecb tr\u00ed k\u1ef9 s\u01b0 AI \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u ph\u1ea3i c\u00f3 c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m ph\u00f9 h\u1ee3p v\u1edbi l\u0129nh v\u1ef1c, c\u1ee5 th\u1ec3 nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EL\u1eadp tr\u00ecnh\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 s\u01b0 AI \u0111\u00f2i h\u1ecfi ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 kinh nghi\u1ec7m th\u1ef1c h\u00e0nh v\u1edbi C++, Java, Python, R v\u00e0 nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00e1c. Ki\u1ebfn th\u1ee9c n\u00e0y r\u1ea5t quan tr\u1ecdng trong vi\u1ec7c thi\u1ebft k\u1ebf ch\u01b0\u01a1ng tr\u00ecnh, tri\u1ec3n khai m\u00f4 h\u00ecnh, ph\u00e2n t\u00edch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c ki\u1ebfn th\u1ee9c v\u1ec1 to\u00e1n h\u1ecdc\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea1i s\u1ed1, x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea v\u00e0 c\u00e1c kh\u00e1i ni\u1ec7m t\u01b0\u01a1ng t\u1ef1 l\u00e0 m\u1ed9t ph\u1ea7n trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y c\u1ee7a k\u1ef9 s\u01b0 AI. Nh\u1eefng th\u1ee9 n\u00e0y c\u1ea7n thi\u1ebft \u0111\u1ec3 s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n v\u00e0 th\u1ef1c hi\u1ec7n nhi\u1ec1u ch\u1ee9c n\u0103ng kh\u00e1c nhau v\u1edbi c\u00e1c m\u00f4 h\u00ecnh Machine Learning.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng k\u1ef9 n\u0103ng n\u00e0y r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c vai tr\u00f2 li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch, ra quy\u1ebft \u0111\u1ecbnh kinh doanh v\u00e0 c\u00e1c y\u00eau c\u1ea7u li\u00ean quan. C\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 c\u00e1c chuy\u00ean gia c\u1ea7n \u0111\u01b0a ra \u0111\u01b0\u1ee3c c\u00e1c m\u00f4 h\u00ecnh v\u00e0 xu h\u01b0\u1edbng c\u1ea7n thi\u1ebft hay n\u00f3i c\u00e1ch kh\u00e1c l\u00e0 insights. \u0110i\u1ec1u n\u00e0y ch\u1ec9 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c khi c\u00f3 k\u1ef9 n\u0103ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBusiness Intelligence\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n \u0111ang nh\u1eafm t\u1edbi vai tr\u00f2 h\u00e0nh ch\u00ednh ho\u1eb7c l\u00e3nh \u0111\u1ea1o, ki\u1ebfn \u200b\u200bth\u1ee9c v\u1ec1 \u0111i\u1ec1u h\u00e0nh doanh nghi\u1ec7p v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan s\u1ebd \u0111\u01b0\u1ee3c \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u gi\u1eefa c\u00e1c \u1ee9ng vi\u00ean ti\u1ec1m n\u0103ng. Nh\u1eefng c\u00e1 nh\u00e2n s\u1edf h\u1eefu s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa ki\u1ebfn \u200b\u200bth\u1ee9c k\u1ef9 thu\u1eadt v\u00e0 kinh doanh, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c ki\u1ebfn \u200b\u200bth\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 th\u1ecb tr\u01b0\u1eddng, c\u1ea1nh tranh v\u00e0 ho\u1ea1t \u0111\u1ed9ng kinh doanh s\u1ebd c\u00f3 l\u1ee3i th\u1ebf h\u01a1n h\u1eb3n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EK\u1ef9 n\u0103ng teamwork\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI ph\u1ee5c v\u1ee5 c\u00e1c nh\u00f3m ng\u00e0nh v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau. Do \u0111\u00f3, k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c g\u1eafn k\u1ebft v\u1edbi c\u00e1c ph\u00f2ng ban v\u00e0 nh\u00f3m kh\u00e1c nhau l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u01b0\u1ee3c mong \u0111\u1ee3i \u1edf \u1ee9ng vi\u00ean.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u01b0 duy ph\u1ea3n bi\u1ec7n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u1ea9n ch\u1ee9a nhi\u1ec1u th\u00e1ch th\u1ee9c m\u1edbi m\u1ed7i ng\u00e0y. T\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn nh\u1eefng ti\u00eau c\u1ef1c l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u1eef ch\u00e2n c\u00e1c chuy\u00ean gia. Ph\u00e1t tri\u1ec3n t\u01b0 duy ph\u1ea3n bi\u1ec7n s\u1ebd gi\u00fap \u00edch v\u1ec1 l\u00e2u d\u00e0i v\u00e0 gi\u00fap b\u1ea1n \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft lu\u1eadn h\u1ee3p l\u00fd khi l\u00e0m ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan nh\u1ea5t v\u1ec1 tr\u00e1ch nhi\u1ec7m c\u1ee7a c\u00e1c k\u1ef9 s\u01b0 AI v\u00e0 c\u00e1c k\u1ef9 n\u0103ng c\u01a1 b\u1ea3n \u0111\u1ec1 h\u00e0nh ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Theo d\u00f5i Cole \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c tin t\u1ee9c h\u1eefu \u00edch v\u1ec1 AI v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u nh\u00e9. N\u1ebfu b\u1ea1n mu\u1ed1n tr\u1edf th\u00e0nh AI, h\u00e3y tham kh\u1ea3o \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\" target=\"_blank\" rel=\"noopener\"\u003E\u003Cstrong\u003Ekh\u00f3a h\u1ecdc ai tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/strong\u003E\u003C\/a\u003E v\u1edbi l\u1ed9 tr\u00ecnh h\u1ecdc h\u1ee3p l\u00fd v\u00e0 Cole li\u00ean k\u1ebft v\u1edbi tuy\u1ec3n d\u1ee5ng doanh nghi\u1ec7p \u0111\u1ea3m b\u1ea3o vi\u1ec7c l\u00e0m sau khi h\u1ecdc xong.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: \u003Ca href=\"https:\/\/cole.edu.vn\/ai-microsoft\/\" target=\"_blank\" rel=\"noopener\"\u003EAI Microsoft\u003C\/a\u003E \u2013 C\u00f4ng ngh\u1ec7 AI t\u1ed1i \u01b0u m\u1ecdi ho\u1ea1t \u0111\u1ed9ng doanh nghi\u1ec7p\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Ngh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c h\u1ea5p d\u1eabn c\u00e1c b\u1ea1n tr\u1ebb trong th\u1eddi k\u1ef3 c\u00f4ng ngh\u1ec7 s\u1ed1 ph\u00e1t tri\u1ec3n nh\u01b0 ng\u00e0y nay. Trong khi m\u1ed9t s\u1ed1 ng\u01b0\u1eddi ch\u1ec9 \u0111\u01a1n thu\u1ea7n b\u1ecb \u1ea5n t\u01b0\u1ee3ng b\u1edfi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a AI, nh\u1eefng ng\u01b0\u1eddi kh\u00e1c l\u1ea1i coi \u0111\u00e2y l\u00e0 c\u01a1 h\u1ed9i t\u1ed1t \u0111\u1ec3 […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-1.png"},{"ID":6813,"post_title":"H\u01b0\u1edbng d\u1eabn c\u00e1ch x\u00e2y d\u1ef1ng chatbot c\u01a1 b\u1ea3n\u00a0","post_date":"27\/03\/2024 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n \u0111\u00e3 bao gi\u1edd t\u00ecm hi\u1ec3u v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/cach-xay-dung-chatbot-co-ban\/\" target=\"_blank\" rel=\"noopener\"\u003E\u003Cstrong\u003Ec\u00e1ch x\u00e2y d\u1ef1ng chatbot\u003C\/strong\u003E\u003C\/a\u003E nh\u01b0 th\u1ebf n\u00e0o ch\u01b0a? L\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 ti\u1ec1m n\u0103ng c\u1ef1c l\u1edbn gi\u00fap n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ho\u1ea1t \u0111\u1ed9ng, chatbot l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn h\u1ea5p d\u1eabn \u0111\u01b0\u1ee3c nhi\u1ec1u doanh nghi\u1ec7p quan t\u00e2m v\u00e0 khao kh\u00e1t s\u1edf h\u1eefu. Tham kh\u1ea3o ngay h\u01b0\u1edbng d\u1eabn x\u00e2y d\u1ef1ng chatbot d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a Cole.\u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ed5ng quan v\u1ec1 xu th\u1ebf s\u1eed d\u1ee5ng chatbot hi\u1ec7n nay\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 “M” c\u1ee7a Facebook, “Tay” c\u1ee7a Microsoft, “Allo” c\u1ee7a Google v\u00e0 m\u1ed9t s\u1ed1 chatbot kh\u00e1c \u0111\u00e3 ng\u01b0ng ho\u1ea1t \u0111\u1ed9ng t\u1eeb l\u00e0n s\u00f3ng l\u1ea7n \u0111\u1ea7u ti\u00ean v\u00e0o n\u0103m 2016, nhi\u1ec1u ng\u01b0\u1eddi v\u1eabn tin r\u1eb1ng k\u1ef7 nguy\u00ean c\u1ee7a chatbot gi\u1edd \u0111\u00e2y m\u1edbi th\u1ef1c s\u1ef1 b\u1eaft \u0111\u1ea7u.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea5t ch\u1ea5p nh\u1eefng nghi ng\u1edd v\u00e0 th\u1ea5t v\u1ecdng ban \u0111\u1ea7u v\u1edbi nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a chatbot, d\u1eef li\u1ec7u cho th\u1ea5y ch\u00fang ta v\u1eabn \u0111ang \u1edf giai \u0111o\u1ea1n s\u01a1 khai v\u1edbi g\u1ea7n 90% giao d\u1ecbch g\u1ecdi v\u1ed1n di\u1ec5n ra \u1edf c\u00e1c v\u00f2ng \u0111\u1ea7u. Theo b\u00e1o c\u00e1o m\u1edbi nh\u1ea5t c\u1ee7a CB Insights trong th\u1ebf gi\u1edbi h\u1eadu COVID, th\u1ecb tr\u01b0\u1eddng chatbot hi\u1ec7n \u01b0\u1edbc t\u00ednh tr\u1ecb gi\u00e1 7,7 t\u1ef7 USD.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6821\" style=\"width: 1210px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6821\" class=\"size-full wp-image-6821\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1.png\" alt=\"T\u01b0\u01a1ng lai \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u1edbi chatbot\u00a0\" width=\"1200\" height=\"727\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1.png 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-300x182.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-1024x620.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/1-768x465.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003Cp id=\"caption-attachment-6821\" class=\"wp-caption-text\"\u003ET\u01b0\u01a1ng lai \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u1edbi chatbot\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t t\u01b0\u01a1ng lai \u0111\u1ea7y h\u1ee9a h\u1eb9n h\u01a1n \u0111\u00e3 m\u1edf ra, Gartner tuy\u00ean b\u1ed1 r\u1eb1ng chatbot s\u1ebd l\u00e0 “m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng quan tr\u1ecdng nh\u1ea5t” \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p v\u00e0o n\u0103m 2021. N\u1ebfu \u0111i\u1ec1u n\u00e0y nghe c\u00f3 v\u1ebb l\u1ea1c quan qu\u00e1 m\u1ee9c trong th\u1ef1c t\u1ebf tr\u01b0\u1edbc COVID th\u00ec ng\u00e0y nay, \u0111i\u1ec1u \u0111\u00f3 ch\u1eafc ch\u1eafn ph\u00f9 h\u1ee3p v\u1edbi m\u00f4 h\u00ecnh kinh doanh t\u1eeb xa \u0111ang di\u1ec5n ra trong t\u01b0\u01a1ng lai \u0111ang c\u00f3 xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1eef li\u1ec7u cho th\u1ea5y chatbot c\u00f3 th\u1ec3 mang l\u1ea1i 11 t\u1ef7 USD, gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed h\u00e0ng n\u0103m cho ng\u00e0nh b\u00e1n l\u1ebb, ng\u00e2n h\u00e0ng v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0o n\u0103m 2023 tr\u1edf n\u00ean kh\u1ea3 thi h\u01a1n h\u1eb3n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea \u0111\u00e1ng kinh ng\u1ea1c v\u1ec1 chatbots:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u01a1n 50% doanh nghi\u1ec7p \u0111\u00e3 \u01b0u ti\u00ean ph\u00e1t tri\u1ec3n chatbot h\u01a1n \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0o n\u0103m 2021.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChatbot \u0111\u00e3 x\u1eed l\u00fd 112 t\u1ef7 USD giao d\u1ecbch th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0o n\u0103m 2023.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ecb tr\u01b0\u1eddng chatbot to\u00e0n c\u1ea7u s\u1ebd \u0111\u1ea1t 10,08 t\u1ef7 USD v\u00e0o n\u0103m 2026 (theo Globe News Wire).\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ea1i sao b\u1ea1n n\u00ean \u1ee9ng d\u1ee5ng chatbot trong website c\u1ee7a m\u00ecnh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c lo\u1ea1i chatbot \u0111\u00e0m tho\u1ea1i kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng nh\u1ea5t th\u1eddi v\u00e0 c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t chatbot \u0111\u00e3 nghi\u00eam t\u00fac ph\u00e1t tri\u1ec3n ch\u00fang v\u1edbi c\u00e1c m\u1ee5c \u0111\u00edch c\u1ee5 th\u1ec3. M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u1ee7a chatbot c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m cho kh\u00e1ch h\u00e0ng h\u00e0i l\u00f2ng b\u1eb1ng c\u00e1ch tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi c\u1ee7a h\u1ecd nhanh h\u01a1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETi\u1ebfn h\u00e0nh nhi\u1ec1u cu\u1ed9c tr\u00f2 chuy\u1ec7n theo th\u1eddi gian th\u1ef1c c\u00f9ng m\u1ed9t l\u00fac\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u0103ng tr\u01b0\u1edfng doanh s\u1ed1 l\u00ean \u0111\u1ebfn 67%\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m cho trang web c\u1ee7a b\u1ea1n t\u0103ng kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c, tr\u1edf n\u00ean h\u1ea5p d\u1eabn h\u01a1n v\u00e0 \u0111\u00e1ng tin c\u1eady h\u01a1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECung c\u1ea5p tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng t\u1ed1t h\u01a1n tr\u00ean thi\u1ebft b\u1ecb di \u0111\u1ed9ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 thu th\u1eadp ph\u1ea3n h\u1ed3i v\u1edbi t\u1ef7 l\u1ec7 ph\u1ea3n h\u1ed3i l\u00ean t\u1edbi 90% ho\u1eb7c kh\u00f4i ph\u1ee5c gi\u1ecf h\u00e0ng b\u1ecb b\u1ecf r\u01a1i\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u00fap ch\u00fang ta kh\u00e1m ph\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a giao di\u1ec7n \u0111\u00e0m tho\u1ea1i\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChatbot r\u1ea5t c\u1ea7n thi\u1ebft cho c\u00e1c doanh nghi\u1ec7p nh\u01b0 c\u1eeda h\u00e0ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed. M\u1ed9t chatbot c\u00f3 th\u1ec3 m\u1ed9t m\u00ecnh gi\u1ea3i quy\u1ebft 69% th\u1eafc m\u1eafc c\u1ee7a kh\u00e1ch h\u00e0ng t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m 30% chi ph\u00ed d\u00e0nh cho d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a doanh nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChatbot t\u00f9y ch\u1ec9nh c\u1ee7a ri\u00eang b\u1ea1n s\u1ebd gi\u00fap:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ef1 \u0111\u1ed9ng h\u00f3a n\u00e2ng cao d\u1ef1a tr\u00ean b\u1ea5t k\u1ef3 t\u00e1c v\u1ee5 n\u00e0o tr\u00ean trang web\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00edch h\u1ee3p s\u00e2u h\u01a1n v\u1edbi c\u00e1c stack c\u00f4ng ngh\u1ec7\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3m so\u00e1t c\u00e1c lu\u1ed3ng h\u1ed9i tho\u1ea1i v\u1edbi kh\u00e1ch h\u00e0ng\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng c\u00f3 g\u00ec \u0111\u00e1ng ng\u1ea1c nhi\u00ean khi g\u1ea7n \u0111\u00e2y m\u1ee9c \u0111\u1ed9 quan t\u00e2m c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ed1i v\u1edbi vi\u1ec7c tri\u1ec3n khai chatbot \u0111\u00e3 t\u0103ng 160%. Nh\u01b0ng b\u1ea1n \u0111\u00e3 vi\u1ebft c\u00e1ch x\u00e2y d\u1ef1ng chatbot hay ch\u01b0a?\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 code m\u1ed9t chatbot s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 machine learning c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c n\u1ebfu doanh nghi\u1ec7p c\u1ee7a b\u1ea1n ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch t\u1ef1 t\u00fac. Thu\u1eadt to\u00e1n x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean – Natural language processing\u00a0 (NLP) v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 ph\u1ea7n kh\u00f3 nh\u1ea5t trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n chatbot n\u00e2ng cao. Ch\u00fang l\u00e0m t\u0103ng chi ph\u00ed ph\u00e1t tri\u1ec3n theo c\u1ea5p s\u1ed1 nh\u00e2n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6820\" style=\"width: 853px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6820\" class=\" wp-image-6820\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1.png\" alt=\"C\u00e1ch x\u00e2y d\u1ef1ng chatbot\" width=\"843\" height=\"693\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1.png 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-300x247.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-1024x842.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/2-1-768x632.png 768w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/\u003E\u003Cp id=\"caption-attachment-6820\" class=\"wp-caption-text\"\u003EC\u00e1ch x\u00e2y d\u1ef1ng chatbot\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c lo\u1ea1i chatbot b\u1ea1n c\u1ea7n bi\u1ebft\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 b\u1ea1n \u0111\u00e3 t\u1eebng g\u1eb7p m\u1ed9t v\u00e0i lo\u1ea1i chatbot khi y\u00eau c\u1ea7u \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh c\u1ee7a b\u1ea1n \u0111\u1eb7t b\u00e1o th\u1ee9c ho\u1eb7c khi truy c\u1eadp c\u00e1c website. \u0110\u00e2y l\u00e0 nh\u1eefng lo\u1ea1i chatbot kh\u00e1c nhau. H\u00e3y \u0111i\u1ec3m qua c\u00e1c lo\u1ea1i ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ec3 xem lo\u1ea1i n\u00e0o ph\u00f9 h\u1ee3p v\u1edbi m\u00f4 h\u00ecnh kinh doanh c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ED\u1ef1a v\u00e0o c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1eeb g\u00f3c \u0111\u1ed9 tr\u00ed th\u00f4ng minh, t\u1ed3n t\u1ea1i 2 d\u1ea1ng “dumb” v\u00e0 “smart” chatbot. Tr\u01b0\u1edbc \u0111\u00e2y, chatbot th\u01b0\u1eddng d\u1ef1a v\u00e0o c\u00e1c quy t\u1eafc, \u0111\u01b0a ra nh\u1eefng c\u00e2u tr\u1ea3 l\u1eddi d\u1ef1a tr\u00ean m\u1ed9t k\u1ecbch b\u1ea3n c\u1ee9ng nh\u1eafc v\u00e0 nh\u1eefng ng\u01b0\u1eddi \u0111\u1ed1i t\u00e1c c\u1ee7a h\u1ecd c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 v\u00e0 t\u1ea1o ra cu\u1ed9c tr\u00f2 chuy\u1ec7n th\u00f4ng minh h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChatbot d\u1ef1a tr\u00ean quy t\u1eafc\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot \u0111\u00e0m tho\u1ea1i d\u1ef1a tr\u00ean AI\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f2n lo\u1ea1i chatbot \u0111\u00e0m tho\u1ea1i d\u1ef1a v\u00e0o thu\u1eadt to\u00e1n AI v\u00e0 machine learning \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o c\u1ee7a b\u1ea1n v\u00e0 l\u00e0m cho c\u00e2u tr\u1ea3 l\u1eddi c\u1ee7a ch\u00fang mang t\u00ednh c\u00e1 nh\u00e2n h\u01a1n, ph\u00f9 h\u1ee3p v\u1edbi b\u1ed1i c\u1ea3nh c\u1ee7a b\u1ea1n h\u01a1n. V\u1edbi c\u00e1c chatbot d\u1ef1a tr\u00ean quy t\u1eafc, b\u1ea1n ph\u1ea3i t\u1ef1 m\u00ecnh ch\u1ecdn c\u00e2u tr\u1ea3 l\u1eddi ho\u1eb7c d\u1ef1a v\u00e0o d\u1ef1 \u0111o\u00e1n t\u1ed1t nh\u1ea5t c\u1ee7a ch\u00fang v\u1ec1 c\u00e1c t\u1eeb kh\u00f3a b\u1ea1n \u0111\u00e3 s\u1eed d\u1ee5ng trong c\u00e2u h\u1ecfi c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6819\" style=\"width: 810px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6819\" class=\"size-full wp-image-6819\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3.png\" alt=\"Ph\u00e2n lo\u1ea1i chatbot d\u1ef1a v\u00e0o c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng\" width=\"800\" height=\"450\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3.png 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/3-768x432.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003Cp id=\"caption-attachment-6819\" class=\"wp-caption-text\"\u003EPh\u00e2n lo\u1ea1i chatbot d\u1ef1a v\u00e0o c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003ED\u1ef1a v\u00e0o l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu ch\u00fang ta xem x\u00e9t c\u00e1c l\u0129nh v\u1ef1c d\u1ecbch v\u1ee5 ph\u1ed5 bi\u1ebfn nh\u1ea5t s\u1eed d\u1ee5ng chatbot, ch\u00fang ta s\u1ebd nh\u1eadn th\u1ea5y ch\u00fang c\u00f3 l\u1ee3i trong vi\u1ec7c h\u1ed7 tr\u1ee3, b\u00e1n h\u00e0ng v\u00e0 l\u00e0m tr\u1ee3 l\u00fd \u1ea3o c\u00e1 nh\u00e2n. B\u1ea1n th\u01b0\u1eddng c\u00f3 th\u1ec3 th\u1ea5y c\u00e1c chatbot ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 gi\u00fap h\u1ecd mua h\u00e0ng trong l\u0129nh v\u1ef1c b\u00e1n l\u1ebb.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i v\u1edbi tr\u1ee3 l\u00fd, \u0111\u00f3 h\u1ea7u h\u1ebft l\u00e0 nh\u1eefng gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7, v\u00ed d\u1ee5: Siri c\u1ee7a Apple ho\u1eb7c Meena c\u1ee7a Google. Nh\u1eefng tr\u1ee3 l\u00fd \u1ea3o n\u00e0y c\u00f3 t\u00ednh n\u0103ng \u0111i\u1ec1u khi\u1ec3n b\u1eb1ng gi\u1ecdng n\u00f3i v\u00e0 ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n khi ch\u00fang t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6818\" style=\"width: 1090px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6818\" class=\"size-full wp-image-6818\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2.jpg\" alt=\"Ph\u00e2n lo\u1ea1i d\u1ef1a v\u00e0o l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng chatbot\u00a0\" width=\"1080\" height=\"450\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2.jpg 1080w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-300x125.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-1024x427.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/4-2-768x320.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/\u003E\u003Cp id=\"caption-attachment-6818\" class=\"wp-caption-text\"\u003EPh\u00e2n lo\u1ea1i d\u1ef1a v\u00e0o l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng chatbot\u003C\/p\u003E\u003C\/div\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t s\u1ed1 ng\u01b0\u1eddi s\u1ebd cho r\u1eb1ng ch\u00fang h\u1ea7u nh\u01b0 kh\u00f4ng ph\u1ea3i l\u00e0 chatbot, nh\u01b0ng h\u00e3y ngh\u0129 m\u00e0 xem – b\u1ea1n t\u01b0\u01a1ng t\u00e1c v\u1edbi ch\u00fang th\u00f4ng qua c\u00e1c h\u1ed9p tho\u1ea1i v\u00e0 th\u00e0nh th\u1eadt m\u00e0 n\u00f3i, n\u0103ng l\u1ef1c c\u1ee7a ch\u00fang l\u00e0 th\u01b0\u1edbc \u0111o cho m\u1ecdi chatbot. T\u1ea5t nhi\u00ean, chi ph\u00ed \u0111\u1ec3 t\u1ea1o ra m\u1ed9t chatbot t\u01b0\u01a1ng t\u1ef1 nh\u01b0 nh\u1eefng tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i nh\u01b0 v\u1eady \u0111ang \u0111\u00e8 n\u1eb7ng l\u00ean h\u1ea7u h\u1ebft c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p. Tuy nhi\u00ean, t\u00edch h\u1ee3p v\u1edbi h\u1ecd l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn kh\u1ea3 thi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ED\u1ef1a v\u00e0o n\u1ec1n t\u1ea3ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 d\u1ef1a v\u00e0o n\u1ec1n t\u1ea3ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a chatbot \u0111\u1ec3 xem tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng n\u00e0y l\u00e0 d\u00e0nh cho trang web hay m\u1ed9t gi\u1ea3i ph\u00e1p di \u0111\u1ed9ng. M\u1ed9t s\u1ed1 n\u01a1i ph\u1ed5 bi\u1ebfn nh\u1ea5t l\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng nh\u1eafn tin nh\u01b0 Facebook Messenger, WhatsApp, Telegram hay Skype.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t s\u1ed1 chatbot t\u1ed3n t\u1ea1i \u1edf d\u1ea1ng \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp. \u0110\u00f3 th\u01b0\u1eddng l\u00e0 tr\u01b0\u1eddng h\u1ee3p b\u1ea1n c\u1ea7n h\u1ecd l\u00e0m nhi\u1ec1u vi\u1ec7c h\u01a1n l\u00e0 ch\u1ec9 l\u1ea5y m\u1ed9t s\u1ed1 th\u00f4ng tin. C\u00f3 nhi\u1ec1u chatbot h\u01a1n cho c\u00e1c trang web v\u00e0 tr\u00ecnh nh\u1eafn tin – v\u00ed d\u1ee5 nh\u01b0 c\u00e1c trang b\u00e1n h\u00e0ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6817\" style=\"width: 890px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6817\" class=\"size-full wp-image-6817\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6.png\" alt=\"D\u1ef1a v\u00e0o n\u1ec1n t\u1ea3ng s\u1eed d\u1ee5ng chatbot\u00a0\" width=\"880\" height=\"565\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6.png 880w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-300x193.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/6-768x493.png 768w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/\u003E\u003Cp id=\"caption-attachment-6817\" class=\"wp-caption-text\"\u003ED\u1ef1a v\u00e0o n\u1ec1n t\u1ea3ng s\u1eed d\u1ee5ng chatbot\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch2\u003E\u003Cb\u003EH\u01b0\u1edbng d\u1eabn c\u00e1ch x\u00e2y d\u1ef1ng chatbot trong 8 b\u01b0\u1edbc\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 8 b\u01b0\u1edbc c\u01a1 b\u1ea3n ch\u1ec9 cho b\u1ea1n c\u00e1ch x\u00e2y d\u1ef1ng chatbot ho\u00e0n ch\u1ec9nh v\u1edbi c\u00e1c m\u1eabu h\u1ed9i tho\u1ea1i:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 1: \u0110\u01b0a ra y\u00eau c\u1ea7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea7u ti\u00ean, h\u00e3y x\u00e1c \u0111\u1ecbnh nh\u1eefng g\u00ec b\u1ea1n mu\u1ed1n chatbot th\u1ef1c hi\u1ec7n m\u1ed9t c\u00e1ch c\u00e0ng c\u1ee5 th\u1ec3 c\u00e0ng t\u1ed1t. H\u00e3y t\u1ef1 h\u1ecfi b\u1ea3n th\u00e2n m\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi nh\u01b0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n x\u00e2y d\u1ef1ng chatbot \u0111\u1ec3 l\u00e0m g\u00ec? T\u1ef1 \u0111\u1ed9ng h\u00f3a ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng hay t\u1ea1o kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng? Ho\u1eb7c c\u00f3 th\u1ec3 l\u00e0 t\u1ea5t c\u1ea3 c\u00e1c y\u00eau c\u1ea7u tr\u00ean?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1eddng h\u1ee3p ph\u1ed5 bi\u1ebfn nh\u1ea5t li\u00ean quan \u0111\u1ebfn kh\u00e1ch h\u00e0ng l\u00e0 g\u00ec? Xem qua c\u00e1c truy v\u1ea5n c\u1ee7a b\u1ea1n v\u00e0 ph\u00e1c th\u1ea3o m\u1ed9t v\u00e0i v\u00ed d\u1ee5.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ednh n\u0103ng ch\u00ednh c\u1ee7a chatbot m\u00e0 b\u1ea1n th\u1ea5y h\u1eefu \u00edch l\u00e0 g\u00ec? Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u1ec1 ch\u1ebf \u0111\u1ed9 l\u00e1i t\u1ef1 \u0111\u1ed9ng? Chuy\u1ec3n c\u00e2u h\u1ecfi \u0111\u1ebfn nh\u00f3m h\u1ed7 tr\u1ee3? L\u01b0u c\u00e1c gi\u1ecf h\u00e0ng b\u1ecb b\u1ecf r\u01a1i ho\u1eb7c kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi b\u1ea1n c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi, vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c t\u00ednh n\u0103ng v\u00e0 lo\u1ea1i chatbot b\u1ea1n c\u1ea7n s\u1ebd d\u1ec5 d\u00e0ng h\u01a1n nhi\u1ec1u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6816\" style=\"width: 890px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6816\" class=\"size-full wp-image-6816\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-1.png\" alt=\"\u0110\u01b0a ra y\u00eau c\u1ea7u b\u1ea1n mu\u1ed1n chatbot gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c\u00a0\" width=\"880\" height=\"565\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-1.png 880w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-1-300x193.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/7-1-768x493.png 768w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/\u003E\u003Cp id=\"caption-attachment-6816\" class=\"wp-caption-text\"\u003E\u0110\u01b0a ra y\u00eau c\u1ea7u b\u1ea1n mu\u1ed1n chatbot gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 2: Quy\u1ebft \u0111\u1ecbnh n\u01a1i b\u1ea1n mu\u1ed1n \u0111\u1eb7t chatbot\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u00eanh li\u00ean l\u1ea1c ch\u00ednh c\u1ee7a b\u1ea1n l\u00e0 g\u00ec? Kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n li\u00ean h\u1ec7 v\u1edbi b\u1ea1n ch\u1ee7 y\u1ebfu tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i hay qua ti\u1ec7n \u00edch tr\u00f2 chuy\u1ec7n tr\u1ef1c ti\u1ebfp tr\u00ean trang web c\u1ee7a b\u1ea1n? D\u00f9 b\u1eb1ng c\u00e1ch n\u00e0o, h\u00e3y ki\u1ec3m tra xem n\u1ec1n t\u1ea3ng chatbot b\u1ea1n ch\u1ecdn c\u00f3 t\u00edch h\u1ee3p v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 b\u1ea1n \u0111\u00e3 s\u1eed d\u1ee5ng hay kh\u00f4ng, \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh ngay l\u1eadp t\u1ee9c:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrang web c\u1ee7a b\u1ea1n: Ph\u1ea7n l\u1edbn c\u00e1c n\u1ec1n t\u1ea3ng x\u00e2y d\u1ef1ng chatbot \u0111\u1ec1u cung c\u1ea5p kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p trang web ph\u1ed5 bi\u1ebfn nh\u01b0 WordPress, Magento ho\u1eb7c Shopify.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c k\u00eanh truy\u1ec1n th\u00f4ng m\u1ea1ng x\u00e3 h\u1ed9i c\u1ee7a b\u1ea1n nh\u01b0 WhatsApp, Facebook Messenger, Instagram ho\u1eb7c Telegram.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, h\u00e3y ki\u1ec3m tra xem b\u1ea1n c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ecbnh c\u1ea5u h\u00ecnh ti\u1ec7n \u00edch t\u00edch h\u1ee3p th\u00f4ng qua m\u00e3 ngu\u1ed3n m\u1edf API hay kh\u00f4ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 v\u00e0 n\u1ec1n t\u1ea3ng ph\u00e1t tri\u1ec3n chatbot cung c\u1ea5p nhi\u1ec1u t\u00edch h\u1ee3p \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng chatbot tr\u00ean nhi\u1ec1u k\u00eanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 3: L\u1ef1a ch\u1ecdn n\u1ec1n t\u1ea3ng chatbot\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00e2y gi\u1edd b\u1ea1n \u0111\u00e3 bi\u1ebft b\u1ea1n mu\u1ed1n t\u1ea1o nh\u1eefng bi\u1ebfn th\u1ec3 chatbot n\u00e0o v\u00e0 b\u1ea1n mu\u1ed1n ch\u00fang xu\u1ea5t hi\u1ec7n tr\u00ean nh\u1eefng k\u00eanh n\u00e0o, \u0111\u00e3 \u0111\u1ebfn l\u00fac ch\u1ecdn nh\u00e0 cung c\u1ea5p. B\u1ea1n c\u1ea7n l\u1ef1a ch\u1ecdn framework v\u00e0 n\u1ec1n t\u1ea3ng:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI frameworks: C\u00e1c framework Chatbot (nh\u01b0 Dialogflow c\u1ee7a Google, IBM Watson ho\u1eb7c Microsoft Bot) ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u01b0 vi\u1ec7n cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, sau \u0111\u00f3 x\u00e2y d\u1ef1ng chatbot b\u1eb1ng c\u00e1ch m\u00e3 h\u00f3a.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChatbot platforms: cung c\u1ea5p c\u00e1c tr\u00ecnh x\u00e2y d\u1ef1ng chatbot d\u1ec5 s\u1eed d\u1ee5ng cho ph\u00e9p b\u1ea1n t\u1ea1o m\u1ed9t chatbot v\u1edbi c\u00e1c kh\u1ed1i x\u00e2y d\u1ef1ng. Ch\u00fang ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn v\u00ec vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c bot v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a ch\u00fang d\u1ec5 d\u00e0ng h\u01a1n v\u00e0 \u00edt t\u1ed1n th\u1eddi gian h\u01a1n trong khi v\u1eabn mang l\u1ea1i k\u1ebft qu\u1ea3 t\u01b0\u01a1ng \u0111\u01b0\u01a1ng.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 4: Thi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n chatbot trong tr\u00ecnh so\u1ea1n th\u1ea3o\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng lu\u1ed3ng h\u1ed9i tho\u1ea1i b\u1eb1ng c\u00e1ch k\u00e9o v\u00e0 th\u1ea3 c\u00e1c blocks \u0111\u1ec3 ch\u00fang t\u1ea1o th\u00e0nh m\u1ed9t chu\u1ed7i. Gi\u1ea3 s\u1eed b\u1ea1n mu\u1ed1n gi\u1ea3m gi\u00e1 s\u1ea3n ph\u1ea9m cho nh\u1eefng ng\u01b0\u1eddi d\u00f9ng truy c\u1eadp v\u00e0o m\u1ed9t trang \u0111\u00edch c\u1ee5 th\u1ec3 c\u1ee7a c\u1eeda h\u00e0ng ph\u1ee5 ki\u1ec7n c\u1ee7a b\u1ea1n v\u00e0 nh\u1eadn l\u1ea1i email c\u1ee7a h\u1ecd.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 b\u1eaft \u0111\u1ea7u, h\u00e3y \u0111\u0103ng nh\u1eadp v\u00e0 truy c\u1eadp tr\u00ecnh t\u1ea1o bot. B\u1eaft \u0111\u1ea7u v\u1edbi tr\u00ecnh k\u00edch ho\u1ea1t – \u0111i\u1ec1u ki\u1ec7n khi\u1ebfn chatbot g\u1eedi tin nh\u1eafn ch\u00e0o m\u1eebng. N\u1ebfu b\u1ea1n mu\u1ed1n chatbot xu\u1ea5t hi\u1ec7n tr\u00ean m\u1ed9t trang \u0111\u00edch c\u1ee5 th\u1ec3, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi vai tr\u00f2 Visitors page c\u1ee5 th\u1ec3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau \u0111\u00f3, nh\u1eadp tin nh\u1eafn b\u1ea1n mu\u1ed1n g\u1eedi v\u00e0 th\u00eam n\u00fat quy\u1ebft \u0111\u1ecbnh k\u00e8m theo c\u00e2u tr\u1ea3 l\u1eddi nhanh. \u0110\u1eb7t tin nh\u1eafn cho nh\u1eefng ng\u01b0\u1eddi mu\u1ed1n gi\u1ea3m gi\u00e1 cho s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n v\u00e0 nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng mu\u1ed1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cdiv id=\"attachment_6815\" style=\"width: 560px\" class=\"wp-caption alignnone\"\u003E\u003Cimg decoding=\"async\" aria-describedby=\"caption-attachment-6815\" class=\"size-full wp-image-6815\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/8.png\" alt=\"Thi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n \u1ea3o v\u1edbi chatbot\u00a0\" width=\"550\" height=\"668\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/8.png 550w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/8-247x300.png 247w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/\u003E\u003Cp id=\"caption-attachment-6815\" class=\"wp-caption-text\"\u003EThi\u1ebft k\u1ebf cu\u1ed9c tr\u00f2 chuy\u1ec7n \u1ea3o v\u1edbi chatbot\u003C\/p\u003E\u003C\/div\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 5: Ki\u1ec3m tra chatbot\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00a0\u003C\/span\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00e2y gi\u1edd l\u00e0 l\u00fac \u0111\u1ec3 ki\u1ec3m tra xem m\u1ecdi th\u1ee9 c\u00f3 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 b\u00ecnh th\u01b0\u1eddng kh\u00f4ng. \u0110\u1ec3 l\u00e0m \u0111i\u1ec1u \u0111\u00f3, h\u00e3y nh\u1ea5p v\u00e0o n\u00fat Test. M\u1ed9t c\u1eeda s\u1ed5 s\u1ebd xu\u1ea5t hi\u1ec7n cho b\u1ea1n bi\u1ebft chatbot s\u1ebd tr\u00f4ng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i. Nh\u1edd c\u00f3 b\u1ea3n xem tr\u01b0\u1edbc, b\u1ea1n lu\u00f4n c\u00f3 th\u1ec3 quay l\u1ea1i tr\u00ecnh ch\u1ec9nh s\u1eeda v\u00e0 s\u1eeda quy tr\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 6: Training chatbot\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00a0\u003C\/span\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu mu\u1ed1n s\u1eed d\u1ee5ng c\u00e1c chatbot \u0111\u01a1n gi\u1ea3n d\u1ef1a tr\u00ean decision tree flows, b\u1ea1n c\u00f3 th\u1ec3 b\u1ecf qua b\u01b0\u1edbc n\u00e0y. N\u1ebfu b\u1ea1n mu\u1ed1n bot c\u1ee7a m\u00ecnh hi\u1ec3u \u0111\u01b0\u1ee3c \u00fd \u0111\u1ecbnh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, b\u1ea1n c\u1ea7n th\u00eam tr\u00ecnh k\u00edch ho\u1ea1t NLP v\u00e0o chatbot c\u1ee7a m\u00ecnh..\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 7: Thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi d\u00f9ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng ai \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 c\u1ee7a chatbot t\u1ed1t h\u01a1n ng\u01b0\u1eddi truy c\u1eadp v\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n. \u0110i\u1ec1u t\u1ed1t nh\u1ea5t b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m? H\u00e3y \u0111\u1ec3 chatbot g\u1eedi b\u1ea3n kh\u1ea3o s\u00e1t t\u1ef1 \u0111\u1ed9ng v\u1ec1 m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng, h\u1ecfi ng\u01b0\u1eddi d\u00f9ng xem h\u1ecd c\u00f3 h\u00e0i l\u00f2ng v\u1edbi t\u01b0\u01a1ng t\u00e1c chatbot hay kh\u00f4ng. D\u1ef1a tr\u00ean k\u1ebft qu\u1ea3, b\u1ea1n c\u00f3 th\u1ec3 th\u1ea5y nh\u1eefng g\u00ec hi\u1ec7u qu\u1ea3 v\u00e0 nh\u1eefng l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u01b0\u1edbc 8: Theo d\u00f5i ph\u00e2n t\u00edch chatbot \u0111\u1ec3 c\u1ea3i thi\u1ec7n n\u00f3\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECu\u1ed1i c\u00f9ng nh\u01b0ng kh\u00f4ng k\u00e9m ph\u1ea7n quan tr\u1ecdng, h\u00e3y cam k\u1ebft gi\u00e1m s\u00e1t ho\u1ea1t \u0111\u1ed9ng chatbot c\u1ee7a b\u1ea1n. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap b\u1ea1n c\u00f3 c\u01a1 h\u1ed9i ph\u00e1t hi\u1ec7n c\u00e1c lo\u1ea1i chatbot kh\u00f4ng mang l\u1ea1i tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng t\u1ed1t nh\u1ea5t v\u00e0 lo\u1ea1i kh\u00f4ng hi\u1ec7u qu\u1ea3 cho kh\u00e1ch truy c\u1eadp c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ea7u h\u1ebft m\u1ecdi ng\u01b0\u1eddi s\u1ebd c\u1ea3m th\u1ea5y cho\u00e1ng ng\u1ee3p tr\u01b0\u1edbc c\u00e1ch x\u00e2y d\u1ef1ng chatbot n\u00e0y. Tuy nhi\u00ean, v\u1edbi c\u00e1i c\u1ea3i ti\u1ebfn trong thi\u1ebft k\u1ebf chatbot ng\u00e0y nay, b\u1ea1n kh\u00f4ng c\u1ea7n c\u00f3 k\u1ef9 n\u0103ng coding cao si\u00eau \u0111\u1ec3 kh\u1edfi t\u1ea1o chatbot cho ri\u00eang m\u00ecnh. Theo d\u00f5i Cole.vn v\u1edbi \u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\" target=\"_blank\" rel=\"noopener\"\u003E\u003Cstrong\u003Ekho\u00e1 h\u1ecdc AI Machine Learning\u003C\/strong\u003E\u003C\/a\u003E uy t\u00edn h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003E>> Xem th\u00eam: T\u1ed5ng quan v\u1ec1 \u003Ca href=\"https:\/\/cole.edu.vn\/nghe-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noopener\"\u003Engh\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/a\u003E \u2013 K\u1ef9 n\u0103ng & Vai tr\u00f2\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u00ecm hi\u1ec3u v\u1ec1 c\u00e1ch x\u00e2y d\u1ef1ng chatbot nh\u01b0 th\u1ebf n\u00e0o ch\u01b0a? L\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 ti\u1ec1m n\u0103ng c\u1ef1c l\u1edbn gi\u00fap n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ho\u1ea1t \u0111\u1ed9ng, chatbot l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn h\u1ea5p d\u1eabn \u0111\u01b0\u1ee3c nhi\u1ec1u doanh nghi\u1ec7p quan t\u00e2m v\u00e0 khao kh\u00e1t s\u1edf h\u1eefu. Tham kh\u1ea3o ngay h\u01b0\u1edbng d\u1eabn x\u00e2y […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2024\/03\/9-1.jpg"},{"ID":6789,"post_title":"11 m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 ph\u1ed5 bi\u1ebfn v\u00e0 chi\u1ebfn l\u01b0\u1ee3c x\u00e2y d\u1ef1ng","post_date":"05\/12\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003Em\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E s\u1eed d\u1ee5ng v\u00e0 d\u1ef1a v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00f4ng ch\u1ec9 cung c\u1ea5p c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n m\u00e0 c\u00f2n mang l\u1ea1i tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n ho\u00e0n h\u1ea3o h\u01a1n. X\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c k\u1ef9 thu\u1eadt s\u1ed1 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi th\u00e0nh c\u00f4ng c\u1ee7a th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a b\u1ea1n. Tham kh\u1ea3o ngay 11 \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003Em\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eph\u1ed5 bi\u1ebfn nh\u1ea5t d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPh\u00e2n bi\u1ec7t Digital Offerings v\u00e0 Digital Business Model\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00f4i khi ch\u00fang ta nh\u1ea7m l\u1eabn cung c\u1ea5p d\u1ecbch v\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1 v\u1edbi kinh doanh k\u1ef9 thu\u1eadt s\u1ed1. Digital Offerings c\u00f3 ngh\u0129a l\u00e0 b\u1ed5 sung cho c\u00e1c d\u1ecbch v\u1ee5 hi\u1ec7n c\u00f3, ch\u1eb3ng h\u1ea1n nh\u01b0 PP s\u1ea3n ph\u1ea9m, chatbot, giao di\u1ec7n \u0111i\u1ec1u khi\u1ec3n,… M\u1eb7t kh\u00e1c, c\u00e1c m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 t\u1ea1o ra gi\u00e1 tr\u1ecb, mang \u0111\u1ebfn m\u1ed9t khung c\u1ea3nh m\u1edbi m\u1ebb h\u01a1n v\u00e0 cung c\u1ea5p USP cho kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110\u1eb7c \u0111i\u1ec3m c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 nh\u1eadn di\u1ec7n m\u1ed9t Digital Business Strategy? \u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u, b\u1ea1n c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c Digital Business Model d\u1ef1a v\u00e0o b\u1ed1n \u0111\u1eb7c \u0111i\u1ec3m ph\u00e2n bi\u1ec7t sau \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 gi\u00e1 tr\u1ecb \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1eb1ng c\u00e1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1. Khi m\u1ed9t d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1, n\u00f3 \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 m\u1ed9t \u003C\/span\u003E\u003Cb\u003Em\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. L\u1ea5y v\u00ed d\u1ee5 v\u1ec1 Amazon, Google v\u00e0 Facebook. Nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 n\u00e0y s\u1ebd kh\u00f4ng t\u1ed3n t\u1ea1i n\u1ebfu kh\u00f4ng c\u00f3 internet.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDigital Business Strategy c\u00f2n kh\u00e1 m\u1edbi m\u1ebb \u0111\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng. M\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh cho \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y ch\u00ednh l\u00e0 khi b\u1ea1n y\u00eau c\u1ea7u v\u1eadn chuy\u1ec3n qua m\u1ed9t \u1ee9ng d\u1ee5ng (ch\u1eb3ng h\u1ea1n nh\u01b0 Uber ho\u1eb7c Lyft) s\u1ebd k\u1ebft n\u1ed1i b\u1ea1n v\u1edbi m\u1ed9t t\u00e0i x\u1ebf.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 tr\u1edf th\u00e0nh kh\u00e1ch h\u00e0ng, b\u1ea1n c\u1ea7n s\u1eed d\u1ee5ng m\u1ed9t k\u00eanh k\u1ef9 thu\u1eadt s\u1ed1. C\u00e1c \u003C\/span\u003E\u003Cb\u003Em\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E th\u01b0\u1eddng d\u1ef1a v\u00e0o c\u00e1c k\u00eanh k\u1ef9 thu\u1eadt s\u1ed1 (nh\u01b0 Amazon) \u0111\u1ec3 hi\u1ec3n th\u1ecb qu\u1ea3ng c\u00e1o khi b\u1ea1n t\u00ecm ki\u1ebfm tr\u1ef1c tuy\u1ebfn.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec1 xu\u1ea5t b\u00e1n h\u00e0ng \u0111\u1ed9c \u0111\u00e1o (USP) \u0111\u01b0\u1ee3c t\u1ea1o ra d\u01b0\u1edbi d\u1ea1ng k\u1ef9 thu\u1eadt s\u1ed1. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 m\u1ed9t kh\u00e1ch h\u00e0ng s\u1eb5n s\u00e0ng tr\u1ea3 ti\u1ec1n cho c\u00e1c s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a b\u1ea1n v\u00e0 c\u00f3 th\u1ec3 ki\u1ebfm ti\u1ec1n online t\u1ea7n su\u1ea5t cao.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6791 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-1.png\" alt=\"Nh\u1eadn di\u1ec7n m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 \" width=\"634\" height=\"591\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-1.png 634w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-1-300x280.png 300w\" sizes=\"(max-width: 634px) 100vw, 634px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn di\u1ec7n m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E11 m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 ph\u1ed5 bi\u1ebfn nh\u1ea5t\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady b\u1ea1n n\u00ean s\u1eed d\u1ee5ng lo\u1ea1i Digital Business Strategy n\u00e0o? Quy tr\u00ecnh h\u00e0nh \u0111\u1ed9ng t\u1ed1t nh\u1ea5t ch\u00ednh l\u00e0 xem x\u00e9t h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n \u0111\u1ea7u ti\u00ean, tr\u01b0\u1edbc khi ch\u1ecdn c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p v\u1edbi th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a b\u1ea1n. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m nh\u1eefng th\u1ee9 nh\u01b0 n\u1ed7i \u0111au kh\u00e1ch h\u00e0ng, s\u1edf th\u00edch, m\u00f4 h\u00ecnh mua s\u1eafm v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m nh\u00e2n kh\u1ea9u h\u1ecdc.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETheo Benjamin Talin – m\u1ed9t chuy\u00ean gia chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1, c\u00f3 \u0111\u1ebfn 11 m\u00f4 h\u00ecnh ti\u1ebfp th\u1ecb k\u1ef9 thu\u1eadt s\u1ed1:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 1: M\u00f4 h\u00ecnh mi\u1ec5n ph\u00ed (h\u1ed7 tr\u1ee3 qu\u1ea3ng c\u00e1o)\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t m\u00f4 h\u00ecnh kinh doanh mi\u1ec5n ph\u00ed l\u00e0 m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng v\u00e0 \u0111\u01b0\u1ee3c qu\u1ea3ng c\u00e1o h\u1ed7 tr\u1ee3 t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Google v\u00e0 Facebook. \u00dd t\u01b0\u1edfng \u0111\u1eb1ng sau m\u00f4 h\u00ecnh n\u00e0y \u0111\u00f3 l\u00e0 cung c\u1ea5p m\u1ed9t d\u1ecbch v\u1ee5 mi\u1ec5n ph\u00ed, bi\u1ebfn ng\u01b0\u1eddi d\u00f9ng tr\u1edf th\u00e0nh s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng. Ng\u01b0\u1eddi d\u00f9ng tr\u1ef1c tuy\u1ebfn cung c\u1ea5p th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb gi\u00fap c\u00f4ng ty d\u1ec5 d\u00e0ng hi\u1ec3n th\u1ecb qu\u1ea3ng c\u00e1o \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 2: \u003C\/b\u003E\u003Cb\u003EM\u00f4 h\u00ecnh Freemium\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u00e0 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng truy c\u1eadp mi\u1ec5n ph\u00ed v\u00e0o phi\u00ean b\u1ea3n c\u01a1 b\u1ea3n c\u1ee7a s\u1ea3n ph\u1ea9m. Phi\u00ean b\u1ea3n n\u00e0y c\u00f3 th\u1ec3 c\u00f3 ph\u1ea7n h\u1ea1n ch\u1ebf, nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u00f3 t\u00f9y ch\u1ecdn n\u00e2ng c\u1ea5p v\u00e0 tr\u1ea3 ti\u1ec1n cho phi\u00ean b\u1ea3n cao c\u1ea5p n\u1ebfu h\u1ecd mu\u1ed1n c\u00f3 c\u00e1c t\u00ednh n\u0103ng b\u1ed5 sung. M\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh cho m\u00f4 h\u00ecnh n\u00e0y ch\u00ednh l\u00e0 Spotify – b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng n\u00f3 mi\u1ec5n ph\u00ed, nh\u01b0ng n\u1ebfu b\u1ea1n mu\u1ed1n nghe nh\u1ea1c ch\u1ea5t l\u01b0\u1ee3ng cao h\u01a1n v\u00e0 kh\u00f4ng c\u00f3 qu\u1ea3ng c\u00e1o, b\u1ea1n c\u1ea7n ph\u1ea3i tr\u1ea3 ti\u1ec1n \u0111\u0103ng k\u00fd h\u00e0ng th\u00e1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6792 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2.png\" alt=\"M\u00f4 h\u00ecnh Freemium\" width=\"1080\" height=\"1080\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2.png 1080w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2-300x300.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2-1024x1024.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2-150x150.png 150w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2-768x768.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-2-350x350.png 350w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 – M\u00f4 h\u00ecnh Freemium\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 3: \u003C\/b\u003E\u003Cb\u003EM\u00f4 h\u00ecnh theo y\u00eau c\u1ea7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh n\u00e0y \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 \u1ea3o nh\u01b0 c\u00e1c c\u1eeda h\u00e0ng video tr\u1ef1c tuy\u1ebfn nh\u01b0 Amazon Prime Video ho\u1eb7c Apple TV n\u01a1i b\u1ea1n c\u00f3 th\u1ec3 xem video trong m\u1ed9t kho\u1ea3ng th\u1eddi gian nh\u1ea5t \u0111\u1ecbnh. M\u1ed9t v\u00ed d\u1ee5 kh\u00e1c v\u1ec1 m\u00f4 h\u00ecnh n\u00e0y l\u00e0 n\u1ec1n t\u1ea3ng d\u00e0nh cho freelancer Fiverr, n\u01a1i b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1eb7t h\u00e0ng t\u1eeb m\u1ed9t c\u00e1 nh\u00e2n v\u00e0 t\u00ednh ph\u00ed d\u1ef1a tr\u00ean d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 4: \u003C\/b\u003E\u003Cb\u003EM\u00f4 h\u00ecnh eCommerce\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAmazon l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng ty \u0111\u1ea7u ti\u00ean v\u00e0 th\u00e0nh c\u00f4ng nh\u1ea5t \u00e1p d\u1ee5ng\u003C\/span\u003E\u003Cb\u003E m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0y b\u1eb1ng c\u00e1ch b\u00e1n c\u00e1c s\u1ea3n ph\u1ea9m v\u1eadt l\u00fd tr\u1ef1c tuy\u1ebfn. Ng\u00e0y nay, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed l\u00e0 m\u1ed9t trong nh\u1eefng m\u00f4 h\u00ecnh kinh doanh n\u1ed5i ti\u1ebfng nh\u1ea5t tr\u00ean n\u1ec1n t\u1ea3ng web.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 5: \u003C\/b\u003E\u003Cb\u003EM\u00f4 h\u00ecnh th\u1ecb tr\u01b0\u1eddng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh n\u00e0y \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t th\u1ecb tr\u01b0\u1eddng hai chi\u1ec1u n\u01a1i ng\u01b0\u1eddi b\u00e1n v\u00e0 ng\u01b0\u1eddi mua s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng c\u1ee7a b\u00ean th\u1ee9 ba \u0111\u1ec3 giao d\u1ecbch h\u00e0ng h\u00f3a v\u00e0 d\u1ecbch v\u1ee5. V\u00ed d\u1ee5 v\u1ec1 m\u00f4 h\u00ecnh kinh doanh n\u00e0y l\u00e0 n\u1ec1n t\u1ea3ng d\u1ecbch v\u1ee5 Uber v\u00e0 n\u1ec1n t\u1ea3ng s\u1ea3n ph\u1ea9m Etsy v\u00e0 eBay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 6: \u003C\/b\u003E\u003Cb\u003EM\u00f4 h\u00ecnh h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 hi\u1ec7n l\u00e0 m\u1ed9t trong nh\u1eefng c\u1ea5u tr\u00fac kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 ph\u1ee9c t\u1ea1p nh\u1ea5t nh\u01b0ng m\u1ea1nh m\u1ebd nh\u1ea5t. Alibaba, Amazon, Apple, Google, Tesla v\u00e0 c\u00e1c nh\u00e0 \u0111i\u1ec1u ph\u1ed1i h\u1ec7 sinh th\u00e1i kh\u00e1c khai th\u00e1c kh\u00e1ch h\u00e0ng v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 kh\u00e1c nhau tr\u00ean m\u1ed9t s\u1ed1 n\u1ec1n t\u1ea3ng. Do t\u00e1c \u0111\u1ed9ng c\u1ee7a “vendor lock-in” \u0111\u1ebfn h\u1ec7 sinh th\u00e1i c\u1ee7a h\u1ecd, h\u1ecd c\u00f3 th\u1ec3 upsell kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 thu h\u00fat nh\u1eefng kh\u00e1ch h\u00e0ng m\u1edbi d\u1ef1a tr\u00ean ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e3y xem x\u00e9t nh\u1eefng d\u1ecbch v\u1ee5 b\u1ea1n s\u1eed d\u1ee5ng t\u1eeb Amazon, Apple, Google, Alibaba ho\u1eb7c c\u00e1c c\u00f4ng ty kh\u00e1c v\u00e0 s\u1ebd kh\u00f3 kh\u0103n l\u00e0m sao khi chuy\u1ec3n qua d\u00f9ng c\u00e1c d\u1ecbch v\u1ee5 t\u1eeb nh\u00e0 cung c\u1ea5p kh\u00e1c. Hi\u1ec7u \u1ee9ng lock-in c\u0169ng l\u00e0 m\u1ed9t \u0111\u1ed9ng l\u1ef1c k\u00edch th\u00edch doanh thu \u0111\u00e1ng k\u1ec3 trong t\u01b0\u01a1ng lai. B\u1ea1n kh\u00f4ng c\u1ea7n ph\u1ea3i l\u00e0 m\u1ed9t nh\u00e0 \u0111i\u1ec1u ph\u1ed1i h\u1ec7 sinh th\u00e1i, b\u1ea1n c\u00f3 th\u1ec3 l\u00e0 ng\u01b0\u1eddi d\u00f9ng h\u1ec7 sinh th\u00e1i ho\u1eb7c nh\u00e0 cung c\u1ea5p c\u00e1c module h\u1ec7 sinh th\u00e1i. PayPal l\u00e0 m\u1ed9t v\u00ed d\u1ee5 tuy\u1ec7t v\u1eddi c\u1ee7a m\u1ed9t nh\u00e0 cung c\u1ea5p modules. N\u00f3 cho ph\u00e9p thanh to\u00e1n kh\u00f4ng r\u00e0ng bu\u1ed9c tr\u00ean c\u00e1c Digital Business Strategy v\u00e0 h\u1ec7 sinh th\u00e1i kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6790 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-3.jpg\" alt=\"M\u00f4 h\u00ecnh h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a Facebook\" width=\"865\" height=\"427\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-3.jpg 865w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-3-300x148.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-3-768x379.jpg 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a Facebook\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EM\u00f4 h\u00ecnh k\u1ef9 thu\u1eadt s\u1ed1 – Top 7: \u003C\/b\u003E\u003Cb\u003EM\u00f4 h\u00ecnh chia s\u1ebb\/m\u00f4 h\u00ecnh cung c\u1ea5p quy\u1ec1n truy c\u1eadp \u0111\u1ed1i v\u1edbi ch\u1ee7 s\u1edf h\u1eefu\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ecdi th\u1ee9 \u0111\u1ec1u xoay quanh v\u1ea5n \u0111\u1ec1 “chia s\u1ebb” nh\u01b0ng theo g\u00f3c \u0111\u1ed9 c\u1ee7a c\u00e1c chuy\u00ean gia. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cho ph\u00e9p b\u1ea1n tr\u1ea3 ti\u1ec1n cho m\u1ed9t s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 ho\u1eb7c cung c\u1ea5p cho m\u1ed9t th\u1eddi gian x\u00e1c \u0111\u1ecbnh m\u00e0 kh\u00f4ng th\u1ef1c s\u1ef1 s\u1edf h\u1eefu n\u00f3. Thu\u00ea m\u1ed9t chi\u1ebfc xe h\u01a1i (v\u00ed d\u1ee5: Zipcar), m\u1ed9t c\u0103n h\u1ed9 (v\u00ed d\u1ee5: Airbnb) ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 thi\u1ebft b\u1ecb c\u00f4ng nghi\u1ec7p l\u00e0 nh\u1eefng v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDo s\u1ef1 ph\u00e2n nh\u00e1nh v\u1ec1 quy\u1ec1n s\u1edf h\u1eefu v\u00e0 k\u1ebft qu\u1ea3 b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c, \u0111\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng m\u00f4 h\u00ecnh kinh doanh g\u00e2y r\u1ed1i nh\u1ea5t. Thay v\u00ec ch\u1ec9 t\u1ea1o ra chi ph\u00ed, m\u1ed9t chi\u1ebfc \u00f4 t\u00f4 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t ngu\u1ed3n ti\u1ec1n m\u1eb7t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETop 8. M\u00f4 h\u00ecnh tr\u1ea3i nghi\u1ec7m\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u00eam gi\u00e1 tr\u1ecb v\u00e0o c\u00e1c m\u1eb7t h\u00e0ng kh\u00f4ng ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c n\u1ebfu kh\u00f4ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1. Tesla \u0111\u00e3 c\u00e1ch m\u1ea1ng h\u00f3a l\u0129nh v\u1ef1c \u00f4 t\u00f4 b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p c\u00e1c d\u1ecbch v\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 th\u1eadm ch\u00ed l\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0o ph\u01b0\u01a1ng ti\u1ec7n c\u1ee7a m\u00ecnh v\u00e0 hi\u1ec7n t\u1ea1i, \u0111\u00e2y l\u00e0 \u0111\u1ed9ng c\u01a1 ch\u00ednh cho m\u00f4 h\u00ecnh kinh doanh c\u1ee7a c\u00f4ng ty n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c cho m\u00f4 h\u00ecnh tr\u1ea3i nghi\u1ec7m l\u00e0 k\u1ebft h\u1ee3p m\u1ed9t s\u1ed1 kinh nghi\u1ec7m \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i l\u00e0m trung t\u00e2m kh\u00e1ch h\u00e0ng m\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETop 9. M\u00f4 h\u00ecnh \u0111\u0103ng k\u00fd\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea5t c\u1ea3 ch\u00fang ta \u0111\u1ec1u quen thu\u1ed9c v\u1edbi Netflix v\u00e0 Office 365. \u0110\u00e2y l\u00e0 nh\u1eefng tr\u01b0\u1eddng h\u1ee3p tuy\u1ec7t v\u1eddi c\u1ee7a m\u00f4 h\u00ecnh kinh doanh \u0111\u0103ng k\u00fd truy\u1ec1n th\u1ed1ng. H\u00e0ng th\u00e1ng\/h\u00e0ng n\u0103m, ng\u01b0\u1eddi d\u00f9ng nh\u1eadn \u0111\u01b0\u1ee3c quy\u1ec1n truy c\u1eadp, c\u1eadp nh\u1eadt, d\u1ecbch v\u1ee5 m\u1edbi,… Vi\u1ec7c \u0111\u0103ng k\u00fd \u0111\u1eb7c bi\u1ec7t ph\u1ed5 bi\u1ebfn cho c\u00e1c s\u1ea3n ph\u1ea9m nh\u01b0 n\u1ed9i dung, ph\u1ea7n m\u1ec1m v\u00e0\u00a0 quy\u1ec1n l\u1ee3i th\u00e0nh vi\u00ean.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETop 10. M\u00f4 h\u00ecnh ngu\u1ed3n m\u1edf\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t trong nh\u1eefng v\u00ed d\u1ee5 v\u1ec1 m\u00e3 ngu\u1ed3n m\u1edf th\u00e0nh c\u00f4ng nh\u1ea5t l\u00e0 Firefox. Ph\u1ea7n m\u1ec1m c\u00f3 s\u1eb5n \u0111\u1ec3 t\u1ea3i xu\u1ed1ng, s\u1eed d\u1ee5ng b\u1edfi c\u1ed9ng \u0111\u1ed3ng to\u00e0n c\u1ea7u. Do mi\u1ec5n ph\u00ed v\u00e0 c\u00f3 nhi\u1ec1u ng\u01b0\u1eddi \u0111\u00f3ng g\u00f3p, m\u00f4 h\u00ecnh n\u00e0y lan truy\u1ec1n nhanh ch\u00f3ng. Th\u00f4ng th\u01b0\u1eddng, n\u00f3 thu h\u00fat nhi\u1ec1u t\u00e0i nguy\u00ean (mi\u1ec5n ph\u00ed) \u0111\u1ec3 c\u1ea3i thi\u1ec7n ph\u1ea7n m\u1ec1m. Chi\u1ebfn l\u01b0\u1ee3c kinh doanh c\u1ee7a Firefox ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm cho c\u00e1c quan h\u1ec7 \u0111\u1ed1i t\u00e1c v\u00e0 b\u1ea3n quy\u1ec1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1edfi v\u00ec b\u1ea1n c\u00f3 th\u1ec3 kh\u00f4ng khai th\u00e1c ph\u1ea7n m\u1ec1m cho m\u1ed9t m\u00f4 h\u00ecnh kinh doanh b\u1ec1n v\u1eefng, ngu\u1ed3n m\u1edf kh\u00f4ng nh\u1ea5t thi\u1ebft l\u00e0 m\u1ed9t k\u1ebf ho\u1ea1ch kinh doanh. Red Hat ph\u00e2n ph\u1ed1i Linux mi\u1ec5n ph\u00ed v\u00e0 sau \u0111\u00f3 ki\u1ebfm ti\u1ec1n th\u00f4ng qua \u0111\u00e0o t\u1ea1o, d\u1ecbch v\u1ee5 v\u00e0 hosting.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6793 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-4.jpg\" alt=\"M\u00f4 h\u00ecnh ngu\u1ed3n m\u1edf\" width=\"664\" height=\"401\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-4.jpg 664w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-4-300x181.jpg 300w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 – M\u00f4 h\u00ecnh ngu\u1ed3n m\u1edf\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETop 11. M\u00f4 h\u00ecnh t\u1ea1o doanh thu \u1ea9n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng c\u00f3 th\u1ec3 th\u1ea5y vi\u1ec7c t\u1ea1o doanh thu ngay t\u1eeb c\u00e1i nh\u00ecn \u0111\u1ea7u ti\u00ean. C\u00e1c lu\u1ed3ng gi\u00e1 tr\u1ecb kh\u00e1c c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n do k\u1ebft qu\u1ea3 c\u1ee7a vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Ch\u00fang ta bi\u1ebft r\u1eb1ng c\u00f3 th\u1ec3 c\u00f3 c\u00e1c m\u00f4 h\u00ecnh kinh doanh ti\u1ec1m \u1ea9n trong c\u00e1c n\u1ec1n t\u1ea3ng c\u01a1 b\u1ea3n v\u00e0 d\u1ecbch v\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1. Nh\u01b0 ch\u00fang ta c\u00f3 th\u1ec3 th\u1ea5y v\u1edbi v\u00ed d\u1ee5 Mozilla, n\u01a1i tr\u00ecnh duy\u1ec7t ngu\u1ed3n m\u1edf ki\u1ebfm \u0111\u01b0\u1ee3c ti\u1ec1n t\u1eeb gi\u1ea5y ph\u00e9p t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p l\u00e0 hi\u1ec3u ti\u1ec1m n\u0103ng c\u1ee7a h\u1ecd v\u00e0 li\u1ec7u c\u00f3 c\u01a1 h\u1ed9i n\u00e0o \u0111\u1ec3 k\u1ebft h\u1ee3p m\u1ed9t m\u00f4 h\u00ecnh kinh doanh hi\u1ec7n c\u00f3 v\u1edbi m\u1ed9t m\u00f4 h\u00ecnh kh\u00e1c \u0111\u1ec3 t\u1ea1o ra doanh thu b\u1ed5 sung hay kh\u00f4ng. Tuy nhi\u00ean, vi\u1ec7c ki\u1ebfm ti\u1ec1n c\u00f3 th\u1ec3 ph\u1ea3n t\u00e1c d\u1ee5ng khi x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng \u1ea9n danh. Cambridge Analytica l\u00e0 m\u1ed9t v\u00ed d\u1ee5 tuy\u1ec7t v\u1eddi v\u1ec1 ph\u1ea3n \u1ee9ng n\u00e0y, d\u1eabn \u0111\u1ebfn s\u1ef1 ph\u00e2n nh\u00e1nh nghi\u00eam tr\u1ecdng cho c\u1ea3 hai t\u1ed5 ch\u1ee9c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1ch x\u00e2y d\u1ef1ng m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea5t k\u1ec3 th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a b\u1ea1n l\u00e0 g\u00ec hay \u0111\u1ebfn t\u1eeb l\u0129nh v\u1ef1c n\u00e0o, vi\u1ec7c t\u1ea1o ra m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 th\u00e0nh c\u00f4ng l\u00e0 \u0111i\u1ec1u v\u00f4 c\u00f9ng quan tr\u1ecdng trong n\u0103m 2023 v\u00e0 h\u01a1n th\u1ebf n\u1eefa.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi b\u1ea1n t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111\u1ec3 x\u00e2y d\u1ef1ng doanh nghi\u1ec7p c\u1ee7a m\u00ecnh, b\u1ea1n s\u1ebd tr\u1ea3i nghi\u1ec7m nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1. C\u00f3 r\u1ea5t nhi\u1ec1u c\u00f4ng ngh\u1ec7 th\u00fa v\u1ecb v\u00e0 m\u1edbi ti\u1ebfp t\u1ee5c xu\u1ea5t hi\u1ec7n, khi\u1ebfn cho vi\u1ec7c t\u1ea1o ra m\u1ed9t\u003C\/span\u003E\u003Cb\u003E m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E tr\u1edf th\u00e0nh v\u1ea5n \u0111\u1ec1 v\u00f4 c\u00f9ng c\u1ea7n thi\u1ebft cho chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E“M\u1ecdi ng\u00e0nh c\u00f4ng nghi\u1ec7p v\u00e0 m\u1ecdi t\u1ed5 ch\u1ee9c s\u1ebd ph\u1ea3i t\u1ef1 bi\u1ebfn \u0111\u1ed5i trong v\u00e0i n\u0103m t\u1edbi. Nh\u1eefng g\u00ec \u0111ang \u0111\u1ebfn v\u1edbi ch\u00fang ta l\u1edbn h\u01a1n internet truy\u1ec1n th\u1ed1ng v\u00e0 b\u1ea1n c\u1ea7n hi\u1ec3u n\u00f3, \u0111\u1ed3ng h\u00e0nh c\u00f9ng n\u00f3 v\u00e0 t\u00ecm ra c\u00e1ch chuy\u1ec3n \u0111\u1ed5i c\u00f4ng vi\u1ec7c kinh doanh c\u1ee7a b\u1ea1n. ” – Tim O’Reilly, ng\u01b0\u1eddi s\u00e1ng l\u1eadp & CEO c\u1ee7a O’Reilly Media.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u v\u1ec1 \u0111\u1eb7c \u0111i\u1ec3m v\u00e0 c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a \u003C\/span\u003E\u003Cb\u003Em\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Es\u1ebd gi\u00fap doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f3 nh\u1eefng \u0111\u1ecbnh h\u01b0\u1edbng hi\u1ec7u qu\u1ea3 h\u01a1n trong qu\u00e1 tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng. Theo d\u00f5i ngay website c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng tin t\u1ee9c m\u1edbi nh\u1ea5t trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1eebng qu\u00ean tham kh\u1ea3o \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Ekh\u00f3a h\u1ecdc v\u1ec1 business analyst\u003C\/a\u003E\u003C\/strong\u003E \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t chuy\u00ean gia trong l\u0129nh v\u1ef1c m\u00e0 b\u1ea1n h\u1ee9ng th\u00fa.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1c \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-cu-business-analytics\/\"\u003Ec\u00f4ng c\u1ee5 Business Analytics\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"C\u00e1c m\u00f4 h\u00ecnh kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 s\u1eed d\u1ee5ng v\u00e0 d\u1ef1a v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00f4ng ch\u1ec9 cung c\u1ea5p c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n m\u00e0 c\u00f2n mang l\u1ea1i tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n ho\u00e0n h\u1ea3o h\u01a1n. X\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c k\u1ef9 thu\u1eadt s\u1ed1 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi th\u00e0nh c\u00f4ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/mo-hinh-kinh-doanh-ky-thuat-so-1-1.png"},{"ID":6780,"post_title":"Hi\u1ec3u v\u1ec1 l\u1eadp k\u1ebf ho\u1ea1ch kinh doanh: t\u1ea7m quan tr\u1ecdng, c\u00e1c lo\u1ea1i v\u00e0 y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i","post_date":"04\/12\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng quan tr\u1ecdng n\u1ebfu b\u1ea1n c\u00f3 m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u1edbi m\u1ed9t \u00fd t\u01b0\u1edfng tuy\u1ec7t v\u1eddi ho\u1eb7c s\u1edf h\u1eefu m\u1ed9t s\u1ea3n ph\u1ea9m \u0111\u1ed9c \u0111\u00e1o. B\u1ea1n kh\u00f4ng th\u1ec3 \u0111i xa h\u01a1n n\u1ebfu kh\u00f4ng c\u00f3 m\u1ed9t l\u1ed9 tr\u00ecnh chi ti\u1ebft – m\u1ed9t b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh. \u0110\u1ec3 b\u1eaft \u0111\u1ea7u \u0111i s\u00e2u v\u00e0o c\u00e1c chi ti\u1ebft v\u1ec1 vi\u1ec7c \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003El\u1eadp k\u1ebf ho\u1ea1ch kinh doanh\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, h\u00e3y t\u00ecm hi\u1ec3u n\u00f3 l\u00e0 g\u00ec tr\u01b0\u1edbc ti\u00ean.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EM\u1ed9t b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng bao gi\u1edd c\u00f3 chuy\u1ec7n 2 doanh nghi\u1ec7p c\u00f3 chung 1 b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh, ngay c\u1ea3 khi h\u1ecd ho\u1ea1t \u0111\u1ed9ng trong c\u00f9ng m\u1ed9t ng\u00e0nh. V\u00ec v\u1eady, m\u1ed9t b\u1ea3n k\u1ebf ho\u1ea1ch trong kinh doanh c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ed9c nh\u1ea5t. N\u00f3i \u0111\u01a1n gi\u1ea3n,\u003C\/span\u003E\u003Cb\u003E l\u1eadp k\u1ebf ho\u1ea1ch kinh doanh\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ho\u00e0n ch\u1ec9nh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 h\u01b0\u1edbng d\u1eabn chi ti\u1ebft gi\u00fap 1 c\u00f4ng ty c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ee5 th\u1ec3 h\u01a1n, \u0111\u00f3 l\u00e0 m\u1ed9t t\u00e0i li\u1ec7u b\u1eb1ng v\u0103n b\u1ea3n ph\u00e1c th\u1ea3o c\u00e1c m\u1ee5c ti\u00eau, m\u1ee5c \u0111\u00edch chung c\u1ee7a m\u1ed9t doanh nghi\u1ec7p trong khi \u0111\u01b0a ra k\u1ebf ho\u1ea1ch chi ti\u1ebft cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y v\u00e0 c\u00e1c ch\u1ee9c n\u0103ng ch\u00ednh nh\u01b0 ti\u1ebfp th\u1ecb, t\u00e0i ch\u00ednh v\u00e0 h\u01a1n th\u1ebf n\u1eefa.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EL\u1eadp k\u1ebf ho\u1ea1ch kinh doanh\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E t\u1ed1t c\u00f3 th\u1ec3 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i cho c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u0111ang t\u00ecm c\u00e1ch g\u00e2y qu\u1ef9 \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 m\u1edf r\u1ed9ng. N\u00f3 thuy\u1ebft ph\u1ee5c c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 ti\u1ec1m n\u0103ng r\u1eb1ng vi\u1ec7c li\u00ean doanh s\u1ebd c\u00f3 l\u00e3i v\u00e0 cung c\u1ea5p m\u1ed9t tri\u1ec3n v\u1ecdng th\u1ef1c t\u1ebf v\u1ec1 m\u1ee9c \u0111\u1ed9 l\u1ee3i nhu\u1eadn v\u00e0 khi n\u00e0o n\u00f3 s\u1ebd \u0111\u1ea1t \u0111\u01b0\u1ee3c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETuy nhi\u00ean, kh\u00f4ng ch\u1ec9 c\u00e1c doanh nghi\u1ec7p m\u1edbi \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i r\u1ea5t nhi\u1ec1u t\u1eeb business planning. C\u00e1c c\u00f4ng ty \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp t\u1ed1t v\u00e0 c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn c\u0169ng c\u1ea7n \u0111i\u1ec1u ch\u1ec9nh c\u00e1c k\u1ebf ho\u1ea1ch trong kinh doanh c\u1ee7a h\u1ecd \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi m\u00f4i tr\u01b0\u1eddng kinh doanh m\u1edbi v\u00e0 nh\u1eefng thay \u0111\u1ed5i kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc c\u1ee7a th\u1ecb tr\u01b0\u1eddng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1edbc khi t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 business planning, ch\u00fang ta h\u00e3y t\u00ecm hi\u1ec3u nh\u1eefng l\u1ee3i th\u1ebf c\u1ee7a vi\u1ec7c c\u00f3 m\u1ed9t k\u1ebf ho\u1ea1ch ho\u00e0n ch\u1ec9nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6781 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-1.jpg\" alt=\"L\u1eadp k\u1ebf ho\u1ea1ch kinh doanh ho\u00e0n ch\u1ec9nh c\u00f3 \u00fd ngh\u0129a quan tr\u1ecdng\" width=\"800\" height=\"534\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-1.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-1-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-1-768x513.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1eadp k\u1ebf ho\u1ea1ch kinh doanh ho\u00e0n ch\u1ec9nh c\u00f3 \u00fd ngh\u0129a quan tr\u1ecdng\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u1ee3i \u00edch c\u1ee7a vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch kinh doanh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cb\u003EL\u1eadp k\u1ebf ho\u1ea1ch kinh doanh\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E chi ti\u1ebft cung c\u1ea5p m\u1ed9t c\u00e1i nh\u00ecn hi\u1ec7u qu\u1ea3 v\u1ec1 t\u1ed5ng quan. N\u00f3 \u0111\u1ed3ng th\u1eddi s\u1edf h\u1eefu m\u1ed9t s\u1ed1 l\u1ee3i \u00edch khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng c\u1ee7a b\u1ea5t k\u1ef3 t\u1ed5 ch\u1ee9c n\u00e0o. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1ch m\u00e0 business plan c\u00f3 th\u1ec3 t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh \u0111\u00e1ng k\u1ec3 m\u00e0 b\u1ea1n c\u1ea7n bi\u1ebft:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1eb7t ra m\u1ee5c ti\u00eau: L\u1eadp k\u1ebf ho\u1ea1ch ph\u00f9 h\u1ee3p gi\u00fap m\u1ed9t doanh nghi\u1ec7p \u0111\u1eb7t ra c\u00e1c m\u1ee5c ti\u00eau th\u1ef1c t\u1ebf v\u00e0 ch\u1ec9 \u0111\u1ecbnh th\u1eddi gian quy \u0111\u1ecbnh cho c\u00e1c m\u1ee5c ti\u00eau \u0111\u00f3 c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn l\u1ee3i nhu\u1eadn d\u00e0i h\u1ea1n. N\u00f3 c\u0169ng cho ph\u00e9p m\u1ed9t c\u00f4ng ty thi\u1ebft l\u1eadp \u0111i\u1ec3m chu\u1ea9n v\u00e0 ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed1i \u0111a h\u00f3a ph\u00e2n b\u1ed5 t\u00e0i nguy\u00ean: M\u1ed9t business plan t\u1ed1t gi\u00fap t\u1ed5 ch\u1ee9c v\u00e0 ph\u00e2n b\u1ed5 hi\u1ec7u qu\u1ea3 c\u00e1c t\u00e0i nguy\u00ean c\u1ee7a c\u00f4ng ty. N\u00f3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft v\u1ec1 k\u1ebft qu\u1ea3 c\u1ee7a c\u00e1c h\u00e0nh \u0111\u1ed9ng, ch\u1eb3ng h\u1ea1n nh\u01b0, vi\u1ec7c m\u1edf v\u0103n ph\u00f2ng m\u1edbi, tuy\u1ec3n d\u1ee5ng nh\u00e2n vi\u00ean m\u1edbi, thay \u0111\u1ed5i quy tr\u00ecnh s\u1ea3n xu\u1ea5t,… N\u00f3 c\u0169ng gi\u00fap doanh nghi\u1ec7p \u01b0\u1edbc t\u00ednh t\u00e1c \u0111\u1ed9ng t\u00e0i ch\u00ednh c\u1ee7a c\u00e1c h\u00e0nh \u0111\u1ed9ng \u0111\u00f3.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng t\u1ed3n t\u1ea1i: M\u1ed9t k\u1ebf ho\u1ea1ch \u0111\u00f3ng g\u00f3p r\u1ea5t nhi\u1ec1u cho vi\u1ec7c bi\u1ebfn c\u00e1c kh\u00e1i ni\u1ec7m th\u00e0nh hi\u1ec7n th\u1ef1c. M\u1eb7c d\u00f9 c\u00e1c k\u1ebf ho\u1ea1ch kinh doanh kh\u00e1c nhau t\u00f9y theo t\u1eebng c\u00f4ng ty, nh\u01b0ng b\u1ea3n k\u1ebf ho\u1ea1ch c\u1ee7a c\u00e1c c\u00f4ng ty th\u00e0nh c\u00f4ng th\u01b0\u1eddng \u0111\u00f3ng vai tr\u00f2 h\u01b0\u1edbng d\u1eabn tuy\u1ec7t v\u1eddi cho c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p trong giai \u0111o\u1ea1n non tr\u1ebb v\u00e0 c\u00e1c doanh nh\u00e2n m\u1edbi. N\u00f3 c\u0169ng gi\u00fap c\u00e1c c\u00f4ng ty hi\u1ec7n t\u1ea1i ti\u1ebfp th\u1ecb, qu\u1ea3ng c\u00e1o v\u00e0 qu\u1ea3ng b\u00e1 c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi ti\u1ebfn v\u00e0o th\u1ecb tr\u01b0\u1eddng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAIDS trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh: \u0110i\u1ec1u h\u00e0nh m\u1ed9t doanh nghi\u1ec7p li\u00ean quan \u0111\u1ebfn r\u1ea5t nhi\u1ec1u vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh: s\u1ea3n xu\u1ea5t \u1edf \u0111\u00e2u, \u0111\u1eb7t s\u1ea3n ph\u1ea9m \u1edf \u0111\u00e2u, b\u00e1n g\u00ec, chi ph\u00ed,… danh s\u00e1ch v\u1eabn ti\u1ebfp t\u1ee5c nh\u01b0 v\u1eady. M\u1ed9t k\u1ebf ho\u1ea1ch kinh doanh \u0111\u01b0\u1ee3c c\u00e2n nh\u1eafc k\u1ef9 c\u00e0ng s\u1ebd cung c\u1ea5p cho c\u00f4ng ty kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u00e1c v\u1ea5n \u0111\u1ec1 m\u00e0 t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 x\u1ea3y \u0111\u1ebfn. N\u00f3 cho ph\u00e9p c\u00e1c c\u00f4ng ty \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi v\u00e0 gi\u1ea3i ph\u00e1p cho nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y tr\u01b0\u1edbc.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1eafc ph\u1ee5c nh\u1eefng sai l\u1ea7m trong qu\u00e1 kh\u1ee9: Khi c\u00e1c doanh nghi\u1ec7p t\u1ea1o ra c\u00e1c k\u1ebf ho\u1ea1ch ghi nh\u1edb nh\u1eefng sai s\u00f3t v\u00e0 th\u1ea5t b\u1ea1i c\u1ee7a qu\u00e1 kh\u1ee9 v\u00e0 nh\u1eefng g\u00ec hi\u1ec7u qu\u1ea3 – kh\u00f4ng hi\u1ec7u qu\u1ea3, n\u00f3 c\u00f3 th\u1ec3 gi\u00fap c\u00e1c c\u00f4ng ty ti\u1ebft ki\u1ec7m th\u1eddi gian, ti\u1ec1n b\u1ea1c v\u00e0 t\u00e0i nguy\u00ean. Nh\u1eefng k\u1ebf ho\u1ea1ch nh\u01b0 v\u1eady ph\u1ea3n \u00e1nh b\u00e0i h\u1ecdc r\u00fat ra t\u1eeb qu\u00e1 kh\u1ee9 v\u00e0 mang \u0111\u1ebfn cho c\u00e1c doanh nghi\u1ec7p m\u1ed9t c\u01a1 h\u1ed9i \u0111\u1ec3 tr\u00e1nh nh\u1eefng sai l\u1ea7m t\u01b0\u01a1ng t\u1ef1 trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThu h\u00fat c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0: M\u1ed9t k\u1ebf ho\u1ea1ch kinh doanh cung c\u1ea5p cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 m\u1ed9t c\u00e1i nh\u00ecn chi ti\u1ebft v\u1ec1 c\u00e1c m\u1ee5c ti\u00eau, c\u1ea5u tr\u00fac v\u00e0 t\u00ednh h\u1ee3p l\u1ec7 c\u1ee7a m\u1ed9t c\u00f4ng ty. N\u00f3 l\u00e0m t\u0103ng s\u1ef1 t\u1ef1 tin c\u1ee7a h\u1ecd v\u00e0 khuy\u1ebfn kh\u00edch h\u1ecd \u0111\u1ea7u t\u01b0.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6782 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-2.jpg\" alt=\"L\u1eadp k\u1ebf ho\u1ea1ch chi ti\u1ebft gi\u00fap kinh doanh th\u00e0nh c\u00f4ng\" width=\"2000\" height=\"1543\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-2.jpg 2000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-2-300x231.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-2-1024x790.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-2-768x593.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-2-1536x1185.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1eadp k\u1ebf ho\u1ea1ch chi ti\u1ebft gi\u00fap kinh doanh th\u00e0nh c\u00f4ng\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPh\u00e2n lo\u1ea1i c\u00e1c m\u1eabu k\u1ebf ho\u1ea1ch kinh doanh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch kinh doanh \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng theo nhu c\u1ea7u c\u1ee7a m\u1ed9t doanh nghi\u1ec7p. N\u00f3 c\u00f3 th\u1ec3 l\u00e0 t\u00e0i li\u1ec7u m\u1ed9t trang \u0111\u01a1n gi\u1ea3n ho\u1eb7c 40 trang b\u1ea3n th\u1ea3o chi ti\u1ebft ho\u1eb7c h\u01a1n th\u1ebf n\u1eefa. M\u1eb7c d\u00f9 kh\u00f4ng c\u00f3 quy t\u1eafc n\u00e0o \u0111\u01b0\u1ee3c \u0111\u1eb7t ra ch\u00ednh x\u00e1c cho c\u00e1c b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh nh\u01b0ng c\u00e1c lo\u1ea1i business plan d\u01b0\u1edbi \u0111\u00e2y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi ph\u1ea7n l\u1edbn c\u00e1c doanh nghi\u1ec7p tr\u00ean th\u1ebf gi\u1edbi:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch kh\u1edfi nghi\u1ec7p: Nh\u01b0 t\u00ean g\u1ecdi cho th\u1ea5y, \u0111\u00e2y l\u00e0 m\u1ed9t t\u00e0i li\u1ec7u v\u1ec1 c\u00e1c k\u1ebf ho\u1ea1ch, c\u1ea5u tr\u00fac v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a m\u1ed9t c\u01a1 s\u1edf kinh doanh m\u1edbi. N\u00f3 m\u00f4 t\u1ea3 chi ti\u1ebft v\u00ea c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t b\u1edfi c\u00f4ng ty, vi\u1ec7c qu\u1ea3n l\u00fd nh\u00e2n vi\u00ean v\u00e0 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng v\u1ec1 m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t c\u1ee7a h\u1ecd. Th\u00f4ng th\u01b0\u1eddng, m\u1ed9t b\u1ea3ng ph\u00e2n t\u00edch t\u00e0i ch\u00ednh chi ti\u1ebft c\u0169ng \u0111\u01b0\u1ee3c \u0111\u00ednh k\u00e8m v\u1edbi t\u00e0i li\u1ec7u n\u00e0y cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh kh\u1ea3 n\u0103ng t\u1ed3n t\u1ea1i c\u1ee7a doanh nghi\u1ec7p \u0111\u00f3.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch kh\u1ea3 thi: K\u1ebf ho\u1ea1ch kh\u1ea3 thi \u0111\u00e1nh gi\u00e1 c\u00e1c kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a c\u00e1c s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 s\u1ebd \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t b\u1edfi m\u1ed9t c\u00f4ng ty. N\u00f3 c\u0169ng \u01b0\u1edbc t\u00ednh kh\u1ea3 n\u0103ng l\u1ee3i nhu\u1eadn ho\u1eb7c r\u1ee7i ro ph\u00e1 v\u1ee1 s\u1ef1 h\u1ee3p t\u00e1c. N\u00f3 gi\u00fap d\u1ef1 b\u00e1o m\u1ed9t s\u1ea3n ph\u1ea9m s\u1ebd b\u00e1n t\u1ed1t nh\u01b0 th\u1ebf n\u00e0o t\u1ea1i th\u1ecb tr\u01b0\u1eddng, th\u1eddi h\u1ea1n y\u00eau c\u1ea7u mang l\u1ea1i l\u1ee3i nhu\u1eadn v\u00e0 t\u1ef7 su\u1ea5t l\u1ee3i nhu\u1eadn m\u00e0 n\u00f3 s\u1ebd \u0111\u1ea3m b\u1ea3o cho c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng: Lo\u1ea1i k\u1ebf ho\u1ea1ch n\u00e0y ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh khi m\u1ed9t c\u00f4ng ty quy\u1ebft \u0111\u1ecbnh m\u1edf r\u1ed9ng v\u1ec1 m\u1eb7t s\u1ea3n xu\u1ea5t ho\u1eb7c c\u1ea5u tr\u00fac. N\u00f3 \u0111\u01b0a ra c\u00e1c b\u01b0\u1edbc v\u00e0 h\u01b0\u1edbng d\u1eabn c\u01a1 b\u1ea3n li\u00ean quan \u0111\u1ebfn s\u1ef1 t\u0103ng tr\u01b0\u1edfng b\u00ean trong ho\u1eb7c b\u00ean ngo\u00e0i. N\u00f3 gi\u00fap c\u00f4ng ty ph\u00e2n t\u00edch c\u00e1c ho\u1ea1t \u0111\u1ed9ng nh\u01b0 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c \u0111\u1ec3 t\u0103ng s\u1ea3n xu\u1ea5t, \u0111\u1ea7u t\u01b0 t\u00e0i ch\u00ednh, tuy\u1ec3n d\u1ee5ng th\u00eam nh\u00e2n s\u1ef1 v\u00e0 nhi\u1ec1u v\u1ea5n \u0111\u1ec1 kh\u00e1c n\u1eefa.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch ho\u1ea1t \u0111\u1ed9ng: M\u1ed9t k\u1ebf ho\u1ea1ch ho\u1ea1t \u0111\u1ed9ng c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 m\u1ed9t k\u1ebf ho\u1ea1ch h\u00e0ng n\u0103m. \u0110i\u1ec1u n\u00e0y chi ti\u1ebft c\u00e1c ho\u1ea1t \u0111\u1ed9ng v\u00e0 chi\u1ebfn l\u01b0\u1ee3c h\u00e0ng ng\u00e0y m\u00e0 m\u1ed9t doanh nghi\u1ec7p c\u1ea7n tu\u00e2n theo \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c m\u1ee5c ti\u00eau c\u1ee7a m\u00ecnh. N\u00f3 ph\u00e1c th\u1ea3o vai tr\u00f2 v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a c\u01a1 quan qu\u1ea3n l\u00fd, c\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c nhau v\u00e0 nh\u00e2n vi\u00ean c\u1ee7a c\u00f4ng ty \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau chung.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch chi\u1ebfn l\u01b0\u1ee3c: T\u00e0i li\u1ec7u n\u00e0y ph\u1ee5c v\u1ee5 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c n\u1ed9i b\u1ed9 c\u1ee7a c\u00f4ng ty v\u00e0 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a c\u01a1 s\u1edf n\u1ec1n t\u1ea3ng c\u1ee7a c\u00f4ng ty. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c so\u1ea1n th\u1ea3o v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch SWOT th\u00f4ng qua \u0111\u00f3 c\u00e1c \u0111i\u1ec3m m\u1ea1nh, \u0111i\u1ec3m y\u1ebfu, c\u01a1 h\u1ed9i v\u00e0 c\u00e1c m\u1ed1i \u0111e d\u1ecda c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6783 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-3.jpg\" alt=\"C\u00e1c lo\u1ea1i k\u1ebf ho\u1ea1ch kinh doanh \u0111\u1ec1 c\u1eadp \u0111\u1ebfn nhi\u1ec1u y\u1ebfu t\u1ed1 kh\u00e1c nhau\" width=\"960\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-3.jpg 960w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-3-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-3-768x576.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c lo\u1ea1i k\u1ebf ho\u1ea1ch kinh doanh \u0111\u1ec1 c\u1eadp \u0111\u1ebfn nhi\u1ec1u y\u1ebfu t\u1ed1 kh\u00e1c nhau\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i c\u1ee7a business plan\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 m\u1ed9t s\u1ed1 c\u00f4ng vi\u1ec7c c\u01a1 b\u1ea3n \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u tr\u01b0\u1edbc khi b\u1ea1n th\u1ef1c s\u1ef1 ng\u1ed3i xu\u1ed1ng \u0111\u1ec3 \u003C\/span\u003E\u003Cb\u003El\u1eadp k\u1ebf ho\u1ea1ch kinh doanh \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Echo doanh nghi\u1ec7p c\u1ee7a m\u00ecnh. Hi\u1ec3u r\u00f5 nh\u1eefng g\u00ec ph\u1ea3i c\u00f3 trong b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t trong s\u1ed1 \u0111\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f3m t\u1eaft quy tr\u00ecnh \u0111i\u1ec1u h\u00e0nh: M\u1ed9t b\u1ea3n t\u00f3m t\u1eaft \u0111i\u1ec1u h\u00e0nh s\u1ebd \u0111\u01b0a ra m\u1ed9t b\u1ee9c tranh r\u00f5 r\u00e0ng v\u1ec1 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c v\u00e0 m\u1ee5c ti\u00eau c\u1ee7a doanh nghi\u1ec7p c\u1ee7a b\u1ea1n ngay t\u1eeb \u0111\u1ea7u. M\u1eb7c d\u00f9 gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3 th\u01b0\u1eddng \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 th\u1ea5p, nh\u01b0ng n\u00f3 c\u00f3 th\u1ec3 c\u1ef1c k\u1ef3 h\u1eefu \u00edch trong vi\u1ec7c t\u1ea1o \u1ea5n t\u01b0\u1ee3ng \u0111\u1ea7u ti\u00ean c\u1ee7a ng\u01b0\u1eddi \u0111\u1ecdc v\u1ec1 doanh nghi\u1ec7p c\u1ee7a b\u1ea1n. Nh\u01b0 v\u1eady, n\u00f3 c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh \u00fd ki\u1ebfn \u200b\u200bc\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 nh\u00e0 \u0111\u1ea7u t\u01b0 ngay t\u1eeb \u0111\u1ea7u.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 t\u1ea3 kinh doanh: M\u00f4 t\u1ea3 kinh doanh k\u1ef9 l\u01b0\u1ee1ng s\u1ebd lo\u1ea1i b\u1ecf m\u1ecdi s\u1ef1 m\u01a1 h\u1ed3 c\u1ee7a b\u1ea1n. M\u1ed9t b\u1ea3n m\u00f4 t\u1ea3 kinh doanh tuy\u1ec7t v\u1eddi s\u1ebd gi\u1ea3i th\u00edch quy m\u00f4 v\u00e0 c\u1ea5u tr\u00fac c\u1ee7a c\u00f4ng ty c\u0169ng nh\u01b0 v\u1ecb tr\u00ed c\u1ee7a n\u00f3 tr\u00ean th\u1ecb tr\u01b0\u1eddng. N\u00f3 c\u0169ng m\u00f4 t\u1ea3 lo\u1ea1i s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u00e0 c\u00f4ng ty cung c\u1ea5p. N\u00f3 th\u1eadm ch\u00ed c\u00f2n v\u1ea1ch r\u00f5 khi n\u00e0o c\u00f4ng ty s\u1ebd tho\u00e1i tr\u00e0o v\u00e0 c\u1ea7n ph\u1ee5c h\u1ed3i, \u0111\u1ed5i m\u1edbi. Quan tr\u1ecdng nh\u1ea5t, n\u00f3 nh\u1ea5n m\u1ea1nh v\u00e0o USP c\u1ee7a c\u00e1c s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 so v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh c\u1ee7a b\u1ea1n tr\u00ean th\u1ecb tr\u01b0\u1eddng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng: Ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng gi\u00fap x\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed hi\u1ec7n t\u1ea1i c\u1ee7a m\u1ed9t doanh nghi\u1ec7p v\u00e0 ph\u00e2n t\u00edch ph\u1ea1m vi m\u1edf r\u1ed9ng trong t\u01b0\u01a1ng lai. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u00fap \u0111\u00e1nh gi\u00e1 c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0, khuy\u1ebfn m\u00e3i, ti\u1ebfp th\u1ecb v\u00e0 ph\u00e2n ph\u1ed1i s\u1ea3n ph\u1ea9m. Hi\u1ec3u bi\u1ebft s\u00e2u v\u1ec1 th\u1ecb tr\u01b0\u1eddng s\u1ebd gi\u00fap m\u1ed9t doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u1ea1nh tranh v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch th\u00e0nh c\u00f4ng v\u1ec1 l\u00e2u d\u00e0i.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHo\u1ea1t \u0111\u1ed9ng v\u00e0 qu\u1ea3n l\u00fd: C\u00f3 h\u00ecnh th\u1ee9c gi\u1ed1ng v\u1edbi m\u1ed9t v\u0103n b\u1ea3n, k\u1ebf ho\u1ea1ch n\u00e0y cho ph\u00e9p m\u1ed9t doanh nghi\u1ec7p gi\u1ea3i th\u00edch c\u00e1c \u0111\u1eb7c tr\u01b0ng c\u1ee7a m\u00ecnh cho ng\u01b0\u1eddi \u0111\u1ecdc v\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh. N\u00f3 gi\u1edbi thi\u1ec7u c\u00e1c c\u00e1ch th\u1ee9c m\u00e0 c\u00f4ng ty c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1c s\u1ea3n ph\u1ea9m l\u1edbn h\u01a1n v\u00e0 v\u01b0\u1ee3t tr\u1ed9i v\u1edbi m\u1ee9c gi\u00e1 r\u1ebb h\u01a1n v\u00e0 trong th\u1eddi gian ng\u1eafn h\u01a1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh: \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t c\u1ee7a k\u1ebf ho\u1ea1ch kinh doanh v\u00e0 ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 nh\u00e0 t\u00e0i tr\u1ee3. N\u00f3 y\u00eau c\u1ea7u c\u00f4ng ty tr\u00ecnh b\u00e0y minh b\u1ea1ch c\u00e1c ch\u00ednh s\u00e1ch t\u00e0i ch\u00ednh v\u00e0 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng. \u0110\u00f4i khi, m\u1ed9t b\u00e1o c\u00e1o t\u00e0i ch\u00ednh 5 n\u0103m c\u0169ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u \u0111\u01b0a v\u00e0o \u0111\u1ec3 hi\u1ec3n th\u1ecb c\u00e1c ho\u1ea1t \u0111\u1ed9ng v\u00e0 l\u1ee3i nhu\u1eadn trong qu\u00e1 kh\u1ee9. K\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh \u0111\u01b0a ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh hi\u1ec7n t\u1ea1i, d\u1ef1 b\u00e1o t\u01b0\u01a1ng lai v\u00e0 t\u1ed5ng gi\u00e1 tr\u1ecb \u01b0\u1edbc t\u00ednh c\u1ee7a c\u00f4ng ty.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6784 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-4.jpg\" alt=\"C\u00e1c y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i kh\u00f4ng \u0111\u01b0\u1ee3c b\u1ecf qua c\u1ee7a business plan\u00a0\" width=\"616\" height=\"411\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-4.jpg 616w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-4-300x200.jpg 300w\" sizes=\"(max-width: 616px) 100vw, 616px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i kh\u00f4ng \u0111\u01b0\u1ee3c b\u1ecf qua c\u1ee7a business plan\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EL\u1eadp k\u1ebf ho\u1ea1ch kinh doanh \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Es\u1ebd t\u1ea1o n\u00ean kh\u1edfi \u0111\u1ea7u t\u1ed1t v\u00e0 h\u1ee9a h\u1eb9n t\u01b0\u01a1ng lai b\u1ec1n v\u1eefng cho m\u1ed9t doanh nghi\u1ec7p. C\u00f4ng t\u00e1c ph\u00e2n t\u00edch v\u00e0 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu khi l\u1eadp m\u1ed9t b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh ho\u00e0n ch\u1ec9nh. Theo d\u00f5i website c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 c\u00f3 th\u00eam nhi\u1ec1u th\u00f4ng tin h\u1eefu \u00edch v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ngay h\u00f4m nay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ENgo\u00e0i vi\u1ec7c l\u1eadp ra m\u1ed9t k\u1ebf ho\u1ea1ch kinh doanh c\u1ee5 th\u1ec3, b\u1ea1n c\u0169ng c\u1ea7n ph\u1ea3i trao d\u1ed3i ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n c\u1ee7a m\u00ecnh trong l\u0129nh v\u1ef1c n\u00e0y. Ch\u00ednh v\u00ec v\u1eady, h\u00e3y tham gia ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Ekh\u00f3a h\u1ecdc ba\u003C\/a\u003E\u003C\/strong\u003E t\u1ea1i Cole nh\u00e9!\u003C\/p\u003E\n\u003Cp\u003E>>Tham kh\u1ea3o th\u00eam \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/xay-dung-bao-cao-kpi-mua-sam-procurement-analytics-dashboard\/\"\u003Ec\u00e1ch x\u00e2y d\u1ef1ng b\u00e1o c\u00e1o & KPI mua s\u1eafm\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Kh\u00f4ng quan tr\u1ecdng n\u1ebfu b\u1ea1n c\u00f3 m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u1edbi m\u1ed9t \u00fd t\u01b0\u1edfng tuy\u1ec7t v\u1eddi ho\u1eb7c s\u1edf h\u1eefu m\u1ed9t s\u1ea3n ph\u1ea9m \u0111\u1ed9c \u0111\u00e1o. B\u1ea1n kh\u00f4ng th\u1ec3 \u0111i xa h\u01a1n n\u1ebfu kh\u00f4ng c\u00f3 m\u1ed9t l\u1ed9 tr\u00ecnh chi ti\u1ebft – m\u1ed9t b\u1ea3n k\u1ebf ho\u1ea1ch kinh doanh. \u0110\u1ec3 b\u1eaft \u0111\u1ea7u \u0111i s\u00e2u v\u00e0o c\u00e1c chi ti\u1ebft […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lap-ke-hoach-kinh-doanh-1-1.jpg"},{"ID":6772,"post_title":"6 l\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst \u0111\u01b0\u1ee3c theo \u0111u\u1ed5i nhi\u1ec1u nh\u1ea5t b\u1ea1n c\u1ea7n bi\u1ebft","post_date":"03\/12\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EL\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 y\u1ebfu t\u1ed1 \u0111\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc khi h\u1ecdc v\u00e0 l\u00e0m ph\u00e2n t\u00edch kinh doanh. L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c c\u00e1c con \u0111\u01b0\u1eddng \u0111\u00fang \u0111\u1eafn ph\u00f9 h\u1ee3p v\u1edbi b\u1ea3n th\u00e2n? B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u v\u00e0 l\u1ef1a ch\u1ecdn \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eph\u00f9 h\u1ee3p nh\u1ea5t.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EBusiness Analyst l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh nghi\u00ean c\u1ee9u c\u00e1c quy tr\u00ecnh, th\u1ee7 t\u1ee5c v\u1eadn h\u00e0nh v\u00e0 b\u1ed9 d\u1eef li\u1ec7u l\u1edbn c\u1ee7a c\u00f4ng ty \u0111\u1ec3 t\u00ecm c\u00e1ch n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1ed5 ch\u1ee9c trong khi \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u1ed1t h\u01a1n. M\u1eb7c d\u00f9 c\u00e1c business analysts c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 c\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch qu\u1ea3n l\u00fd, nh\u01b0ng \u0111\u1eebng nh\u1ea7m l\u1eabn h\u1ecd v\u1edbi c\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u – data analysts.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh l\u00e0m vi\u1ec7c v\u1edbi nh\u00e0 qu\u1ea3n l\u00fd \u0111\u1ec3 c\u1eaft gi\u1ea3m chi ph\u00ed, nh\u1eefng g\u00ec thi\u1ebfu hi\u1ec7u qu\u1ea3 v\u00e0 th\u00fac \u0111\u1ea9y kh\u1ea3 n\u0103ng c\u1ea1nh tranh c\u1ee7a c\u00f4ng ty trong th\u1ecb tr\u01b0\u1eddng kinh doanh hi\u1ec7n \u0111\u1ea1i. H\u1ecd s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 n\u0103ng ph\u00e2n t\u00edch c\u1ee7a m\u00ecnh \u0111\u1ec3 hi\u1ec3u v\u00e0 \u00e1p d\u1ee5ng c\u00e1c chi\u1ebfn l\u01b0\u1ee3c t\u1eadp trung v\u00e0o d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p nh\u1ea5t \u0111\u1ec3 t\u0103ng gi\u00e1 tr\u1ecb m\u1ee5c ti\u00eau c\u1ed1t l\u00f5i c\u1ee7a c\u00f4ng ty.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6773 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-1.jpg\" alt=\"Vai tr\u00f2 c\u1ee7a Business Analyst\u00a0\" width=\"1200\" height=\"800\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-1.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-1-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-1-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-1-768x512.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVai tr\u00f2 c\u1ee7a Business Analyst\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh c\u1ea7n ph\u1ea3i l\u00e0m nh\u1eefng g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00e1ch nhi\u1ec7m ch\u00ednh c\u1ee7a m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch kinh doanh l\u00e0 t\u00ecm nh\u1eefng khu v\u1ef1c m\u00e0 doanh nghi\u1ec7p c\u1ea7n ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n v\u00e0 mang l\u1ea1i doanh thu t\u1ed1t h\u01a1n. C\u00f4ng vi\u1ec7c n\u00e0y l\u00e0 m\u1ed9t vai tr\u00f2 nghi\u00ean c\u1ee9u c\u00f3 quy m\u00f4 r\u1ed9ng r\u00e3i trong \u0111\u00f3 c\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh trong h\u1ec7 th\u1ed1ng ph\u00e2n c\u1ea5p l\u00e0m vi\u1ec7c c\u00f9ng nhau \u0111\u1ec3 chia s\u1ebb c\u00e1c b\u00e1o c\u00e1o c\u1ee7a h\u1ecd v\u00e0 c\u00f9ng t\u00ecm nh\u1eefng h\u01b0\u1edbng \u0111i t\u1ed1t h\u01a1n cho m\u1ed9t doanh nghi\u1ec7p \u0111\u1ec3 c\u1ea3i thi\u1ec7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 tr\u00e1ch nhi\u1ec7m quan tr\u1ecdng trong \u003C\/span\u003E\u003Cb\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENghi\u00ean c\u1ee9u, ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 ch\u1ee9c n\u0103ng v\u00e0 k\u1ef9 thu\u1eadt trong kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ecm c\u00e1ch t\u1ed1t h\u01a1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n t\u00ednh hi\u1ec7u qu\u1ea3 v\u00e0 th\u00fac \u0111\u1ea9y n\u0103ng su\u1ea5t m\u1ed7i c\u00e1 nh\u00e2n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch c\u00e1c t\u1eadp d\u1eef li\u1ec7u m\u1edf r\u1ed9ng th\u00f4ng qua Excel v\u00e0 SQL\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebft h\u1ee3p \u0111\u1ed3 h\u1ecda v\u00e0 h\u00ecnh \u1ea3nh nh\u01b0 b\u1ea3ng,… \u0111\u1ec3 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrang b\u1ecb v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o hi\u1ec7u su\u1ea5t m\u01b0\u1ee3t m\u00e0 h\u01a1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u00e1m tuy\u1ec3n c\u00e1c m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh ph\u00f9 h\u1ee3p v\u1edbi doanh thu c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e1nh gi\u00e1 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh c\u0169ng nh\u01b0 c\u00e1c k\u1ebf ho\u1ea1ch trong t\u01b0\u01a1ng lai\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00f3ng khung c\u1ea5u tr\u00fac c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c, b\u00ean trong v\u00e0 b\u00ean ngo\u00e0i\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ea5y tr\u01b0\u1edbc, d\u1ef1 b\u00e1o v\u00e0 d\u1ef1 \u0111o\u00e1n ph\u00e2n t\u00edch cho ng\u00e2n s\u00e1ch\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6774 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-2.jpg\" alt=\"C\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh\" width=\"1024\" height=\"576\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-2.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-2-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-2-768x432.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n c\u1ee7a m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng b\u1eb1ng c\u1ea5p, ch\u1ee9ng ch\u1ec9 b\u1ea1n c\u1ea7n s\u1edf h\u1eefu khi quy\u1ebft \u0111\u1ecbnh theo \u0111u\u1ed5i \u003C\/span\u003E\u003Cb\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eb1ng t\u1ed1t nghi\u1ec7p ng\u00e0nh kinh t\u1ebf l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u v\u00ec n\u00f3 s\u1ebd bao g\u1ed3m m\u1ed9t s\u1ed1 ch\u1ee7 \u0111\u1ec1 quan tr\u1ecdng nh\u01b0 qu\u1ea3n tr\u1ecb kinh doanh, s\u1ef1 nh\u1ea1y b\u00e9n trong kinh doanh, qu\u1ea3n l\u00fd ho\u1ea1t \u0111\u1ed9ng, ngu\u1ed3n nh\u00e2n l\u1ef1c, h\u1eadu c\u1ea7n, t\u00e0i ch\u00ednh, k\u1ebf to\u00e1n v\u00e0 qu\u1ea3n l\u00fd kinh doanh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eb1ng th\u1ea1c s\u0129 kinh doanh nh\u01b0 MBA c\u0169ng c\u00f3 th\u1ec3 cung c\u1ea5p cho b\u1ea1n ki\u1ebfn \u200b\u200bth\u1ee9c b\u1ea1n c\u1ea7n \u0111\u1ec3 \u0111\u1ea3m nh\u1eadn vai tr\u00f2 n\u00e0y.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00e1c v\u1edbi nh\u1eefng \u0111i\u1ec1u n\u00e0y, b\u1ea1n n\u00ean tham gia kh\u00f3a h\u1ecdc c\u1ea5p ch\u1ee9ng nh\u1eadn \u0111\u1ec3 apply v\u00e0o nh\u1eefng v\u1ecb tr\u00ed ph\u00e2n t\u00edch kinh doanh c\u01a1 b\u1ea3n kh\u00f4ng y\u00eau c\u1ea7u kinh nghi\u1ec7m. Nh\u1eefng ch\u1ee9ng ch\u1ec9 n\u00e0y l\u00e0:\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECertified Business Analyst Professional (CBAP)\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECertified Management Consultant\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u0169ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u \u0111\u1ec3 apply cho v\u1ecb tr\u00ed BA kh\u00f4ng y\u00eau c\u1ea7u kinh nghi\u1ec7m. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 c\u00f3 ngh\u0129a l\u00e0 b\u1ea5t k\u1ef3 kh\u00f3a \u0111\u00e0o t\u1ea1o th\u1ef1c t\u1eadp ho\u1eb7c c\u00f4ng nghi\u1ec7p n\u00e0o b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 tham gia trong khi h\u1ecdc l\u1ea5y b\u1eb1ng c\u1eed nh\u00e2n ho\u1eb7c b\u1eb1ng master.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6775 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-3.png\" alt=\"C\u00e1c c\u1ea5p \u0111\u1ed9 ch\u1ee9ng ch\u1ec9 BA\" width=\"1522\" height=\"577\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-3.png 1522w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-3-300x114.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-3-1024x388.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-3-768x291.png 768w\" sizes=\"(max-width: 1522px) 100vw, 1522px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c c\u1ea5p \u0111\u1ed9 ch\u1ee9ng ch\u1ec9 BA\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EBusiness Analyst\u00a0 c\u00f3 ph\u1ea3i l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn t\u1ed1t \u0111\u1ec3 theo \u0111u\u1ed5i hay kh\u00f4ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 tr\u1ea3 l\u1eddi t\u1ed1t nh\u1ea5t c\u00e2u h\u1ecfi \u0111\u00f3, h\u00e3y xem x\u00e9t nh\u1eefng g\u00ec v\u1ecb tr\u00ed \u0111\u00f2i h\u1ecfi \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u003C\/span\u003E\u003Cb\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Et\u1ed1t nh\u1ea5t. M\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng ty \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c c\u01a1 h\u1ed9i c\u1ea3i ti\u1ebfn trong \u0111i\u1ec1u h\u00e0nh v\u00e0 quy tr\u00ecnh kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u00fap thi\u1ebft k\u1ebf ho\u1eb7c s\u1eeda \u0111\u1ed5i c\u00e1c h\u1ec7 th\u1ed1ng kinh doanh hi\u1ec7n c\u00f3 v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng CNTT\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c b\u00ean li\u00ean quan trong kinh doanh v\u00e0 c\u00e1c chuy\u00ean gia v\u1ec1 ch\u1ee7 \u0111\u1ec1 (SME) \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 nhu c\u1ea7u v\u00e0 v\u1ea5n \u0111\u1ec1 c\u1ee7a h\u1ecd\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1eadp h\u1ee3p t\u00e0i li\u1ec7u v\u00e0 ph\u00e2n t\u00edch c\u00e1c nhu c\u1ea7u v\u00e0 y\u00eau c\u1ea7u c\u1ee7a c\u00f4ng ty\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 kinh doanh v\u00e0 thi\u1ebft k\u1ebf c\u00e1c gi\u1ea3i ph\u00e1p k\u1ef9 thu\u1eadt\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed5ng h\u1ee3p c\u00e1c thi\u1ebft k\u1ebf ch\u1ee9c n\u0103ng v\u00e0 k\u1ef9 thu\u1eadt c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng c\u1ee7a c\u00f4ng ty\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ee3p t\u00e1c v\u1edbi c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n \u0111\u00fang\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o th\u1eed nghi\u1ec7m h\u1ec7 th\u1ed1ng, t\u1ea1o t\u00e0i li\u1ec7u h\u1ec7 th\u1ed1ng v\u00e0 h\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u00fang ta s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 ch\u01a1i trong m\u1ed9t x\u00e3 h\u1ed9i n\u01a1i d\u1eef li\u1ec7u \u1edf kh\u1eafp m\u1ecdi n\u01a1i. C\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn ch\u1ee9a th\u00f4ng tin c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady. C\u00e1c c\u00f4ng ty mu\u1ed1n t\u0103ng l\u1ee3i th\u1ebf c\u1ea1nh tranh r\u1ea5t c\u1ea7n ai \u0111\u00f3 c\u00f3 th\u1ec3 thu th\u1eadp, ph\u00e2n t\u00edch v\u00e0 \u00e1p d\u1ee5ng c\u00e1c b\u1ed9 d\u1eef li\u1ec7u c\u00f3 t\u00ednh x\u00e2y d\u1ef1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00f3 l\u00e0 nh\u1eefng g\u00ec c\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh l\u00e0m. H\u1ecd c\u00f3 ch\u1ee9c n\u0103ng nh\u01b0 m\u1ed9t c\u1ed7 m\u00e1y n\u1ed9i b\u1ed9 gi\u00fap thu th\u1eadp, qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n ph\u1ed1i d\u1eef li\u1ec7u li\u00ean quan gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u00fang ta c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y c\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh trong t\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh, bao g\u1ed3m m\u1ecdi lo\u1ea1i h\u00ecnh doanh nghi\u1ec7p, c\u01a1 quan ch\u00ednh ph\u1ee7 v\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c phi l\u1ee3i nhu\u1eadn. M\u1eb7c d\u00f9 b\u1ea5t k\u1ef3 ng\u00e0nh c\u00f4ng nghi\u1ec7p n\u00e0o c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb chuy\u00ean m\u00f4n ph\u00e2n t\u00edch kinh doanh, c\u00e1c c\u00f4ng ty t\u01b0 v\u1ea5n qu\u1ea3n l\u00fd v\u00e0 c\u00e1c c\u00f4ng ty li\u00ean quan \u0111\u1ebfn CNTT chi\u1ebfm ph\u1ea7n l\u1edbn. C\u00e1c c\u00f4ng ty chuy\u00ean v\u1ec1 k\u1ebf to\u00e1n, t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng \u0111\u1ea7u t\u01b0 v\u00e0 nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng c\u0169ng cung c\u1ea5p c\u00e1c c\u01a1 h\u1ed9i quan tr\u1ecdng cho c\u00e1c business analyst.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f3m l\u1ea1i, d\u1eef li\u1ec7u l\u00e0 lo\u1ea1i ti\u1ec1n t\u1ec7 m\u00e0 l\u0129nh v\u1ef1c th\u01b0\u01a1ng m\u1ea1i s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u1ed5i l\u1ea5y th\u00e0nh c\u00f4ng. C\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u v\u00e0 c\u00e1c b\u1ed9 ph\u1eadn n\u1ed9i b\u1ed9, \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh, s\u00e1ng su\u1ed1t, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u1ec3 th\u00fac \u0111\u1ea9y l\u1ee3i nhu\u1eadn v\u00e0 c\u1ee7ng c\u1ed1 danh ti\u1ebfng c\u00f4ng ty. B\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o mu\u1ed1n th\u00e0nh c\u00f4ng ng\u00e0y h\u00f4m nay \u0111\u1ec1u n\u00ean thu\u00ea m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh c\u1ee7a b\u00ean th\u1ee9 ba l\u00e0m t\u01b0 v\u1ea5n ho\u1eb7c tuy\u1ec3n d\u1ee5ng m\u1ed9t v\u1ecb tr\u00ed BA n\u1ed9i b\u1ed9.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6777 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-4.jpg\" alt=\"L\u1ed9 tr\u00ecnh th\u0103ng ti\u1ebfn c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t BA\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-4.jpg 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-4-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-4-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-4-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ed9 tr\u00ecnh th\u0103ng ti\u1ebfn c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t BA\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E06 l\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst \u0111\u01b0\u1ee3c theo \u0111u\u1ed5i nhi\u1ec1u nh\u1ea5t\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1edbc khi \u0111i nh\u1eefng b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean c\u1ee7a \u003C\/span\u003E\u003Cb\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, b\u1ea1n c\u1ea7n c\u00f3 s\u1ef1 chu\u1ea9n b\u1ecb k\u1ef9 c\u00e0ng. B\u1ea1n c\u1ea7n m\u1ed9t n\u1ec1n t\u1ea3ng kinh doanh t\u1ed1t ho\u1eb7c ki\u1ebfn \u200b\u200bth\u1ee9c v\u1eefng ch\u1eafc v\u1ec1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin. H\u1ea7u h\u1ebft c\u00e1c v\u1ecb tr\u00ed ph\u00e2n t\u00edch kinh doanh kh\u00f4ng y\u00eau c\u1ea7u kinh nghi\u1ec7m \u0111\u1ec1u \u0111\u00f2i h\u1ecfi t\u1ed1i thi\u1ec3u b\u1eb1ng C\u1eed nh\u00e2n, th\u01b0\u1eddng l\u00e0 k\u1ebf to\u00e1n, t\u00e0i ch\u00ednh, qu\u1ea3n l\u00fd ho\u1eb7c CNTT.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 c\u00e1c \u003C\/span\u003E\u003Cb\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ph\u1ed5 bi\u1ebfn nh\u1ea5t ng\u00e0y nay:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBusiness Analyst Manager\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 qu\u1ea3n l\u00fd n\u00e0y tuy\u1ec3n d\u1ee5ng v\u00e0 thu\u00ea c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m business analyst, gi\u00e1m s\u00e1t qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o, x\u00e1c \u0111\u1ecbnh th\u1ef1c ti\u1ec5n t\u1ed1t nh\u1ea5t v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c m\u1ee5c ti\u00eau t\u1ed5 ch\u1ee9c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EData Business Analyst\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng, ph\u00e1t tri\u1ec3n bi\u1ec3u \u0111\u1ed3 v\u00e0 t\u1ea1o ra c\u00e1c b\u00e0i thuy\u1ebft tr\u00ecnh tr\u1ef1c quan \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EData Analysis Scientist\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECon \u0111\u01b0\u1eddng s\u1ef1 nghi\u1ec7p n\u00e0y c\u1ef1c k\u1ef3 kh\u00f3 kh\u0103n v\u00ec data analyst scientists ph\u1ea3i tr\u00edch xu\u1ea5t \u00fd ngh\u0129a t\u1eeb d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp, gi\u1ea3i th\u00edch n\u00f3 v\u00e0 s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 t\u1ea1o ra nh\u1eefng insights c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng. B\u1ea1n c\u1ea7n ph\u1ea3i l\u00e0m quen v\u1edbi machine learning v\u00e0 s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea \u0111\u1ec3 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 \u1edf v\u1ecb tr\u00ed n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EInformation Security Analyst\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECybercrime l\u00e0 m\u1ed9t ch\u1ee7 \u0111\u1ec1 n\u00f3ng, v\u00e0 c\u00e1c chuy\u00ean gia an ninh m\u1ea1ng \u0111ang c\u00f3 nhu c\u1ea7u r\u1ea5t l\u1edbn. C\u00e1c nh\u00e0 ph\u00e2n t\u00edch b\u1ea3o m\u1eadt th\u00f4ng tin b\u1ea3o v\u1ec7 c\u00e1c t\u1ed5 ch\u1ee9c kh\u1ecfi t\u1ed9i ph\u1ea1m m\u1ea1ng b\u1eb1ng c\u00e1ch di\u1ec5n gi\u1ea3i d\u1eef li\u1ec7u b\u1ea3o m\u1eadt, gi\u00e1m s\u00e1t c\u00e1c m\u1ea1ng v\u00e0 h\u1ec7 th\u1ed1ng CNTT. N\u1ebfu b\u1ea1n quan t\u00e2m \u0111\u1ebfn ethical hacking, b\u1ea1n s\u1ebd th\u00edch v\u1ecb tr\u00ed n\u00e0y, v\u00ec n\u00f3 th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi ph\u1ea3i t\u00ecm th\u1ea5y nh\u1eefng \u0111i\u1ec3m y\u1ebfu trong c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 lo\u1ea1i b\u1ecf ch\u00fang.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EIT Business Analyst\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVai tr\u00f2 n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i l\u00e0m vi\u1ec7c tr\u00ean nhi\u1ec1u d\u1ef1 \u00e1n v\u00e0 h\u1ec7 \u0111i\u1ec1u h\u00e0nh \u0111\u1ed3ng th\u1eddi ph\u00e1t tri\u1ec3n vai tr\u00f2 quy tr\u00ecnh kinh doanh tr\u1ecdng y\u1ebfu h\u01a1n. \u0110\u00e2y l\u00e0 l\u1ef1a ch\u1ecdn ngh\u1ec1 nghi\u1ec7p l\u00fd t\u01b0\u1edfng cho nh\u1eefng ng\u01b0\u1eddi y\u00eau th\u00edch nh\u1eefng con s\u1ed1 \u0111\u1ea7y th\u1eed th\u00e1ch.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EQuantitative Analyst\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChuy\u00ean gia ph\u00e2n t\u00edch \u0111\u1ecbnh l\u01b0\u1ee3ng t\u1ea1o ra, th\u1ef1c hi\u1ec7n v\u00e0 tr\u00ecnh b\u00e0y c\u00e1c m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc h\u1ed7 tr\u1ee3 c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u00e0i ch\u00ednh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn qu\u1ea3n l\u00fd r\u1ee7i ro, \u0111\u1ea7u t\u01b0 v\u00e0 c\u1ea5u tr\u00fac gi\u00e1 c\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EL\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u01b0a th\u00edch c\u1ee7a b\u1ea1n s\u1ebd m\u01b0\u1ee3t m\u00e0 h\u01a1n n\u1ebfu b\u1ea1n c\u00f3 nh\u1eefng ph\u1ea9m ch\u1ea5t v\u00e0 k\u1ef9 n\u0103ng sau:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 m\u1ed9t ng\u01b0\u1eddi bi\u1ebft l\u1eafng nghe v\u00e0 giao ti\u1ebfp\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1eb5n s\u00e0ng xem x\u00e9t thay \u0111\u1ed5i\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 \u0111a nhi\u1ec7m hi\u1ec7u qu\u1ea3\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBi\u1ebft \u0111\u00e2u l\u00e0 \u01b0u ti\u00ean, d\u1ef1a tr\u00ean nhu c\u1ea7u c\u1ee7a nhi\u1ec1u b\u00ean li\u00ean quan\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1edf th\u00e0nh m\u1ed9t nh\u00e0 \u0111\u00e0m ph\u00e1n gi\u1ecfi, ng\u01b0\u1eddi c\u00f3 th\u1ec3 n\u1eafm b\u1eaft k\u1ecbp th\u1eddi c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng t\u1eeb c\u00e1c b\u00ean li\u00ean quan\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh c\u00e1c c\u01a1 h\u1ed9i \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy tr\u00ecnh c\u00f3 th\u1ec3 n\u00e2ng cao t\u00ednh hi\u1ec7u qu\u1ea3 v\u00e0 c\u1ea3i thi\u1ec7n s\u1ea3n l\u01b0\u1ee3ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m vi\u1ec7c nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a m\u1ed9t nh\u00f3m, bao g\u1ed3m h\u1ee3p t\u00e1c v\u1edbi c\u00e1c c\u00e1 nh\u00e2n v\u00e0 c\u00e1c nh\u00f3m b\u00ean ngo\u00e0i\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6776 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-5.jpg\" alt=\"V\u00f4 v\u00e0n l\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst b\u1ea1n c\u00f3 th\u1ec3 theo \u0111u\u1ed5i\" width=\"1440\" height=\"500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-5.jpg 1440w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-5-300x104.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-5-1024x356.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-5-768x267.jpg 768w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00f4 v\u00e0n l\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst b\u1ea1n c\u00f3 th\u1ec3 theo \u0111u\u1ed5i\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 r\u1ea5t nhi\u1ec1u con \u0111\u01b0\u1eddng m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn cho \u003C\/span\u003E\u003Cb\u003El\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ec\u1ee7a m\u00ecnh. Theo d\u00f5i website v\u00e0 tham gia \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Ekh\u00f3a h\u1ecdc business analyst\u003C\/a\u003E\u003C\/strong\u003E c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 c\u00f3 nhi\u1ec1u l\u1ee3i th\u1ebf h\u01a1n trong qu\u00e1 tr\u00ecnh tr\u1edf th\u00e0nh BA th\u00e0nh c\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u00a0\u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/hoc-business-analyst-o-dau\/\"\u003EH\u1ecdc business analyst \u1edf \u0111\u00e2u\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"L\u1ed9 tr\u00ecnh ngh\u1ec1 nghi\u1ec7p Business Analyst l\u00e0 y\u1ebfu t\u1ed1 \u0111\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc khi h\u1ecdc v\u00e0 l\u00e0m ph\u00e2n t\u00edch kinh doanh. L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c c\u00e1c con \u0111\u01b0\u1eddng \u0111\u00fang \u0111\u1eafn ph\u00f9 h\u1ee3p v\u1edbi b\u1ea3n th\u00e2n? B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u v\u00e0 l\u1ef1a ch\u1ecdn l\u1ed9 tr\u00ecnh ngh\u1ec1 […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/lo-trinh-nghe-nghiep-Business-Analyst-5-1.jpg"},{"ID":6765,"post_title":"Hi\u1ec3u v\u1ec1 vai tr\u00f2 v\u00e0 c\u00e1ch tr\u1edf th\u00e0nh m\u1ed9t IT Business Analyst","post_date":"02\/12\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EIT Business Analyst\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 v\u1ecb tr\u00ed c\u00f3 vai tr\u00f2 hi\u1ec3u b\u1ed1i c\u1ea3nh kinh doanh v\u00e0 nhu c\u1ea7u thay \u0111\u1ed5i c\u1ee7a doanh nghi\u1ec7p. N\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m c\u00f3 vai tr\u00f2 l\u00e0 c\u1ea7u n\u1ed1i c\u1ee7a CNTT v\u00e0 kinh doanh trong khi c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t chung c\u1ee7a c\u00f4ng ty. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 v\u1ec1 vai tr\u00f2 v\u00e0 c\u00e1ch tr\u1edf th\u00e0nh \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003EIT Business Analyst\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E chuy\u00ean nghi\u1ec7p.\u003C\/span\u003E\u003C\/i\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EVai tr\u00f2 c\u1ee7a m\u1ed9t IT Business Analyst\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea3i l\u00e0m vi\u1ec7c ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd v\u1edbi nhi\u1ec1u b\u1ed9 ph\u1eadn kh\u00e1c trong doanh nghi\u1ec7p. L\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh, b\u1ea1n ph\u1ea3i t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c team kh\u00e1c nhau \u0111\u1ec3 hi\u1ec3u doanh nghi\u1ec7p hi\u1ec7u qu\u1ea3 h\u01a1n trong qu\u00e1 tr\u00ecnh cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o cho nh\u1eefng th\u00e1ch th\u1ee9c m\u00e0 doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ed1i m\u1eb7t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, vai tr\u00f2 v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh trong c\u00e1c c\u00f4ng ty CNTT c\u0169ng bao g\u1ed3m hi\u1ec3u c\u00e1c y\u00eau c\u1ea7u v\u1ec1 quy \u0111\u1ecbnh v\u00e0 b\u00e1o c\u00e1o. Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m ph\u1ea3i c\u00f3 kinh nghi\u1ec7m trong vi\u1ec7c t\u1ea1o ra c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u00f3 ch\u1ee9c n\u0103ng kh\u00e1c nhau b\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p. M\u1ed9t s\u1ed1 vai tr\u00f2 v\u00e0 ngh\u0129a v\u1ee5 \u0111i\u1ec3n h\u00ecnh c\u1ee7a m\u1ed9t \u003C\/span\u003E\u003Cb\u003EIT Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 hi\u1ec3u c\u00e1c y\u00eau c\u1ea7u kinh doanh t\u1eeb nhi\u1ec1u b\u00ean li\u00ean quan v\u00e0 x\u1ebfp lo\u1ea1i c\u00e1c \u01b0u ti\u00ean\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3i th\u00edch c\u00e1c y\u00eau c\u1ea7u kinh doanh v\u00e0 \u0111\u01a1n gi\u1ea3n h\u00f3a ch\u00fang \u0111\u1ec3 d\u1ec5 d\u00e0ng ph\u00e2n t\u00edch qu\u1ea3n l\u00fd c\u1ea5p cao \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh chi\u1ebfn l\u01b0\u1ee3c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean c\u00e1c y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh, t\u1ea1o c\u00e1c \u0111\u1ec1 xu\u1ea5t qu\u1ea3n l\u00fd thay \u0111\u1ed5i v\u00e0 h\u01b0\u1edbng t\u1edbi vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau d\u00e0i h\u1ea1n c\u1ee7a t\u1ed5 ch\u1ee9c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EXem x\u00e9t c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u1ea7n thi\u1ebft cho qu\u00e1 tr\u00ecnh qu\u1ea3n l\u00fd c\u00e1c thay \u0111\u1ed5i m\u00e0 v\u1eabn s\u1eafp x\u1ebfp hi\u1ec7u qu\u1ea3 c\u00e1c y\u00eau c\u1ea7u c\u1ee7a doanh nghi\u1ec7p\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m vi\u1ec7c v\u00e0 h\u1ee3p t\u00e1c ch\u1eb7t ch\u1ebd v\u1edbi ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 k\u1ef9 thu\u1eadt v\u00e0 nh\u00f3m ph\u00e1t tri\u1ec3n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o team hi\u1ec3u r\u00f5 c\u00e1c y\u00eau c\u1ea7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c sessions thi\u1ebft k\u1ebf ph\u00f9 h\u1ee3p v\u1edbi nh\u00f3m tri\u1ec3n khai d\u1ef1 \u00e1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECung c\u1ea5p c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh x\u00e1c c\u1ee7a thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng, quy t\u1eafc kinh doanh v\u00e0 c\u00e1c s\u1ea3n ph\u1ea9m cung c\u1ea5p c\u00f3 li\u00ean quan kh\u00e1c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETi\u1ebfp c\u1eadn v\u00e0 l\u1ea5y th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n t\u1eeb b\u00ean trong t\u1ed5 ch\u1ee9c trong khi ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o c\u00e1c xu h\u01b0\u1edbng d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh x\u00e1c th\u1ef1c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1 v\u1ee1 c\u00e1c y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt v\u00e0 ki\u1ebfn \u200b\u200btr\u00fac \u0111\u1ec3 to\u00e0n b\u1ed9 nh\u00f3m hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c y\u00eau c\u1ea7u v\u1ec1 c\u1ea5u tr\u00fac v\u00e0 k\u1ef9 thu\u1eadt\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh kh\u00f4ng li\u00ean quan tr\u1ef1c ti\u1ebfp \u0111\u1ebfn vi\u1ec7c th\u1ef1c hi\u1ec7n m\u1ed9t d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m. Tuy nhi\u00ean, chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh \u0111ang t\u00edch c\u1ef1c tham gia v\u00e0o vi\u1ec7c n\u1eafm b\u1eaft c\u00e1c y\u00eau c\u1ea7u kinh doanh m\u1edbi v\u00e0 truy\u1ec1n \u0111\u1ea1t ch\u00fang v\u1edbi nh\u00f3m ph\u00e1t tri\u1ec3n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh tr\u1ef1c ti\u1ebfp l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u00ean li\u00ean quan v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m chuy\u1ec3n giao ki\u1ebfn \u200b\u200bth\u1ee9c n\u00e0y cho c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh c\u0169ng gi\u00fap qu\u1ea3n l\u00fd h\u00ecnh dung nhu c\u1ea7u trong t\u01b0\u01a1ng lai gi\u1eefa c\u00e1c quy tr\u00ecnh v\u00e0 m\u00f4 h\u00ecnh kinh doanh thay \u0111\u1ed5i\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6766 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-1.jpg\" alt=\"Vai tr\u00f2 \u0111a d\u1ea1ng c\u1ee7a IT Business Analyst\" width=\"770\" height=\"451\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-1.jpg 770w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-1-300x176.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-1-768x450.jpg 768w\" sizes=\"(max-width: 770px) 100vw, 770px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVai tr\u00f2 \u0111a d\u1ea1ng c\u1ee7a IT Business Analyst\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m ph\u1ea3i c\u00f3 b\u1ed9 k\u1ef9 n\u0103ng m\u1ec1m tuy\u1ec7t v\u1eddi ngo\u00e0i c\u00e1c y\u00eau c\u1ea7u ki\u1ebfn \u200b\u200bth\u1ee9c k\u1ef9 thu\u1eadt v\u00e0 chuy\u00ean m\u00f4n y\u00eau c\u1ea7u. Anh \u1ea5y\/c\u00f4 \u1ea5y ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng t\u1ed5ng k\u1ebft c\u00e1c b\u00e1o c\u00e1o v\u00e0 ph\u00e2n t\u00edch lu\u1ed3ng d\u1eef li\u1ec7u \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c xu h\u01b0\u1edbng h\u1eefu \u00edch. M\u1ed9t \u003C\/span\u003E\u003Cb\u003EIT Business Analyst \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003El\u00fd t\u01b0\u1edfng s\u1ebd b\u1eaft \u0111\u1ea7u t\u1eeb n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt v\u1edbi s\u1ef1 hi\u1ec3u bi\u1ebft c\u01a1 b\u1ea3n v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7 c\u1ea7n thi\u1ebft. M\u1ed9t s\u1ed1 k\u1ef9 n\u0103ng h\u1eefu \u00edch m\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh ph\u1ea3i th\u00e0nh c\u00f4ng trong vai tr\u00f2 n\u00e0y l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh c\u1ea7n c\u00f3 k\u1ef9 n\u0103ng giao ti\u1ebfp v\u00e0 k\u1ef9 n\u0103ng di\u1ec5n \u0111\u1ea1t b\u1eb1ng ch\u1eef ho\u00e0n h\u1ea3o\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ef1 k\u1ebft h\u1ee3p h\u00e0i h\u00f2a c\u1ee7a chuy\u00ean m\u00f4n v\u1ec1 qu\u1ea3n l\u00fd ch\u01b0\u01a1ng tr\u00ecnh v\u00e0 d\u1ef1 \u00e1n\u00a0\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 b\u1ed9 k\u1ef9 n\u0103ng k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c c\u00e1 nh\u00e2n v\u00e0 t\u01b0 v\u1ea5n s\u1ebd l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf l\u1edbn\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m vi\u1ec7c v\u1edbi m\u1ee9c \u0111\u1ed9 chi ti\u1ebft cao v\u00e0 c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c k\u1ef9 n\u0103ng t\u1ed5 ch\u1ee9c ph\u00f9 h\u1ee3p c\u0169ng r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi s\u1ef1 nghi\u1ec7p c\u1ee7a chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh, v\u00ec anh \u1ea5y\/c\u00f4 \u1ea5y c\u1ea7n l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 v\u1edbi c\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c nhau trong t\u1ed5 ch\u1ee9c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u r\u00f5 v\u1ec1 doanh nghi\u1ec7p v\u00e0 mi\u1ec1n ch\u1ee9c n\u0103ng t\u01b0\u01a1ng \u1ee9ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh c\u00e1c gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p v\u00e0 c\u00f3 hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed v\u00e0 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n, \u0111\u1ed3ng th\u1eddi gi\u1ea3i quy\u1ebft c\u00e1c y\u00eau c\u1ea7u v\u00e0 th\u00e1ch th\u1ee9c trong kinh doanh\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 t\u1ed1t, trong khi \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00f9 h\u1ee3p nh\u01b0 Unified Modeling Language\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 ph\u00e1t tri\u1ec3n y\u00eau c\u1ea7u, d\u00f2ng ch\u1ea3y quy tr\u00ecnh v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c k\u1ecbch b\u1ea3n s\u1eed d\u1ee5ng trong kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 s\u1ef1 hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1ch th\u1ee9c ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh h\u00f3a quy tr\u00ecnh, m\u00f4 h\u00ecnh Agile v\u00e0 m\u00f4 h\u00ecnh th\u00e1c n\u01b0\u1edbc\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone wp-image-6767 size-full aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-2.jpg\" alt=\"IT Business Analyst c\u1ea7n li\u00ean t\u1ee5c trau d\u1ed3i k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c\u00a0\" width=\"832\" height=\"765\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-2.jpg 832w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-2-300x276.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-2-768x706.jpg 768w\" sizes=\"(max-width: 832px) 100vw, 832px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EIT Business Analyst c\u1ea7n li\u00ean t\u1ee5c trau d\u1ed3i k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh IT Business Analyst?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n mu\u1ed1n th\u00e0nh c\u00f4ng trong s\u1ef1 nghi\u1ec7p c\u1ee7a m\u00ecnh v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m, b\u1ea1n s\u1ebd c\u1ea7n b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c vai tr\u00f2 kh\u1edfi \u0111\u1ed9ng nh\u01b0 th\u1ef1c t\u1eadp vi\u00ean qu\u1ea3n l\u00fd, \u0111i\u1ec1u ph\u1ed1i d\u1ef1 \u00e1n ho\u1eb7c ph\u00e2n t\u00edch kinh doanh. Kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i c\u00f3 b\u1eb1ng kinh t\u1ebf \u0111\u1ec3 theo \u0111u\u1ed5i s\u1ef1 nghi\u1ec7p Business Analyst. Tuy nhi\u00ean n\u1ebfu c\u00f3, \u0111\u00e2y s\u1ebd l\u00e0 l\u1ee3i th\u1ebf cho b\u1ea1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 m\u1ed9t v\u00e0i kh\u00f3a h\u1ecdc t\u1ed1t t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p ch\u01b0\u01a1ng tr\u00ecnh training n\u1ed5i ti\u1ebfng nh\u01b0 SimpliLearn cung c\u1ea5p ch\u1ee9ng nh\u1eadn Business Analyst. Kh\u00f3a h\u1ecdc n\u00e0y c\u0169ng c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n ti\u1ebfn th\u00eam c\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 kh\u1edfi \u0111\u1ed9ng s\u1ef1 nghi\u1ec7p c\u1ee7a b\u1ea1n v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m. \u0110\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1ch b\u1eaft \u0111\u1ea7u ph\u1ed5 bi\u1ebfn cho sinh vi\u00ean v\u1ec1 c\u00e1ch tr\u1edf th\u00e0nh m\u1ed9t \u003C\/span\u003E\u003Cb\u003EIT Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. B\u00ean c\u1ea1nh \u0111\u00f3, c\u00e1c sinh vi\u00ean c\u0169ng c\u00f3 th\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c c\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft b\u1eb1ng c\u00e1ch tham d\u1ef1 webinar, h\u1ed9i th\u1ea3o ng\u00e0nh v\u00e0 h\u1ed9i ngh\u1ecb.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6768 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-3.png\" alt=\"Ch\u1ee7 \u0111\u1ed9ng tham gia webinar, workshop v\u1ec1 IT Business Analyst\" width=\"1100\" height=\"619\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-3.png 1100w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-3-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-3-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-3-768x432.png 768w\" sizes=\"(max-width: 1100px) 100vw, 1100px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u1ee7 \u0111\u1ed9ng tham gia webinar, workshop v\u1ec1 IT Business Analyst\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHy v\u1ecdng v\u1edbi b\u00e0i vi\u1ebft tr\u00ean \u0111\u00e2y, b\u1ea1n \u0111\u00e3 h\u00ecnh dung \u0111\u1ea7y \u0111\u1ee7 v\u1ec1 vai tr\u00f2 v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a m\u1ed9t \u003C\/span\u003E\u003Cb\u003EIT Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E th\u1ef1c s\u1ef1. Theo d\u00f5i website \u0111\u1ec3 c\u00f3 th\u00eam nhi\u1ec1u ki\u1ebfn th\u1ee9c b\u1ed5 \u00edch v\u1ec1 data v\u00e0 ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi, \u0111\u1eebng qu\u00ean tham gia v\u00e0o \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u0111\u00e0o t\u1ea1o business analyst\u003C\/a\u003E\u003C\/strong\u003E c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 c\u00f3 ti\u1ec1n \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t IT Business Analyst chuy\u00ean nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/agile-business-analyst\/\"\u003EAgile Business Analyst\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"IT Business Analyst l\u00e0 v\u1ecb tr\u00ed c\u00f3 vai tr\u00f2 hi\u1ec3u b\u1ed1i c\u1ea3nh kinh doanh v\u00e0 nhu c\u1ea7u thay \u0111\u1ed5i c\u1ee7a doanh nghi\u1ec7p. N\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 ph\u1ea7n m\u1ec1m c\u00f3 vai tr\u00f2 l\u00e0 c\u1ea7u n\u1ed1i c\u1ee7a CNTT v\u00e0 kinh doanh trong khi c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t chung c\u1ee7a […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/IT-Business-Analyst-1-1.jpg"},{"ID":6759,"post_title":"Vai tr\u00f2 v\u00e0 k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 \u0111\u1ec3 tr\u1edf th\u00e0nh Agile Business Analyst","post_date":"01\/12\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t team \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003EAgile Business Analyst \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003Es\u1ebd c\u00f3 ba vai tr\u00f2 ch\u00ednh l\u1ea7n l\u01b0\u1ee3t l\u00e0 nh\u00f3m ph\u00e1t tri\u1ec3n, nh\u00f3m th\u1eed nghi\u1ec7m v\u00e0 qu\u1ea3n l\u00fd s\u1ea3n ph\u1ea9m. Trong c\u00e1c nh\u00f3m \u0111i\u1ec3n h\u00ecnh n\u00e0y, ch\u1ee7 s\u1edf h\u1eefu s\u1ea3n ph\u1ea9m l\u00e0 ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng cho d\u1ef1 \u00e1n. Tuy nhi\u00ean, \u0111\u1ec3 t\u1ea1o hi\u1ec7u qu\u1ea3, ch\u1ee7 s\u1edf h\u1eefu s\u1ea3n ph\u1ea9m c\u1ea7n th\u00e0nh th\u1ea1o trong nhi\u1ec1u k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch kinh doanh c\u1ed1t l\u00f5i, \u0111i\u1ec1u m\u00e0 h\u1ecd hi\u1ebfm c\u00f3 \u0111\u01b0\u1ee3c. \u0110\u00e2y l\u00e0 ch\u00ednh l\u00e0 vai tr\u00f2 c\u1ee7a \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003EAgile Business Analyst\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAgile Business Analyst l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch kinh Agile l\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 kinh doanh khi ch\u00fang x\u1ea3y ra. M\u1eb7c d\u00f9 ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a nh\u00f3m Agile t\u1eadp trung v\u00e0o vi\u1ec7c s\u1ea3n xu\u1ea5t c\u00e1c ph\u1ea7n m\u1ec1m l\u00e0m vi\u1ec7c m\u1edbi trong m\u1ed7i v\u00f2ng l\u1eb7p l\u1eb7p ho\u1eb7c ch\u1ea1y n\u01b0\u1edbc r\u00fat, h\u1ecd t\u1eadp trung v\u00e0o m\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a to\u00e0n b\u1ed9 d\u1ef1 \u00e1n. B\u1edfi v\u00ec c\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh Agile kh\u00f4ng qu\u00e1 t\u1eadp trung v\u00e0o vi\u1ec7c ghi l\u1ea1i t\u1ea5t c\u1ea3 c\u00e1c y\u00eau c\u1ea7u v\u00e0 quy t\u1eafc cho d\u1ef1 \u00e1n, h\u1ecd c\u00f3 th\u1ec3 d\u00e0nh nhi\u1ec1u th\u1eddi gian h\u01a1n cho ph\u00e2n t\u00edch kinh doanh th\u1ef1c t\u1ebf.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/business-analyst-la-gi\/\"\u003EBusiness Analyst l\u00e0 g\u00ec?\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAgile Business Analyst l\u00e0 ai?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh Agile (Agile BA) hi\u1ec3u v\u1ec1 d\u1ef1 \u00e1n Agile v\u00e0 c\u00f3 th\u1ec3 gi\u00fap doanh nghi\u1ec7p s\u1eed d\u1ee5ng c\u00e1c nguy\u00ean t\u1eafc Agile. H\u1ecd l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u00ean li\u00ean quan \u0111\u1ec3 gi\u00fap h\u1ecd hi\u1ec3u \u0111\u01b0\u1ee3c l\u1ee3i \u00edch c\u1ee7a Agile v\u00e0 l\u00e0m th\u1ebf n\u00e0o n\u00f3 c\u00f3 th\u1ec3 gi\u00fap \u00edch doanh nghi\u1ec7p c\u1ee7a h\u1ecd. Agile BA c\u0169ng gi\u00fap nh\u00f3m ph\u00e1t tri\u1ec3n hi\u1ec3u c\u00e1c y\u00eau c\u1ea7u kinh doanh v\u00e0 c\u00e1ch h\u1ecd c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p Agile.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6760 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1.png\" alt=\"Hi\u1ec3u v\u1ec1 Agile Business Analyst\" width=\"2475\" height=\"1470\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1.png 2475w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1-300x178.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1-1024x608.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1-768x456.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1-1536x912.png 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-1-2048x1216.png 2048w\" sizes=\"(max-width: 2475px) 100vw, 2475px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u v\u1ec1 Agile Business Analyst\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EVai tr\u00f2 c\u1ee7a Agile Business Analyst\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t trong nh\u1eefng vai tr\u00f2 quan tr\u1ecdng c\u1ee7a Agile Business Analyst \u0111\u00f3 l\u00e0 h\u1ed7 tr\u1ee3 ch\u1ee7 doanh nghi\u1ec7p v\u1edbi quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh h\u1eefu \u00edch \u0111\u1ec3 h\u1ecd kh\u00f4ng g\u1eb7p ph\u1ea3i c\u00e1c sai l\u1ea7m trong d\u1ef1 \u00e1n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 vai tr\u00f2 v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh Agile:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ENh\u1eadn ra nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t BA Agile t\u1ed5 ch\u1ee9c c\u00e1c cu\u1ed9c th\u1ea3o lu\u1eadn v\u1edbi ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u \u0111\u1ec3 hi\u1ec3u c\u00e1c y\u00eau c\u1ea7u c\u1ee7a h\u1ecd v\u00e0 t\u1ea7m nh\u00ecn c\u1ee7a h\u1ecd v\u1ec1 s\u1ea3n ph\u1ea9m. \u0110i\u1ec1u n\u00e0y sau \u0111\u00f3 \u0111\u01b0\u1ee3c chuy\u1ec3n d\u1ecbch th\u00e0nh nhu c\u1ea7u kinh doanh v\u00e0 truy\u1ec1n \u0111\u1ea1t cho c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m \u0111\u1ec3 l\u00e0m cho h\u1ecd hi\u1ec3u \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng v\u00e0 m\u1ee5c ti\u00eau c\u1ee7a d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e2n t\u00edch mi\u1ec1n kinh doanh\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t BA Agile c\u1ea7n ph\u00e2n t\u00edch to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng m\u1ed9t c\u00e1ch chi ti\u1ebft – t\u1eeb l\u1ea7n l\u1eb7p \u0111\u1ea7u ti\u00ean \u0111\u1ebfn giai \u0111o\u1ea1n ph\u00e1t h\u00e0nh c\u1ee7a d\u1ef1 \u00e1n. H\u1ecd l\u00e0m vi\u1ec7c ch\u1eb7t ch\u1ebd v\u1edbi nh\u00f3m ph\u00e1t tri\u1ec3n \u0111\u1ec3 hi\u1ec3u y\u00eau c\u1ea7u ban \u0111\u1ea7u c\u1ee7a d\u1ef1 \u00e1n, ph\u1ea1m vi c\u1ee7a d\u1ef1 \u00e1n v\u00e0 c\u0169ng x\u00e1c \u0111\u1ecbnh c\u00e1c khu v\u1ef1c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ee7a d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EStock v\u00e0 Groom Product Catalog\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c l\u01b0u tr\u1eef Product Catalog \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c Product Catalog \u0111\u1ea1i di\u1ec7n cho ph\u1ea1m vi t\u1ed5ng th\u1ec3 c\u1ee7a d\u1ef1 \u00e1n. Agile BA gi\u00fap ch\u1ee7 s\u1edf h\u1eefu s\u1ea3n ph\u1ea9m thi\u1ebft l\u1eadp Product Catalog t\u1eeb c\u00e1c m\u00f4 h\u00ecnh y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c t\u1ea1o trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ER\u00e0 so\u00e1t c\u00e1c vi\u1ec7c c\u1ea7n l\u00e0m trong d\u1ef1 \u00e1n \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c duy tr\u00ec c\u00f4ng vi\u1ec7c \u0111\u1ec3 n\u00f3 kh\u00f4ng tr\u1edf th\u00e0nh g\u00e1nh n\u1eb7ng cho ch\u1ee7 s\u1edf h\u1eefu s\u1ea3n ph\u1ea9m v\u00e0 nh\u00f3m. Agile BA l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y b\u1eb1ng c\u00e1ch xem x\u00e9t m\u1ee5c \u0111\u00edch, t\u1ed5 ch\u1ee9c v\u00e0 \u01b0u ti\u00ean Product Catalog.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EGi\u00fap \u0111\u1ed9i nh\u00f3m hi\u1ec3u \u0111\u01b0\u1ee3c to\u00e0n c\u1ea3nh d\u1ef1 \u00e1n\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t BA Agile gi\u00fap team n\u1eafm b\u1eaft t\u1ed1t h\u01a1n v\u1ec1 d\u1ef1 \u00e1n v\u00e0 v\u1ecb tr\u00ed c\u1ee7a n\u00f3 trong chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho m\u1ed9t s\u1ed1 cu\u1ed9c th\u1ea3o lu\u1eadn nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c quy tr\u00ecnh kinh doanh n\u00e0o n\u00ean \u0111\u01b0\u1ee3c t\u1ea1o ra, lo\u1ea1i b\u1ecf ho\u1eb7c s\u1eeda \u0111\u1ed5i?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng b\u00ean li\u00ean quan n\u00e0o s\u1ebd tham gia v\u00e0o d\u1ef1 \u00e1n?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u00f4ng tin n\u00e0o n\u00ean \u0111\u01b0\u1ee3c theo d\u00f5i?\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eefng ch\u00ednh s\u00e1ch v\u00e0 quy t\u1eafc n\u00ean \u0111\u01b0\u1ee3c tu\u00e2n th\u1ee7 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u00e0nh vi v\u00e0 quy\u1ebft \u0111\u1ecbnh kinh doanh?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6762 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-AnDiagra2.png\" alt=\"Agile Business Analyst l\u00e0 v\u1ecb tr\u00ed c\u00f3 nhi\u1ec1u vai tr\u00f2 kh\u00e1c nhau\" width=\"800\" height=\"570\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-AnDiagra2.png 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-AnDiagra2-300x214.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-AnDiagra2-768x547.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAgile Business Analyst l\u00e0 v\u1ecb tr\u00ed c\u00f3 nhi\u1ec1u vai tr\u00f2 kh\u00e1c nhau\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t Agile Business Analyst\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBA Agile c\u00f3 hi\u1ec7u su\u1ea5t cao \u0111\u1ea3m b\u1ea3o r\u1eb1ng s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u kinh doanh th\u1ef1c s\u1ef1 v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi m\u00f4i tr\u01b0\u1eddng kinh doanh hi\u1ec7n t\u1ea1i. C\u00e1c k\u1ef9 n\u0103ng ch\u00ednh c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh BA Agile l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EK\u1ef9 n\u0103ng giao ti\u1ebfp t\u1ed1t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t BA Agile c\u1ea7n giao ti\u1ebfp v\u1edbi g\u1ea7n nh\u01b0 t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi v\u00e0 xem x\u00e9t nhu c\u1ea7u v\u00e0 m\u1ed1i quan t\u00e2m c\u1ee7a h\u1ecd. \u0110\u1ed3ng th\u1eddi, h\u1ecd c\u1ea7n \u0111\u1ea3m b\u1ea3o c\u00f3 hi\u1ec3u bi\u1ebft t\u1ed5ng quan v\u1ec1 t\u1ea7m nh\u00ecn v\u00e0 y\u00eau c\u1ea7u c\u1ee7a s\u1ea3n ph\u1ea9m. T\u1ea5t c\u1ea3 nh\u1eefng \u0111i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi c\u00e1c k\u1ef9 n\u0103ng giao ti\u1ebfp t\u1ed1t \u0111\u1ec3 \u0111\u00e0m ph\u00e1n v\u00e0 t\u1ea1o s\u1ee9c \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u1ea3 nh\u00f3m v\u00e0 c\u00e1c b\u00ean li\u00ean quan.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EKi\u1ebfn th\u1ee9c kinh doanh s\u00e2u r\u1ed9ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t BA Agile lu\u00f4n l\u00e0 ng\u01b0\u1eddi ch\u1ee7 \u0111\u1ed9ng cho c\u1ea3 team v\u00e0 c\u00e1c b\u00ean li\u00ean quan. H\u1ecd c\u1ea7n c\u00f3 s\u1ef1 hi\u1ec3u bi\u1ebft th\u1ea5u \u0111\u00e1o v\u1ec1 doanh nghi\u1ec7p, s\u1ea3n ph\u1ea9m v\u00e0 t\u1ea7m nh\u00ecn. Ngo\u00e0i vi\u1ec7c c\u00f3 ki\u1ebfn \u200b\u200bth\u1ee9c chuy\u00ean s\u00e2u v\u1ec1 kinh doanh v\u00e0 s\u1ea3n ph\u1ea9m, h\u1ecd c\u00f2n ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n v\u00e0 \u01b0u ti\u00ean c\u00e1c gi\u00e1 tr\u1ecb doanh nghi\u1ec7p l\u00ean h\u00e0ng \u0111\u1ea7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EKh\u1ea3 n\u0103ng linh ho\u1ea1t v\u00e0 th\u00edch nghe t\u1ed1t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ec c\u00e1c \u0111\u1ed9i ng\u0169 Agile \u0111\u1ec1u c\u00f3 ch\u1ee9c n\u0103ng ch\u00e9o v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 t\u1ed5 ch\u1ee9c, m\u1ed9t BA Agile nhanh ph\u1ea3i h\u1ecdc c\u00e1ch t\u1ef1 nh\u00ecn l\u1ea1i v\u00e0 ngh\u0129 c\u00e1ch \u0111\u1ec3 b\u1ea3n th\u00e2n c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p t\u1ed1t nh\u1ea5t cho team. H\u1ecd s\u1ebd c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng th\u00edch nghi v\u1edbi c\u00e1c y\u00eau c\u1ea7u m\u1edbi v\u00e0 thay \u0111\u1ed5i b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch chi ti\u1ebft tr\u01b0\u1edbc ti\u00ean.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EKi\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt kh\u00e1c nhau\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt Agile l\u00e0m cho nh\u00f3m hi\u1ec7u qu\u1ea3 h\u01a1n. Ch\u00fang gi\u00fap gi\u1ea3m b\u1edbt ho\u1ea1t \u0111\u1ed9ng qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c t\u1ed3n \u0111\u1ecdng, cung c\u1ea5p c\u00e1c h\u1ee3p t\u00e1c th\u1eddi gian th\u1ef1c, \u0111o l\u01b0\u1eddng v\u00e0 b\u00e1o c\u00e1o cho c\u00e1c giai \u0111o\u1ea1n ch\u1ea1y n\u01b0\u1edbc r\u00fat v\u00e0 release s\u1ea3n ph\u1ea9m, v.v.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1eafm b\u1eaft t\u1ed1t c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt kh\u00e1c nhau c\u00f3 s\u1eb5n trong d\u1ef1 \u00e1n Agile l\u00e0 m\u1ed9t k\u1ef9 n\u0103ng quan tr\u1ecdng \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t BA Agile.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6761 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-3.png\" alt=\"Agile Business Analyst c\u1ea7n s\u1edf h\u1eefu nhi\u1ec1u k\u1ef9 n\u0103ng h\u01a1n th\u1ebf\" width=\"560\" height=\"315\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-3.png 560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Agile-Business-Analyst-3-300x169.png 300w\" sizes=\"(max-width: 560px) 100vw, 560px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAgile Business Analyst c\u1ea7n s\u1edf h\u1eefu nhi\u1ec1u k\u1ef9 n\u0103ng h\u01a1n th\u1ebf\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 b\u1ea1n \u0111\u00e3 s\u1edf h\u1eefu nh\u1eefng ki\u1ebfn th\u1ee9c t\u1ed5ng quan nh\u1ea5t v\u1ec1 v\u1ecb tr\u00ed\u003C\/span\u003E\u003Cb\u003E Agile Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. \u0110\u00e2y l\u00e0 v\u1ecb tr\u00ed c\u1ed1t l\u00f5i kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a nhi\u1ec1u doanh nghi\u1ec7p, t\u1eadp \u0111o\u00e0n l\u1edbn. Theo d\u00f5i ngay website c\u1ee7a ch\u00fang t\u00f4i n\u1ebfu mu\u1ed1n theo \u0111u\u1ed5i s\u1ef1 nghi\u1ec7p tr\u1edf th\u00e0nh \u003C\/span\u003E\u003Cb\u003EAgile Business Analyst ngay h\u00f4m nay.\u00a0\u003C\/b\u003E\u003C\/p\u003E\n\u003Cp\u003ETham kh\u1ea3o ngay c\u00e1c b\u00e0i vi\u1ebft ti\u00eau bi\u1ec3u kh\u00e1c v\u1ec1 BA c\u0169ng \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Eh\u1ecdc ba online\u003C\/a\u003E\u003C\/strong\u003E t\u1ea1i website c\u1ee7a ch\u00fang t\u00f4i ngay h\u00f4m nay.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/blog.cole.vn\/nhung-tai-lieu-hay-ve-nghe-ba-business-analysis\/\"\u003ENh\u1eefng quy\u1ec3n s\u00e1ch hay v\u1ec1 ngh\u1ec1 BA\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"M\u1ed9t team Agile Business Analyst s\u1ebd c\u00f3 ba vai tr\u00f2 ch\u00ednh l\u1ea7n l\u01b0\u1ee3t l\u00e0 nh\u00f3m ph\u00e1t tri\u1ec3n, nh\u00f3m th\u1eed nghi\u1ec7m v\u00e0 qu\u1ea3n l\u00fd s\u1ea3n ph\u1ea9m. Trong c\u00e1c nh\u00f3m \u0111i\u1ec3n h\u00ecnh n\u00e0y, ch\u1ee7 s\u1edf h\u1eefu s\u1ea3n ph\u1ea9m l\u00e0 ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng cho d\u1ef1 \u00e1n. Tuy nhi\u00ean, \u0111\u1ec3 t\u1ea1o hi\u1ec7u qu\u1ea3, ch\u1ee7 s\u1edf h\u1eefu […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/12\/Agile-Business-Analyst-1.png"},{"ID":6749,"post_title":"10 C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3","post_date":"30\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chuy\u00ean vi\u00ean tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 y\u00eau c\u1ea7u tr\u1ea3 l\u1eddi nh\u1eefng \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3 \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0111\u1ec3 \u0111\u00e1nh gi\u00e1 ki\u1ebfn \u200b\u200bth\u1ee9c \u1ee9ng vi\u00ean v\u1ec1 m\u1ee9c \u0111\u1ed9 chuy\u00ean s\u00e2u c\u1ee7a m\u00ecnh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y v\u1edbi c\u00e1c c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst c\u00f3 vai tr\u00f2 c\u1ee5 th\u1ec3 s\u1ebd gi\u00fap b\u1ea1n ho\u00e0n th\u00e0nh bu\u1ed5i ph\u1ecfng v\u1ea5n c\u1ee7a m\u00ecnh t\u1ed1t h\u01a1n.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: Gi\u1ea3i th\u00edch chi\u1ebfn thu\u1eadt l\u00e0m vi\u1ec7c \u0111i\u1ec3n h\u00ecnh c\u1ee7a b\u1ea1n cho m\u1ed9t d\u1ef1 \u00e1n\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n quan tr\u1ecdng nh\u1ea5t c\u1ee7a m\u1ed9t business analyst \u0111\u01b0\u1ee3c h\u1ecfi b\u1edfi recruiting manager \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 chi\u1ebfn l\u01b0\u1ee3c c\u00f4ng vi\u1ec7c, k\u1ef9 n\u0103ng teamwork v\u00e0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch c\u00e1c b\u01b0\u1edbc t\u1ed5ng quan m\u00e0 b\u1ea1n follow \u0111\u1ed1i v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m ti\u00eau chu\u1ea9n. V\u00ed d\u1ee5: n\u1ebfu b\u1ea1n \u0111\u00e3 qu\u1ea3n l\u00fd giai \u0111o\u1ea1n l\u1eadp k\u1ebf ho\u1ea1ch c\u1ee7a m\u1ed9t d\u1ef1 \u00e1n, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c cung c\u1ea5p nh\u01b0 m\u1ed9t k\u1ebf ho\u1ea1ch qu\u1ea3n l\u00fd y\u00eau c\u1ea7u, c\u1ea5u tr\u00fac ph\u00e2n chia c\u00f4ng vi\u1ec7c ho\u1eb7c k\u1ebf ho\u1ea1ch truy\u1ec1n th\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed7i doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng kh\u00e1c nhau v\u00e0 c\u00f3 nhu c\u1ea7u ri\u00eang bi\u1ec7t, nh\u01b0ng c\u00e1c b\u01b0\u1edbc c\u01a1 b\u1ea3n n\u00e0y r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c m\u1ed9t task th\u00e0nh c\u00f4ng:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea7u ti\u00ean, b\u1ea1n ph\u1ea3i l\u00e0m r\u00f5 vai tr\u00f2 c\u1ee7a m\u00ecnh v\u00e0 x\u00e1c \u0111\u1ecbnh quan \u0111i\u1ec3m c\u1ee7a c\u00e1c b\u00ean li\u00ean quan trong d\u1ef1 \u00e1n. B\u1ea1n n\u00ean x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1ee5c ti\u00eau ch\u00ednh c\u00f9ng v\u1edbi vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh xung \u0111\u1ed9t k\u1ef3 v\u1ecdng gi\u1eefa c\u00e1c b\u00ean li\u00ean quan.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o m\u1ed9t k\u1ebf ho\u1ea1ch l\u00e0m vi\u1ec7c c\u00e1c b\u01b0\u1edbc, m\u1ed1c th\u1eddi gian v\u00e0 s\u1ea3n ph\u1ea9m.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh c\u00e1c y\u00eau c\u1ea7u ng\u1eafn g\u1ecdn v\u00e0 c\u00f3 th\u1ec3 th\u1ef1c thi\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea3m b\u1ea3o ho\u00e0n th\u00e0nh v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt, v\u00ec nhi\u1ec1u gi\u1ea3i ph\u00e1p y\u00eau c\u1ea7u s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a c\u00e1c nh\u00f3m CNTT.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o t\u00e0i li\u1ec7u v\u00e0 \u0111\u00e0o t\u1ea1o end-users \u0111\u1ec3 th\u1ef1c hi\u1ec7n gi\u1ea3i ph\u00e1p.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECu\u1ed1i c\u00f9ng, \u0111\u00e1nh gi\u00e1 gi\u00e1 tr\u1ecb c\u1ee7a d\u1ef1 \u00e1n. N\u00f3 c\u00f3 ho\u1ea1t \u0111\u1ed9ng kh\u00f4ng, ho\u1eb7c b\u1ea5t k\u1ef3 ph\u1ea7n ti\u1ebfp theo l\u00e0 c\u1ea7n thi\u1ebft?\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n n\u00ean t\u1eadp trung v\u00e0o kinh nghi\u1ec7m c\u1ee7a m\u00ecnh \u0111\u1ec3 m\u00f4 t\u1ea3 c\u00e1c k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n v\u00e0 gi\u1ea3i th\u00edch c\u00e1c chi\u1ebfn thu\u1eadt t\u00f9y ch\u1ec9nh m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6750 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-1.jpg\" alt=\"M\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c chi ti\u1ebft cho m\u1ed9t d\u1ef1 \u00e1n\" width=\"806\" height=\"626\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-1.jpg 806w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-1-300x233.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-1-768x596.jpg 768w\" sizes=\"(max-width: 806px) 100vw, 806px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c chi ti\u1ebft cho m\u1ed9t d\u1ef1 \u00e1n\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: Nh\u1eefng t\u00e0i li\u1ec7u n\u00e0o l\u00e0 c\u1ea7n thi\u1ebft c\u1ee7a m\u1ed9t business analyst? B\u1ea1n \u0111\u00e3 chu\u1ea9n b\u1ecb t\u00e0i li\u1ec7u n\u00e0o trong c\u00e1c c\u00f4ng vi\u1ec7c tr\u01b0\u1edbc \u0111\u00e2y?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t v\u00f2ng \u0111\u1eddi d\u1ef1 \u00e1n s\u1eed d\u1ee5ng nhi\u1ec1u t\u00e0i li\u1ec7u v\u00e0 n\u00f3 ph\u1ee5 thu\u1ed9c v\u00e0o qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng c\u1ee7a m\u1ed9t business analyst:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i li\u1ec7u kh\u1edfi \u0111\u1ea7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i li\u1ec7u th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt y\u00eau c\u1ea7u c\u1ee7a h\u1ec7 th\u1ed1ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i li\u1ec7u y\u00eau c\u1ea7u trong kinh doanh\u003C\/span\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cbr \/\u003E\n\u003C\/span\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i li\u1ec7u ch\u1ee9c n\u0103ng y\u00eau c\u1ea7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EY\u00eau c\u1ea7u Ma tr\u1eadn truy xu\u1ea5t\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1eed d\u1ee5ng t\u00e0i li\u1ec7u th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt tr\u01b0\u1eddng h\u1ee3p\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i li\u1ec7u y\u00eau c\u1ea7u thay \u0111\u1ed5i\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00e0i li\u1ec7u ph\u00e2n t\u00edch s\u1ef1 ch\u00eanh l\u1ec7ch\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi c\u00e2u h\u1ecfi n\u00e0y, chuy\u00ean vi\u00ean qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng mu\u1ed1n hi\u1ec3u m\u1ed9t s\u1ed1 lo\u1ea1i t\u00e0i li\u1ec7u b\u1ea1n \u0111\u00e3 s\u1eed d\u1ee5ng v\u00e0 \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng cung c\u1ea5p th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 kinh doanh c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPro Tip: H\u00e3y ch\u1eafc ch\u1eafn ch\u1ec9 s\u1eed d\u1ee5ng nh\u1eefng t\u00e0i li\u1ec7u m\u00e0 b\u1ea1n quen thu\u1ed9c v\u00e0 c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch chi ti\u1ebft.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: Thu th\u1eadp y\u00eau c\u1ea7u l\u00e0 g\u00ec? B\u1ea1n \u0111\u00e3 bao gi\u1edd tham gia v\u00e0o c\u00e1c cu\u1ed9c h\u1ecdp thu th\u1eadp n\u00e0y ch\u01b0a?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00f3 l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt d\u00f9ng \u0111\u1ec3 thu th\u1eadp th\u00f4ng tin t\u1eeb c\u00e1c b\u00ean li\u00ean quan v\u00e0 ng\u01b0\u1eddi d\u00f9ng. N\u00f3 li\u00ean quan \u0111\u1ebfn c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ho\u1eb7c chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 h\u1ee3p t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng ho\u1eb7c ng\u01b0\u1eddi d\u00f9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t v\u00e0i k\u1ef9 thu\u1eadt thu th\u1eadp y\u00eau c\u1ea7u bao g\u1ed3m:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch t\u00e0i li\u1ec7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ecfng v\u1ea5n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1o m\u1eabu\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBrainstorm\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ea3o lu\u1eadn v\u00e0 quan s\u00e1t\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3o s\u00e1t v\u00e0 \u0111\u1eb7t c\u00e2u h\u1ecfi\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi ph\u1ea7n th\u1ee9 hai c\u1ee7a c\u00e2u h\u1ecfi b\u1eb1ng c\u00e1ch gi\u1ea3i th\u00edch c\u00e1ch b\u1ea1n \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt n\u00e0y nh\u01b0 th\u1ebf n\u00e0o v\u00e0 c\u00e1ch ch\u00fang t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: C\u00e1c lo\u1ea1i s\u01a1 \u0111\u1ed3 kh\u00e1c nhau b\u1ea1n s\u1eed d\u1ee5ng khi l\u00e0 m\u1ed9t BA l\u00e0 g\u00ec? Ch\u00fang t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u00f4ng vi\u1ec7c nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u01b0\u1eddi tuy\u1ec3n d\u1ee5ng c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1eb7t \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng b\u1ea1n hi\u1ec3u c\u00e1c t\u00e0i li\u1ec7u ph\u00e2n t\u00edch kinh doanh ti\u00eau chu\u1ea9n v\u00e0 c\u00e1ch \u00e1p d\u1ee5ng ch\u00fang v\u00e0o tr\u01b0\u1eddng h\u1ee3p c\u1ee7a kh\u00e1ch h\u00e0ng. B\u1ea1n ph\u1ea3i li\u1ec7t k\u00ea nh\u1eefng kinh nghi\u1ec7m v\u00e0 l\u1ea5y v\u00ed d\u1ee5 trong qu\u00e1 kh\u1ee9 c\u1ee7a m\u00ecnh \u0111\u1ec3 x\u00e1c th\u1ef1c \u0111\u1ed9 uy t\u00edn v\u00e0 gi\u00e1 tr\u1ecb c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c m\u00f4 h\u00ecnh s\u01a1 \u0111\u1ed3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nhi\u1ec1u nh\u1ea5t c\u1ee7a business analyst l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFlowcharts – \u0110\u00e2y l\u00e0 m\u00f4 t\u1ea3 s\u01a1 \u0111\u1ed3 d\u00f2ng ch\u1ea3y ho\u00e0n ch\u1ec9nh c\u1ee7a h\u1ec7 th\u1ed1ng. N\u00f3 gi\u00fap c\u00e1c b\u00ean li\u00ean quan c\u1ea3m th\u1ea5y d\u1ec5 d\u00e0ng hi\u1ec3u h\u1ec7 \u0111i\u1ec1u h\u00e0nh, cho d\u00f9 l\u00e0 k\u1ef9 thu\u1eadt hay k\u1ef9 thu\u1eadt.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EActivity Diagram – C\u00e1c s\u01a1 \u0111\u1ed3 n\u00e0y minh h\u1ecda c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111a d\u1ea1ng v\u00e0 d\u00f2ng ch\u1ea3y c\u1ee7a ch\u00fang tr\u00ean c\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c nhau.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECase Diagrams – C\u00e1c s\u01a1 \u0111\u1ed3 n\u00e0y m\u00f4 h\u00ecnh h\u00f3a ch\u1ee9c n\u0103ng c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c h\u00e0nh \u0111\u1ed9ng, ch\u1ee9c n\u0103ng v\u00e0 d\u1ecbch v\u1ee5 m\u00e0 h\u1ec7 th\u1ed1ng\/d\u1ef1 \u00e1n c\u1ea7n th\u1ef1c hi\u1ec7n.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c s\u01a1 \u0111\u1ed3 n\u00e0y c\u00f3 l\u1ee3i trong vi\u1ec7c h\u00ecnh dung c\u00e1c y\u00eau c\u1ea7u ch\u1ee9c n\u0103ng c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng v\u00e0 ho\u00e0n thi\u1ec7n c\u00e1c \u01b0u ti\u00ean ph\u00e1t tri\u1ec3n. H\u1ecd c\u0169ng x\u00e1c \u0111\u1ecbnh b\u1ea5t k\u1ef3 y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i ho\u1eb7c n\u1ed9i b\u1ed9 n\u00e0o c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t v\u00ec ch\u00fang c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESequence Diagrams – C\u00e1c s\u01a1 \u0111\u1ed3 n\u00e0y minh h\u1ecda s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1c nhau v\u00e0 chu\u1ed7i th\u1eddi gian c\u1ee7a lu\u1ed3ng th\u00f4ng \u0111i\u1ec7p gi\u1eefa ch\u00fang.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECollaboration Diagrams – Ch\u00fang c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 s\u01a1 \u0111\u1ed3 t\u01b0\u01a1ng t\u00e1c ho\u1eb7c giao ti\u1ebfp. Ch\u00fang l\u00e0 minh h\u1ecda cho c\u00e1c m\u1ed1i quan h\u1ec7 v\u00e0 t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng ph\u1ea7n m\u1ec1m trong Unified Modeling Language.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENhi\u1ec1u s\u01a1 \u0111\u1ed3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong business analysis v\u00e0 b\u1ea1n c\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng b\u1ea1n follow c\u00e1ch ti\u1ebfp c\u1eadn m\u1ea1ch l\u1ea1c h\u01a1n c\u1ee7a vi\u1ec7c h\u1ee3p nh\u1ea5t c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau \u0111\u1ec3 t\u1ea1o ra k\u1ebft qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6751 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-2.png\" alt=\"C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: C\u00e1c lo\u1ea1i diagram b\u1ea1n c\u1ea7n bi\u1ebft\" width=\"1024\" height=\"576\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-2.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-2-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-2-768x432.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c lo\u1ea1i diagram b\u1ea1n c\u1ea7n bi\u1ebft\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: Ngo\u1ea1i l\u1ec7 v\u00e0 flow thay th\u1ebf trong use-case diagram l\u00e0 g\u00ec? L\u00e0m th\u1ebf n\u00e0o ch\u00fang kh\u00e1c v\u1edbi flow c\u01a1 b\u1ea3n?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f2ng ch\u1ea3y c\u01a1 b\u1ea3n l\u00e0 \u0111\u1ea1i di\u1ec7n cho h\u1ec7 \u0111i\u1ec1u h\u00e0nh c\u1ee7a c\u00e1c ho\u1ea1t \u0111\u1ed9ng theo y\u00eau c\u1ea7u c\u1ee7a c\u00f4ng ty.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f2ng ch\u1ea3y thay th\u1ebf l\u00e0 bi\u1ec3u di\u1ec5n c\u1ee7a c\u00e1c h\u00e0nh \u0111\u1ed9ng ho\u1eb7c ho\u1ea1t \u0111\u1ed9ng kh\u00e1c ngo\u00e0i lu\u1ed3ng c\u01a1 b\u1ea3n. N\u00f3 d\u1eabn \u0111\u1ebfn vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau c\u1ee7a c\u00e1c use-cases b\u1eb1ng c\u00e1c b\u01b0\u1edbc kh\u00e1c nhau.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f2ng ch\u1ea3y ngo\u1ea1i l\u1ec7 \u0111\u1ea1i di\u1ec7n cho c\u00e1c h\u00e0nh \u0111\u1ed9ng \u0111\u01b0\u1ee3c th\u1ef1c thi trong tr\u01b0\u1eddng h\u1ee3p l\u1ed7i. N\u00f3 d\u1eabn \u0111\u1ebfn vi\u1ec7c kh\u00f4ng \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau c\u1ee7a use case.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: Personas l\u00e0 g\u00ec v\u00e0 l\u00e0m th\u1ebf n\u00e0o ch\u00fang h\u1eefu \u00edch trong ph\u01b0\u01a1ng ph\u00e1p thi\u1ebft k\u1ebf t\u1eadp trung v\u00e0o ng\u01b0\u1eddi d\u00f9ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPersonas \u0111\u01b0\u1ee3c t\u1ea1o ra thay cho ng\u01b0\u1eddi d\u00f9ng th\u1ef1c \u0111\u1ec3 hi\u1ec3u c\u00e1c m\u1eabu h\u00e0nh vi c\u1ee7a h\u1ecd trong c\u00e1c k\u1ecbch b\u1ea3n kh\u00e1c nhau. Trong ph\u01b0\u01a1ng ph\u00e1p thi\u1ebft k\u1ebf t\u1eadp trung v\u00e0o ng\u01b0\u1eddi d\u00f9ng, m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ec3 ghi nh\u1edb quan \u0111i\u1ec3m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i. Personas gi\u00fap t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng nh\u01b0 v\u1eady.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EX\u00e1c \u0111\u1ecbnh b\u00e1o c\u00e1o ph\u00e2n t\u00edch\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh c\u1ea7n hi\u1ec3u \u0111\u01b0\u1ee3c \u00fd ngh\u0129a v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a b\u00e1o c\u00e1o ph\u00e2n t\u00edch, v\u00e0 b\u1ea1n ph\u1ea3i c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi s\u1eb5n s\u00e0ng trong cho c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u c\u00e2u tr\u1ea3 l\u1eddi c\u1ee7a b\u1ea1n b\u1eb1ng m\u1ed9t \u0111\u1ecbnh ngh\u0129a ng\u1eafn g\u1ecdn v\u1ec1 b\u00e1o c\u00e1o ph\u00e2n t\u00edch. \u0110\u00e2y l\u00e0 m\u1ed9t lo\u1ea1i b\u00e1o c\u00e1o kinh doanh cung c\u1ea5p ph\u00e2n t\u00edch d\u1eef li\u1ec7u, th\u00f4ng tin v\u00e0 \u0111\u1ec1 xu\u1ea5t. C\u00e1c \u0111\u1ec1 xu\u1ea5t l\u00e0 c\u00e1c thu\u1ed9c t\u00ednh quan tr\u1ecdng l\u00e0m cho n\u00f3 kh\u00e1c v\u1edbi b\u00e1o c\u00e1o th\u00f4ng tin.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 \u1ea3nh h\u01b0\u1edfng c\u1ee7a b\u00e1o c\u00e1o ph\u00e2n t\u00edch c\u1ee7a b\u1ea1n \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n trong c\u00e1c vai tr\u00f2 tr\u01b0\u1edbc \u0111\u00e2y. T\u1eadp trung v\u00e0o vi\u1ec7c th\u1ec3 hi\u1ec7n c\u00e1ch b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o c\u00e1c \u0111\u1ec1 xu\u1ea5t t\u1eeb \u200b\u200bc\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 th\u1ec3 hi\u1ec7n c\u00e1c k\u1ef9 n\u0103ng ph\u00e2n t\u00edch c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6752 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-3.png\" alt=\"C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: M\u1ed9t d\u1ea1ng b\u00e1o c\u00e1o ph\u00e2n t\u00edch\" width=\"1456\" height=\"946\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-3.png 1456w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-3-300x195.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-3-1024x665.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-3-768x499.png 768w\" sizes=\"(max-width: 1456px) 100vw, 1456px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t d\u1ea1ng b\u00e1o c\u00e1o ph\u00e2n t\u00edch\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EN\u1ebfu c\u00f3 nhi\u1ec1u b\u00ean li\u00ean quan trong m\u1ed9t d\u1ef1 \u00e1n, b\u1ea1n \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u1ecd nh\u01b0 th\u1ebf n\u00e0o? Ngo\u00e0i ra, gi\u1ea3i th\u00edch c\u00e1ch b\u1ea1n s\u1ebd l\u00e0m vi\u1ec7c v\u1edbi m\u1ed9t \u0111\u1ed1i t\u00e1c kh\u00f3 t\u00ednh.\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi lo\u1ea1i\u003C\/span\u003E\u003Cb\u003E c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0y, nh\u00e0 tuy\u1ec3n d\u1ee5ng \u0111ang c\u1ed1 g\u1eafng hi\u1ec3u c\u00e1ch b\u1ea1n th\u1ef1c hi\u1ec7n c\u00e1c n\u0103ng l\u1ef1c kh\u00e1c nhau c\u1ee7a m\u00ecnh, \u0111\u1eb7c bi\u1ec7t l\u00e0 k\u1ef9 n\u0103ng giao ti\u1ebfp, \u0111\u00e0m ph\u00e1n, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, ra quy\u1ebft \u0111\u1ecbnh, g\u00e2y \u1ea3nh h\u01b0\u1edfng v\u00e0 k\u1ef9 n\u0103ng h\u1ee3p t\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh, b\u1ea1n s\u1ebd \u0111\u1ed1i ph\u00f3 v\u1edbi nh\u1eefng ng\u01b0\u1eddi kh\u00e1c nhau \u1edf c\u00e1c v\u1ecb tr\u00ed kh\u00e1c nhau v\u1edbi t\u00ednh c\u00e1ch ri\u00eang bi\u1ec7t. C\u00e2u h\u1ecfi n\u00e0y r\u1ea5t quan tr\u1ecdng v\u00ec n\u00f3 th\u1ec3 hi\u1ec7n li\u1ec7u b\u1ea1n c\u00f3 th\u1ec3 \u0111i\u1ec1u h\u01b0\u1edbng th\u00e0nh c\u00f4ng c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c b\u00ean li\u00ean quan kh\u00e1c nhau hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed1i ph\u00f3 v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c kh\u00f3 t\u00ednh l\u00e0 m\u1ed9t tr\u00e1ch nhi\u1ec7m quan tr\u1ecdng \u0111\u1ed1i v\u1edbi b\u1ea5t k\u1ef3 chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh n\u00e0o. S\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p STAR \u0111\u1ec3 gi\u1ea3i th\u00edch t\u00ecnh hu\u1ed1ng b\u1ea1n \u0111ang x\u1eed l\u00fd, nhi\u1ec7m v\u1ee5 ho\u1eb7c vai tr\u00f2 c\u1ee7a b\u1ea1n l\u00e0 g\u00ec trong v\u1ee5 \u00e1n. Ph\u00e1c th\u1ea3o h\u00e0nh \u0111\u1ed9ng b\u1ea1n \u0111\u00e3 th\u1ef1c hi\u1ec7n \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. Cu\u1ed1i c\u00f9ng, m\u00f4 t\u1ea3 k\u1ebft qu\u1ea3 v\u00e0 c\u00e1ch b\u1ea1n h\u1ecdc \u0111\u01b0\u1ee3c t\u1eeb qu\u00e1 tr\u00ecnh n\u00e0y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u00e0m th\u1ebf n\u00e0o b\u1ea1n c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd c\u00e1c v\u1ea5n \u0111\u1ec1 sau khi th\u1ef1c hi\u1ec7n v\u00e0 tr\u01b0\u1edbc khi th\u1ef1c hi\u1ec7n c\u1ee7a m\u1ed9t d\u1ef1 \u00e1n?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3 n\u00e0y b\u1eb1ng c\u00e1ch gi\u1ea3i th\u00edch ng\u1eafn g\u1ecdn c\u1ea3 hai v\u1ea5n \u0111\u1ec1. C\u00e1c v\u1ea5n \u0111\u1ec1 tuy\u00ean b\u1ed1 s\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a h\u1ecd tr\u01b0\u1edbc khi th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 tr\u01b0\u1edbc khi th\u1ef1c hi\u1ec7n. Nh\u1eefng kh\u00f3 kh\u0103n ph\u00e1t sinh sau khi th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 v\u1ea5n \u0111\u1ec1 sau khi th\u1ef1c hi\u1ec7n v\u00e0 h\u1ea7u h\u1ebft c\u00e1c m\u1ed1i quan t\u00e2m ch\u1ee7 y\u1ebfu thu\u1ed9c th\u1ec3 lo\u1ea1i n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch r\u1eb1ng m\u1ed9t business analyst kh\u00f4ng th\u1ec3 kh\u1eafc ph\u1ee5c t\u1ea5t c\u1ea3 c\u00e1c v\u1ea5n \u0111\u1ec1 n\u00e0y nh\u01b0ng c\u00f3 th\u1ec3 gi\u1edbi h\u1ea1n ch\u00fang \u0111\u1ebfn m\u1ee9c t\u1ed1i \u0111a trong khung th\u1eddi gian t\u1ed1i thi\u1ec3u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETrong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n qu\u1ea3n l\u00fd y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng m\u1ed9t c\u00e1ch th\u01b0\u1eddng xuy\u00ean?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3 \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eth\u01b0\u1eddng g\u1eb7p nh\u1ea5t. Nhi\u1ec7m v\u1ee5 \u0111\u1ea7u ti\u00ean c\u1ee7a m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh l\u00e0 so\u1ea1n th\u1ea3o m\u1ed9t t\u00e0i li\u1ec7u n\u00eau r\u00f5 s\u1ed1 l\u01b0\u1ee3ng thay \u0111\u1ed5i \u0111\u01b0\u1ee3c cho ph\u00e9p v\u00e0 sau m\u1ed9t th\u1eddi \u0111i\u1ec3m nh\u1ea5t \u0111\u1ecbnh, s\u1ebd kh\u00f4ng c\u00f3 s\u1eeda \u0111\u1ed5i n\u00e0o \u0111\u01b0\u1ee3c ch\u1ea5p nh\u1eadn. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 c\u00f3 \u0111\u01b0\u1ee3c t\u00e0i li\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c k\u00fd b\u1edfi ng\u01b0\u1eddi d\u00f9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong tr\u01b0\u1eddng h\u1ee3p thay \u0111\u1ed5i c\u1ea7n thi\u1ebft \u0111\u01b0\u1ee3c ch\u1ea5p nh\u1eadn, h\u00e3y \u0111\u1ea3m b\u1ea3o l\u01b0u \u00fd t\u1ea5t c\u1ea3 c\u00e1c thay \u0111\u1ed5i v\u00e0 t\u00ecm hi\u1ec3u t\u00e1c \u0111\u1ed9ng chung c\u1ee7a ch\u00fang \u0111\u1ed1i v\u1edbi d\u1ef1 \u00e1n. T\u00ednh th\u1eddi gian, chi ph\u00ed v\u00e0 t\u00e0i nguy\u00ean c\u1ea7n thi\u1ebft cho thay \u0111\u1ed5i n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6753 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-4.png\" alt=\"c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3: Qu\u1ea3n l\u00fd c\u00e1c y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng\" width=\"1024\" height=\"512\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-4.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-4-300x150.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-4-768x384.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u1ea3n l\u00fd c\u00e1c y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELo\u1ea1t\u003C\/span\u003E\u003Cb\u003E c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3 \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Etr\u00ean \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n b\u00ecnh t\u0129nh h\u01a1n khi \u0111\u1ed1i m\u1eb7t v\u1edbi ng\u01b0\u1eddi tuy\u1ec3n d\u1ee5ng trong bu\u1ed5i trao \u0111\u1ed5i. Follow website \u0111\u1ec3 b\u1ecf t\u00fai th\u00eam nhi\u1ec1u kinh nghi\u1ec7m ph\u1ecfng v\u1ea5n business analyst hay ho ngay h\u00f4m nay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ENgo\u00e0i k\u1ef9 n\u0103ng ph\u1ecfng v\u1ea5n, b\u1ea1n c\u0169ng c\u1ea7n trau d\u1ed3i chuy\u00ean m\u00f4n ng\u00e0nh business analysis. Tham gia ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003E\u0111\u00e0o t\u1ea1o ba\u003C\/a\u003E\u003C\/strong\u003E\u00a0t\u1ea1i website Cole c\u1ee7a ch\u00fang t\u00f4i.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cau-hoi-phong-van-business-analyst-co-ban\/\"\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst c\u01a1 b\u1ea3n\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"C\u00e1c chuy\u00ean vi\u00ean tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 y\u00eau c\u1ea7u tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst v\u1ec1 vai tr\u00f2 c\u1ee5 th\u1ec3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 ki\u1ebfn \u200b\u200bth\u1ee9c \u1ee9ng vi\u00ean v\u1ec1 m\u1ee9c \u0111\u1ed9 chuy\u00ean s\u00e2u c\u1ee7a m\u00ecnh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y v\u1edbi c\u00e1c c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst c\u00f3 vai tr\u00f2 c\u1ee5 th\u1ec3 s\u1ebd […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cau-hoi-phong-van-Business-Analyst-ve-vai-tro-cu-the-4-1.png"},{"ID":6735,"post_title":"C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst b\u1ea1n n\u00ean bi\u1ebft","post_date":"29\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u201c\u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ec\u00f3 kh\u00f3 kh\u00f4ng? Bao h\u00e0m nh\u1eefng n\u1ed9i dung n\u00e0o?\u201d \u0111\u1ec1u l\u00e0 nh\u1eefng b\u0103n kho\u0103n c\u01a1 b\u1ea3n c\u1ee7a m\u1ecdi BA trong ng\u00e0y ph\u1ecfng v\u1ea5n. N\u1eafm ch\u1eafc c\u00e1c ki\u1ebfn th\u1ee9c xoay quanh 10 \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ed\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n th\u00eam t\u1ef1 tin h\u01a1n trong bu\u1ed5i ph\u1ecfng v\u1ea5n c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: Gi\u1ea3i th\u00edch UML v\u00e0 c\u00e1ch s\u1eed d\u1ee5ng c\u1ee7a n\u00f3\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUML ho\u1eb7c Unified Modeling Language (ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a h\u1ee3p nh\u1ea5t) l\u00e0 ng\u00f4n ng\u1eef m\u00f4 h\u00ecnh h\u00f3a ph\u00e1t tri\u1ec3n, \u0111a n\u0103ng, cung c\u1ea5p m\u1ed9t ti\u00eau chu\u1ea9n h\u00ecnh dung h\u1ec7 th\u1ed1ng. N\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 h\u1ee3p l\u00fd h\u00f3a h\u00e0nh vi h\u1ec7 th\u1ed1ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c l\u1ed7i, t\u1eafc ngh\u1ebdn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6736 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-1.png\" alt=\"Gi\u1edbi thi\u1ec7u v\u1ec1 Unified Modeling Language\" width=\"866\" height=\"445\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-1.png 866w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-1-300x154.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-1-768x395.png 768w\" sizes=\"(max-width: 866px) 100vw, 866px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1edbi thi\u1ec7u v\u1ec1 Unified Modeling Language\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: B\u1ea1n c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch SRS v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh c\u1ee7a n\u00f3 kh\u00f4ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESRS l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a System or Software Requirements Specification. \u0110\u00e2y l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p t\u00e0i li\u1ec7u m\u00f4 t\u1ea3 c\u00e1c t\u00ednh n\u0103ng c\u1ee7a m\u1ed9t \u1ee9ng d\u1ee5ng ho\u1eb7c h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00f3 bao g\u1ed3m c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1c nhau theo y\u00eau c\u1ea7u c\u1ee7a c\u00e1c b\u00ean li\u00ean quan v\u00e0 kh\u00e1ch h\u00e0ng \u0111\u1ec3 thuy\u1ebft ph\u1ee5c ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i c\u00f9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c kh\u00eda c\u1ea1nh quan tr\u1ecdng c\u1ee7a SRS l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea1m vi c\u00f4ng vi\u1ec7c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c y\u00eau c\u1ea7u ch\u1ee9c n\u0103ng v\u00e0 phi ch\u1ee9c n\u0103ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ednh ph\u1ee5 thu\u1ed9c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1ea3 \u0111\u1ecbnh v\u00e0 r\u00e0ng bu\u1ed9c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETi\u00eau ch\u00ed ch\u1ea5p nh\u1eadn\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6737 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-2.jpg\" alt=\"C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: \u0110\u1eb7c \u0111i\u1ec3m c\u1ee7a SRS\" width=\"600\" height=\"500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-2.jpg 600w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-2-300x250.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1eb7c \u0111i\u1ec3m c\u1ee7a SRS\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: \u003C\/b\u003E\u003Cb\u003EBRD l\u00e0 g\u00ec? BRD kh\u00e1c v\u1edbi SRS nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBRD l\u00e0 m\u1ed9t ch\u1eef vi\u1ebft t\u1eaft cho Business Requirement Document. \u0110\u00e2y l\u00e0 m\u1ed9t d\u1ea1ng h\u1ee3p \u0111\u1ed3ng ch\u00ednh th\u1ee9c gi\u1eefa t\u1ed5 ch\u1ee9c v\u00e0 kh\u00e1ch h\u00e0ng \u0111\u1ec3 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m c\u1ee5 th\u1ec3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBRD l\u00e0 m\u1ed9t \u0111\u1eb7c tr\u01b0ng ch\u1ee9c n\u0103ng c\u1ee7a ph\u1ea7n m\u1ec1m trong khi SRS l\u00e0 c\u00e1i m\u00e0 BA t\u1ea1o ra n\u00f3 sau khi t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBRD \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi m\u1ed9t business analyst sau khi t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng, trong khi SRS \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean chuy\u00ean m\u00f4n v\u00e0 nhu c\u1ea7u k\u1ef9 thu\u1eadt.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESRS c\u00f3 g\u1ed1c r\u1ec5 t\u1eeb BRD.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: B\u1ea1n hi\u1ec3u g\u00ec v\u1ec1 y\u00eau c\u1ea7u? B\u1ea1n c\u00f3 th\u1ec3 ph\u00e2n bi\u1ec7t gi\u1eefa y\u00eau c\u1ea7u v\u00e0 nhu c\u1ea7u hay kh\u00f4ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t y\u00eau c\u1ea7u l\u00e0 gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau v\u00e0 \u0111\u1ea1i di\u1ec7n \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau kinh doanh c\u1ee5 th\u1ec3. C\u00e1c b\u00ean li\u00ean quan \u0111\u00e1nh gi\u00e1 d\u1ef1 \u00e1n d\u1ef1a tr\u00ean c\u00e1c \u0111i\u1ec1u ki\u1ec7n\/y\u00eau c\u1ea7u \u0111\u00e3 \u0111\u1eb7t tr\u01b0\u1edbc khi th\u1ef1c hi\u1ec7n. T\u1ea5t c\u1ea3 c\u00e1c y\u1ebfu t\u1ed1 \u0111\u01b0\u1ee3c ghi l\u1ea1i ch\u00ednh x\u00e1c cho m\u1ee5c \u0111\u00edch tham kh\u1ea3o. Nhu c\u1ea7u l\u00e0 \u0111\u1ea1i di\u1ec7n c\u1ea5p cao c\u1ee7a c\u00e1c \u0111i\u1ec1u kho\u1ea3n v\u00e0 k\u1ebft qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ed d\u1ee5, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 m\u1ed9t c\u00f4ng vi\u1ec7c ph\u00e2n t\u00edch kinh doanh v\u00e0 c\u00e1c y\u00eau c\u1ea7u \u0111\u1ec3 \u00e1p d\u1ee5ng cho c\u00f4ng vi\u1ec7c n\u00e0y l\u00e0 s\u01a1 y\u1ebfu l\u00fd l\u1ecbch, background h\u1ecdc v\u1ea5n v\u00e0 th\u1ef1c h\u00e0nh ph\u1ecfng v\u1ea5n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: L\u00e0m th\u1ebf n\u00e0o b\u1ea1n c\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng m\u1ed9t y\u00eau c\u1ea7u l\u00e0 t\u1ed1t ho\u1eb7c ho\u00e0n h\u1ea3o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c cho l\u00e0 ho\u00e0n h\u1ea3o n\u1ebfu n\u00f3 c\u1ee5 th\u1ec3, c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c, \u0111\u00fang l\u00fac ho\u1eb7c l\u00e0 m\u1ed9t d\u1ea1ng m\u00f4 h\u00ecnh SMART ng\u1eafn g\u1ecdn. M\u00f4 t\u1ea3 c\u1ee7a m\u1ed9t \u0111i\u1ec1u ki\u1ec7n ph\u1ea3i c\u1ee5 th\u1ec3 v\u00e0 t\u1ea5t c\u1ea3 c\u00e1c tham s\u1ed1 c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u00e0nh c\u00f4ng ph\u1ea3i \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng. T\u1ea5t c\u1ea3 c\u00e1c t\u00e0i nguy\u00ean c\u1ea7n thi\u1ebft n\u00ean \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u00e0 c\u00f3 li\u00ean quan \u0111\u1ebfn d\u1ef1 \u00e1n. T\u1ea5t c\u1ea3 c\u00e1c \u0111i\u1ec1u ki\u1ec7n\/y\u1ebfu t\u1ed1 n\u00ean \u0111\u01b0\u1ee3c ti\u1ebft l\u1ed9 \u0111\u00fang l\u00fac.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: M\u1ee5c \u0111\u00edch c\u1ee7a Requirement Traceability Matrix – “ma tr\u1eadn truy xu\u1ea5t ngu\u1ed3n g\u1ed1c” y\u00eau c\u1ea7u l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u00f3 ghi l\u1ea1i t\u1ea5t c\u1ea3 c\u00e1c y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c \u0111\u01b0a ra b\u1edfi m\u1ed9t kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng t\u1ea5t c\u1ea3 c\u00e1c y\u1ebfu t\u1ed1 thi\u1ebft y\u1ebfu \u0111\u1ec1u \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh kinh doanh l\u00e0 g\u00ec?\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh kinh doanh l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn t\u1eebng b\u01b0\u1edbc \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u1ec1 xu\u1ea5t gi\u00e1 tr\u1ecb trong v\u1eadn h\u00e0nh doanh nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c thu\u1ed9c t\u00ednh ch\u00ednh c\u1ee7a business modelling l\u00e0 \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t k\u1ebf ho\u1ea1ch chi\u1ebfn l\u01b0\u1ee3c cho m\u1ed9t t\u1ed5 ch\u1ee9c:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea7m nh\u00ecn\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ee9 m\u1ec7nh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ee5c ti\u00eau\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EChi\u1ebfn l\u01b0\u1ee3c\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ebf ho\u1ea1ch h\u00e0nh \u0111\u1ed9ng\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6738 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-3.jpg\" alt=\"C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: M\u00f4 h\u00ecnh Requirement Traceability Matrix c\u1ee5 th\u1ec3\" width=\"629\" height=\"368\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-3.jpg 629w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-3-300x176.jpg 300w\" sizes=\"(max-width: 629px) 100vw, 629px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u00f4 h\u00ecnh Requirement Traceability Matrix c\u1ee5 th\u1ec3\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: V\u00f2ng \u0111\u1eddi d\u1ef1 \u00e1n l\u00e0 g\u00ec? B\u1ea1n s\u1ebd s\u1eed d\u1ee5ng nh\u1eefng m\u00f4 h\u00ecnh n\u00e0o v\u00e0 t\u1ea1i sao\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00f2ng \u0111\u1eddi d\u1ef1 \u00e1n l\u00e0 m\u1ed9t framework \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi m\u1ed9t business analyst \u0111\u1ec3 chia m\u1ed9t d\u1ef1 \u00e1n th\u00e0nh c\u00e1c giai \u0111o\u1ea1n c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd v\u00e0 bi\u1ec3u th\u1ecb c\u00e1c \u0111i\u1ec3m quy\u1ebft \u0111\u1ecbnh trong su\u1ed1t v\u00f2ng \u0111\u1eddi c\u1ee7a d\u1ef1 \u00e1n. C\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau l\u00e0 m\u00f4 h\u00ecnh th\u00e1c n\u01b0\u1edbc, m\u00f4 h\u00ecnh xo\u1eafn \u1ed1c, m\u00f4 h\u00ecnh l\u1eb7p, m\u00f4 h\u00ecnh Agile v\u00e0 m\u00f4 h\u00ecnh h\u00ecnh ch\u1eef V.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi b\u1eb1ng c\u00e1ch n\u00f3i r\u1eb1ng vi\u1ec7c ch\u1ecdn m\u00f4 h\u00ecnh v\u00f2ng \u0111\u1eddi ch\u1ec9 d\u1ef1a tr\u00ean lo\u1ea1i, ph\u1ea1m vi v\u00e0 gi\u1edbi h\u1ea1n c\u1ee7a d\u1ef1 \u00e1n. B\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0a ra m\u1ed9t v\u00ed d\u1ee5 v\u1ec1 b\u1ea5t k\u1ef3 m\u00f4 h\u00ecnh n\u00e0o b\u1ea1n s\u1eed d\u1ee5ng trong m\u1ed9t d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: B\u1ea1n hi\u1ec3u g\u00ec v\u1ec1 Gap Analysis v\u00e0 c\u00e1c lo\u1ea1i l\u1ed7 h\u1ed5ng c\u00f3 th\u1ec3 x\u1ea3y ra trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGap Analysis c\u00f3 ngh\u0129a l\u00e0 ph\u00e2n t\u00edch s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c ch\u1ee9c n\u0103ng c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i v\u00e0 h\u1ec7 th\u1ed1ng m\u1ee5c ti\u00eau. Kho\u1ea3ng c\u00e1ch c\u00f3 ngh\u0129a l\u00e0 nh\u1eefng thay \u0111\u1ed5i \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u \u0111\u1ec3 th\u1ef1c hi\u1ec7n k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EProfit Gap l\u00e0 s\u1ef1 thay \u0111\u1ed5i gi\u1eefa l\u1ee3i nhu\u1eadn th\u1ef1c t\u1ebf v\u00e0 \u01b0\u1edbc t\u00ednh c\u1ee7a m\u1ed9t c\u00f4ng ty.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EManpower Gap (l\u1ed7 h\u1ed5ng nh\u00e2n l\u1ef1c) l\u00e0 s\u1ef1 thay \u0111\u1ed5i gi\u1eefa s\u1ee9c m\u1ea1nh l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng th\u1ef1c t\u1ebf v\u00e0 c\u1ea7n thi\u1ebft trong m\u1ed9t c\u00f4ng ty.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPerformance Gap l\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa d\u1ef1 ki\u1ebfn \u200b\u200bv\u00e0 th\u1ef1c t\u1ebf.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMarket Gap l\u00e0 s\u1ef1 thay \u0111\u1ed5i gi\u1eefa doanh s\u1ed1 th\u1ef1c t\u1ebf \u01b0\u1edbc t\u00ednh.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n s\u1ebd c\u0103n c\u1ee9 v\u00e0o chi\u1ebfn l\u01b0\u1ee3c n\u00e0o \u0111\u1ec3 thi\u1ebft k\u1ebf m\u1ed9t tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3?\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng n\u00e0y ph\u1ea3i s\u00fac t\u00edch, \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng v\u00e0 \u0111\u01b0\u1ee3c ghi l\u1ea1i ch\u00ednh x\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chi\u1ebfn l\u01b0\u1ee3c ho\u1eb7c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn trong vi\u1ec7c thi\u1ebft k\u1ebf c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng l\u00e0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGiai \u0111o\u1ea1n \u0111\u1ea7u ti\u00ean l\u00e0 nh\u1eadn d\u1ea1ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 t\u1ea1o ra m\u1ed9t c\u1ea5u h\u00ecnh vai tr\u00f2 cho m\u1ecdi danh m\u1ee5c ng\u01b0\u1eddi d\u00f9ng v\u00e0 nh\u1eadn d\u1ea1ng c\u00e1c m\u1ee5c ti\u00eau li\u00ean quan \u0111\u1ebfn m\u1ecdi vai tr\u00f2.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGiai \u0111o\u1ea1n th\u1ee9 hai li\u00ean quan \u0111\u1ebfn c\u1ea5u tr\u00fac v\u00e0 vi\u1ec7c t\u1ea1o ra c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng b\u1eb1ng c\u00e1ch n\u1eafm b\u1eaft c\u1ea3 c\u00e1c y\u00eau c\u1ea7u ch\u1ee9c n\u0103ng v\u00e0 phi ch\u1ee9c n\u0103ng. Bao g\u1ed3m c\u00e1c s\u01a1 \u0111\u1ed3 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng v\u00e0 chi ti\u1ebft giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGiai \u0111o\u1ea1n cu\u1ed1i c\u00f9ng l\u00e0 xem x\u00e9t v\u00e0 x\u00e1c nh\u1eadn c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6739 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-4.png\" alt=\"C\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst: Ph\u00e2n t\u00edch Gap Analysis\" width=\"801\" height=\"515\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-4.png 801w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-4-300x193.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-ky-thuat-Business-Analyst-4-768x494.png 768w\" sizes=\"(max-width: 801px) 100vw, 801px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch Gap Analysis\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ean \u0111\u00e2y l\u00e0 nh\u1eefng \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E th\u01b0\u1eddng g\u1eb7p nh\u1ea5t khi b\u1ea1n \u0111i ph\u1ecfng v\u1ea5n v\u1ecb tr\u00ed BA t\u1ea1i c\u00e1c c\u00f4ng ty. Theo d\u00f5i website \u0111\u1ec3 \u0111\u00f3n \u0111\u1ecdc nhi\u1ec1u th\u00f4ng tin h\u1eefu \u00edch h\u01a1n v\u1ec1 l\u0129nh v\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong kinh doanh ngay h\u00f4m nay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ENgo\u00e0i k\u1ef9 n\u0103ng ph\u1ecfng v\u1ea5n, b\u1ea1n c\u0169ng c\u1ea7n trau d\u1ed3i chuy\u00ean m\u00f4n ng\u00e0nh business analysis. Tham gia ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Ekh\u00f3a h\u1ecdc ba online\u003C\/a\u003E \u003C\/strong\u003Et\u1ea1i website Cole c\u1ee7a ch\u00fang t\u00f4i.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cau-hoi-phong-van-business-analyst-co-ban\/\"\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst c\u01a1 b\u1ea3n\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"\u201cC\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst c\u00f3 kh\u00f3 kh\u00f4ng? Bao h\u00e0m nh\u1eefng n\u1ed9i dung n\u00e0o?\u201d \u0111\u1ec1u l\u00e0 nh\u1eefng b\u0103n kho\u0103n c\u01a1 b\u1ea3n c\u1ee7a m\u1ecdi BA trong ng\u00e0y ph\u1ecfng v\u1ea5n. N\u1eafm ch\u1eafc c\u00e1c ki\u1ebfn th\u1ee9c xoay quanh 10 c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n k\u1ef9 thu\u1eadt Business Analyst d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n th\u00eam t\u1ef1 tin […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/59f9277c-323f-4c6a-b151-ca52f8778db5.jpg"},{"ID":6721,"post_title":"10 c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst c\u01a1 b\u1ea3n b\u1ea1n n\u00ean bi\u1ebft","post_date":"28\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECho d\u00f9 b\u1ea1n l\u00e0 m\u1ed9t business analyst chuy\u00ean nghi\u1ec7p hay tham v\u1ecdng tr\u1edf th\u00e0nh m\u1ed9t BA, b\u1ea1n \u0111\u1ec1u c\u1ea7n chu\u1ea9n b\u1ecb cho c\u00e1c \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd cung c\u1ea5p 10 c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n BA c\u1ea5p \u0111\u1ed9 basic ph\u1ed5 bi\u1ebfn nh\u1ea5t m\u00e0 b\u1ea1n b\u1eaft bu\u1ed9c n\u1eb1m l\u00f2ng.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EVai tr\u00f2 c\u1ee7a business analyst trong m\u1ed9t t\u1ed5 ch\u1ee9c l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi c\u01a1 b\u1ea3n nh\u1ea5t m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 mong \u0111\u1ee3i trong cu\u1ed9c ph\u1ecfng v\u1ea5n c\u1ee7a m\u00ecnh. B\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y b\u1eb1ng c\u00e1ch gi\u1ea3i th\u00edch r\u1eb1ng business analyst l\u00e0 c\u1ea7u n\u1ed1i li\u00ean l\u1ea1c ho\u1eb7c li\u00ean k\u1ebft gi\u1eefa c\u00e1c b\u00ean li\u00ean quan kh\u00e1c nhau thu\u1ed9c c\u00e1c l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n kh\u00e1c nhau trong m\u1ed9t t\u1ed5 ch\u1ee9c. M\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c m\u1ee5c ti\u00eau kinh doanh v\u00e0 c\u00e2n b\u1eb1ng nhu c\u1ea7u c\u1ee7a c\u00e1c b\u00ean li\u00ean quan kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6722 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-1.jpg\" alt=\"Vai tr\u00f2 c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t BA\" width=\"800\" height=\"500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-1.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-1-300x188.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-1-768x480.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVai tr\u00f2 c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t BA\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n bi\u1ebft m\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi vai tr\u00f2 business analyst trong c\u00f4ng ty ch\u00fang t\u00f4i?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi lo\u1ea1i \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0y, ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n mu\u1ed1n \u0111\u00e1nh gi\u00e1 s\u1ef1 hi\u1ec3u bi\u1ebft c\u1ee7a b\u1ea1n v\u1ec1 vai tr\u00f2 c\u00f4ng vi\u1ec7c v\u00e0 li\u1ec7u b\u1ea1n c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi k\u1ef3 v\u1ecdng v\u1ec1 \u1ee9ng vi\u00ean mong mu\u1ed1n c\u1ee7a c\u00f4ng ty hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y trong hai ph\u1ea7n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea7u ti\u00ean, t\u1eadp trung v\u00e0o vi\u1ec7c h\u1ecdc b\u1eb1ng c\u00e1ch tham gia c\u00e1c kh\u00f3a h\u1ecdc c\u00f3 li\u00ean quan \u0111\u1ebfn c\u00f4ng vi\u1ec7c.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ee9 hai, minh h\u1ecda kinh nghi\u1ec7m, th\u00e1i \u0111\u1ed9 v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n – c\u00e1i gi\u00fap b\u1ea1n ph\u00f9 h\u1ee3p v\u1edbi c\u00f4ng ty.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c v\u00ed d\u1ee5 v\u1ec1 c\u00e1c c\u00f4ng vi\u1ec7c tr\u01b0\u1edbc \u0111\u00f3 cho ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n th\u1ea5y \u0111\u01b0\u1ee3c nh\u1eefng g\u00ec b\u1ea1n s\u1ebd mang l\u1ea1i cho c\u00f4ng ty. H\u00e3y ch\u1eafc ch\u1eafn r\u1eb1ng c\u00e2u tr\u1ea3 l\u1eddi c\u1ee7a lu\u00f4n n\u00eau ra m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p b\u1ea1n \u0111\u00e3 th\u1ef1c hi\u1ec7n th\u00e0nh c\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPro Tip: H\u00e3y \u0111\u1ea3m b\u1ea3o b\u1ea1n c\u0169ng t\u1eadp trung v\u00e0o c\u00e1c k\u1ef9 n\u0103ng \u0111\u01b0\u1ee3c n\u00eau trong JD khi b\u1ea1n \u0111ang l\u00e0m n\u1ed5i b\u1eadt v\u00e0 gi\u1ea3i th\u00edch kinh nghi\u1ec7m, n\u0103ng l\u1ef1c c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110i\u1ec1u g\u00ec, theo b\u1ea1n, l\u00e0 n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i c\u1ee7a m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y ti\u1ebfp t\u1ee5c l\u00e0 m\u1ed9t trong nh\u1eefng \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ph\u1ed5 bi\u1ebfn nh\u1ea5t. M\u1eb7c d\u00f9 m\u1ecdi c\u00f4ng ty \u0111\u1ec1u kh\u00e1c nhau, nh\u01b0ng c\u00e1c y\u00eau c\u1ea7u c\u1ed1t l\u00f5i c\u1ee7a m\u1ed9t business analyst profile \u0111\u1ec1u kh\u00e1 gi\u1ed1ng nhau. H\u00e3y \u0111\u1ea3m b\u1ea3o \u0111i v\u00e0o chi ti\u1ebft m\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a c\u00f4ng ty \u0111\u1ec3 hi\u1ec3u c\u00e1c n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i c\u1ea7n thi\u1ebft v\u00e0 \u0111\u01b0a ch\u00fang v\u00e0o c\u00e2u tr\u1ea3 l\u1eddi cho\u003C\/span\u003E\u003Cb\u003E c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y b\u1eb1ng c\u00e1ch kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng m\u1ed9t business analyst ph\u1ea3i c\u00f3 k\u1ef9 n\u0103ng giao ti\u1ebfp v\u00e0 \u0111\u00e0m ph\u00e1n \u0111\u1eb7c bi\u1ec7t. T\u01b0 duy ph\u00e2n t\u00edch, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 ra quy\u1ebft \u0111\u1ecbnh c\u0169ng l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng kh\u00f4ng th\u1ec3 thi\u1ebfu. M\u1ed9t BA n\u00ean c\u00f3 ki\u1ebfn \u200b\u200bth\u1ee9c n\u1ec1n, k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd quy tr\u00ecnh kinh doanh c\u00f9ng v\u1edbi tr\u00ecnh \u0111\u1ed9 hi\u1ec3u bi\u1ebft k\u1ef9 thu\u1eadt nh\u1ea5t \u0111\u1ecbnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6723 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-2.jpg\" alt=\"N\u0103ng l\u1ef1c c\u1ed1t l\u00f5i c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t BA\" width=\"700\" height=\"470\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-2.jpg 700w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-2-300x201.jpg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u0103ng l\u1ef1c c\u1ed1t l\u00f5i c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t BA\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPro Tip: \u0110\u1ea3m b\u1ea3o l\u00e0m n\u1ed5i b\u1eadt c\u00e1c k\u1ef9 n\u0103ng m\u00e0 b\u1ea1n s\u1edf h\u1eefu v\u00e0 c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng v\u00e0o c\u00f4ng vi\u1ec7c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ELi\u1ec7t k\u00ea m\u1ed9t s\u1ed1 k\u1ef9 n\u0103ng v\u00e0 c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi Business Analyst\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5\/k\u1ef9 n\u0103ng technical v\u00e0 non-tech \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng\/C\u00f4ng c\u1ee5 technical – B\u1ed9 MS Office, Google Docs, Ki\u1ebfn th\u1ee9c c\u01a1 s\u1edf d\u1eef li\u1ec7u, H\u1ec7 th\u1ed1ng ERP, SQL,…\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng ph\u00e2n t\u00edch Non-Technical\/kinh doanh – T\u00e0i li\u1ec7u, kh\u01a1i g\u1ee3i y\u00eau c\u1ea7u, qu\u1ea3n l\u00fd quy tr\u00ecnh kinh doanh,…\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPro Tip: B\u1ea1n c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh c\u00e2u tr\u1ea3 l\u1eddi c\u1ee7a m\u00ecnh \u0111\u1ec3 l\u00e0m n\u1ed5i b\u1eadt c\u00e1c k\u1ef9 n\u0103ng v\u00e0 kinh nghi\u1ec7m \u0111\u1ed9c \u0111\u00e1o c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u1ea1n c\u00f3 b\u1ea5t k\u1ef3 k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt n\u00e0o kh\u00f4ng? B\u1ea1n c\u00f3 th\u1ec3 li\u1ec7t k\u00ea c\u00e1c k\u1ef9 n\u0103ng c\u01a1 s\u1edf d\u1eef li\u1ec7u ho\u1eb7c k\u1ef9 n\u0103ng v\u1ec1 tr\u00ed tu\u1ec7 doanh nghi\u1ec7p c\u1ee7a m\u00ecnh kh\u00f4ng?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt c\u1ee7a b\u1ea1n t\u1ef7 l\u1ec7 thu\u1eadn v\u1edbi gi\u00e1 tr\u1ecb c\u1ee7a b\u1ea1n trong t\u1ed5 ch\u1ee9c. Kh\u00f4ng b\u1eaft bu\u1ed9c ph\u1ea3i c\u00f3 c\u00e1c k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt chuy\u00ean nghi\u1ec7p nh\u01b0 c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 v\u00e0 SQL, nh\u01b0ng b\u1ea1n c\u00e0ng th\u00e0nh th\u1ea1o k\u1ef9 thu\u1eadt n\u00e0y, b\u1ea1n s\u1ebd l\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh t\u1ed1t h\u01a1n. Nh\u1eefng k\u1ef9 n\u0103ng n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t, v\u00ec v\u1eady n\u1ebfu b\u1ea1n c\u00f3 m\u1ed9t s\u1ed1 kinh nghi\u1ec7m trong vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y, h\u00e3y \u0111\u1ea3m b\u1ea3o b\u1ea1n c\u00f3 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn n\u00f3 trong bu\u1ed5i ph\u1ecfng v\u1ea5n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 c\u00e1c c\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 doanh nghi\u1ec7p c\u1ee5 th\u1ec3 m\u00e0 b\u1ea1n \u0111\u00e3 s\u1eed d\u1ee5ng. N\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m trong vi\u1ec7c x\u1eed l\u00fd h\u1ec7 th\u1ed1ng m\u00e0 c\u00f4ng ty s\u1eed d\u1ee5ng, h\u00e3y nh\u1ea5n m\u1ea1nh \u0111i\u1ec1u \u0111\u00f3 cho ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EINVEST l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EINVEST l\u00e0 m\u1ed9t ch\u1eef vi\u1ebft t\u1eaft c\u1ee7a Independent (\u0111\u1ed9c l\u1eadp), Negotiable (c\u00f3 th\u1ec3 \u0111\u00e0m ph\u00e1n), Valuable (c\u00f3 gi\u00e1 tr\u1ecb), Estimable (c\u00f3 th\u1ec3 \u01b0\u1edbc t\u00ednh), Sized (k\u00edch th\u01b0\u1edbc ph\u00f9 h\u1ee3p) v\u00e0 Testable (c\u00f3 th\u1ec3 ki\u1ec3m tra). Thu\u1eadt ng\u1eef n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi business analysts v\u00e0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n \u0111\u1ec3 cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m ch\u1ea5t l\u01b0\u1ee3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6724 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-3.png\" alt=\"Hi\u1ec3u v\u1ec1 INVEST trong business analysis\" width=\"597\" height=\"386\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-3.png 597w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-3-300x194.png 300w\" sizes=\"(max-width: 597px) 100vw, 597px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u v\u1ec1 INVEST trong business analysis\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u1ea1n bi\u1ebft g\u00ec v\u1ec1 s\u1ef1 kh\u00e1c nhau c\u1ee7a MoSCoW v\u00e0 SWOT?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh n\u00ean nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c c\u00e1c quy tr\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c v\u00e0 mang l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi c\u00e2u h\u1ecfi n\u00e0y, nh\u00e0 tuy\u1ec3n d\u1ee5ng mu\u1ed1n bi\u1ebft li\u1ec7u b\u1ea1n c\u00f3 hi\u1ec3u r\u00f5 c\u00e1c k\u1ef9 thu\u1eadt n\u00e0y v\u00e0 c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p ch\u00fang v\u00e0o c\u00e1c qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a m\u00ecnh hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMoscow l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Must (ph\u1ea3i) or Should (n\u00ean), Could (c\u00f3 th\u1ec3) or Would (s\u1ebd). M\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch kinh doanh n\u00ean th\u1ef1c hi\u1ec7n qu\u00e1 tr\u00ecnh n\u00e0y b\u1eb1ng c\u00e1ch so s\u00e1nh c\u00e1c nhu c\u1ea7u kh\u00e1c nhau \u0111\u1ec3 \u01b0u ti\u00ean y\u00eau c\u1ea7u frameworks. V\u00ed d\u1ee5, y\u00eau c\u1ea7u n\u00e0y l\u00e0 ph\u1ea3i c\u00f3 ho\u1eb7c n\u00ean c\u00f3?\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESWOT ho\u1eb7c Strengths (\u0111i\u1ec3m m\u1ea1nh), Weaknesses (\u0111i\u1ec3m y\u1ebfu), Opportunities (c\u01a1 h\u1ed9i) v\u00e0 Threats (m\u1ed1i \u0111e d\u1ecda) l\u00e0 k\u1ef9 thu\u1eadt \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t trong c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ec3 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c ph\u00f9 h\u1ee3p. M\u1ed9t BA n\u00ean x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m m\u1ea1nh v\u00e0 \u0111i\u1ec3m y\u1ebfu c\u1ee7a b\u1ea5t k\u1ef3 khu\u00f4n kh\u1ed5 c\u00f4ng ty n\u00e0o v\u00e0 chuy\u1ec3n ch\u00fang th\u00e0nh c\u01a1 h\u1ed9i v\u00e0 m\u1ed1i \u0111e d\u1ecda.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPro Tip: C\u00f3 nhi\u1ec1u k\u1ef9 thu\u1eadt kinh doanh kh\u00e1c nh\u01b0 MOST v\u00e0 PESTLE, v\u00e0 b\u1ea1n c\u00f3 th\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 ch\u00fang \u0111\u1ec3 chu\u1ea9n b\u1ecb cho c\u00e1c \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u1ea1n hi\u1ec3u nh\u01b0 th\u1ebf n\u00e0o v\u1ec1 b\u00e0n giao d\u1ef1 \u00e1n – project deliverables?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y l\u00e0 t\u1eadp h\u1ee3p c\u00e1c d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c cho kh\u00e1ch h\u00e0ng cu\u1ed1i c\u00f9ng sau khi ho\u00e0n th\u00e0nh d\u1ef1 \u00e1n. \u0110\u00f3 l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a d\u1ef1 \u00e1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c kinh doanh m\u1edbi nh\u1ea5t?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0y, nh\u00e0 tuy\u1ec3n d\u1ee5ng mu\u1ed1n \u0111\u00e1nh gi\u00e1 xem b\u1ea1n c\u00f3 \u0111\u1ee7 \u0111\u1ed9ng l\u1ef1c \u0111\u1ec3 theo k\u1ecbp s\u1ef1 ph\u00e1t tri\u1ec3n v\u00e0 xu h\u01b0\u1edbng kinh doanh m\u1edbi nh\u1ea5t hay kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u01b0\u1eddi ph\u1ecfng v\u1ea5n mu\u1ed1n bi\u1ebft nh\u1eefng h\u00e0nh \u0111\u1ed9ng b\u1ea1n th\u1ef1c hi\u1ec7n \u0111\u1ec3 gi\u1eef cho ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean. B\u1ea1n c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y b\u1eb1ng c\u00e1ch t\u00ecm c\u00e1c t\u00e0i li\u1ec7u tham kh\u1ea3o nh\u01b0 c\u00e1c \u1ea5n ph\u1ea9m tin t\u1ee9c v\u00e0 ng\u00e0nh li\u00ean quan. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 li\u1ec7t k\u00ea c\u00e1c s\u1ef1 ki\u1ec7n v\u00e0 h\u1ed9i ngh\u1ecb b\u1ea1n tham d\u1ef1 \u0111\u1ec3 k\u1ebft n\u1ed1i v\u1edbi c\u1ed9ng \u0111\u1ed3ng doanh nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6725 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-4.jpg\" alt=\"Ch\u1ee7 \u0111\u1ed9ng c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng kinh doanh\" width=\"1200\" height=\"691\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-4.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-4-300x173.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-4-1024x590.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-4-768x442.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u1ee7 \u0111\u1ed9ng c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng kinh doanh\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c giai \u0111o\u1ea1n kh\u00e1c nhau c\u1ee7a m\u1ed9t d\u1ef1 \u00e1n kinh doanh l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c giai \u0111o\u1ea1n ch\u00ednh c\u1ee7a b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n kinh doanh ho\u1eb7c CNTT n\u00e0o s\u1ebd lu\u00f4n l\u00e0 Initiation (b\u1eaft \u0111\u1ea7u), Planning (l\u1eadp k\u1ebf ho\u1ea1ch), Execution (th\u1ef1c hi\u1ec7n), Monitoring (gi\u00e1m s\u00e1t) v\u00e0 Closure (k\u1ebft th\u00fac b\u00e0n giao).\u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady l\u00e0 b\u1ea1n \u0111\u00e3 \u0111\u01b0\u1ee3c trang b\u1ecb \u0111\u1ea7y \u0111\u1ee7 ki\u1ebfn th\u1ee9c cho nh\u1eefng \u003C\/span\u003E\u003Cb\u003Ec\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n Business Analyst c\u01a1 b\u1ea3n\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. Theo d\u00f5i website c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 c\u1eadp nh\u1eadt th\u00eam h\u1ec7 th\u1ed1ng c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n BA chuy\u00ean s\u00e2u ngay h\u00f4m nay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>> T\u00ecm hi\u1ec3u \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/business-analysis-la-gi\/\"\u003EBusiness Analysis\u003C\/a\u003E\u003C\/strong\u003E \u0111\u1ec3 hi\u1ec3u r\u00f5 v\u1ec1 ng\u00e0nh v\u00e0 v\u1ec1 ngh\u1ec1\u003C\/p\u003E\n\u003Cp\u003ETheo d\u00f5i c\u00e1c b\u00e0i vi\u1ebft kh\u00e1c v\u1ec1 BA v\u00e0 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Eh\u1ecdc ba\u003C\/a\u003E\u003C\/strong\u003E t\u1ea1i website Cole c\u1ee7a ch\u00fang t\u00f4i ngay h\u00f4m nay.\u003C\/p\u003E\n","post_excerpt":"Cho d\u00f9 b\u1ea1n l\u00e0 m\u1ed9t business analyst chuy\u00ean nghi\u1ec7p hay tham v\u1ecdng tr\u1edf th\u00e0nh m\u1ed9t BA, b\u1ea1n \u0111\u1ec1u c\u1ea7n chu\u1ea9n b\u1ecb cho c\u00e1c c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n business analyst c\u01a1 b\u1ea3n. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd cung c\u1ea5p 10 c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n BA c\u1ea5p \u0111\u1ed9 basic ph\u1ed5 bi\u1ebfn nh\u1ea5t m\u00e0 b\u1ea1n b\u1eaft bu\u1ed9c n\u1eb1m l\u00f2ng. […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cau-hoi-phong-van-Business-Analyst-co-ban-1-1.jpg"},{"ID":6713,"post_title":"Kh\u00e1m ph\u00e1 ngay c\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst th\u00e0nh c\u00f4ng?","post_date":"27\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003EC\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst th\u00e0nh c\u00f4ng?\u003C\/b\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EC\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– L\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00e3 nhanh ch\u00f3ng tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm nhi\u1ec1u nh\u1ea5t cho c\u00e1c chuy\u00ean gia t\u1eeb nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u1eb1m g\u1ea7n \u0111\u1ea7u chu\u1ed7i th\u1ee9c \u0103n, v\u1edbi b\u1ea3o m\u1eadt c\u00f4ng vi\u1ec7c, m\u1ee9c l\u01b0\u01a1ng v\u00e0 l\u1ee3i \u00edch c\u1ea1nh tranh l\u00e0nh m\u1ea1nh. V\u00ec v\u1eady, h\u00e3y th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst th\u00e0nh c\u00f4ng theo b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EData Analyst s\u1ebd th\u1ef1c hi\u1ec7n nh\u1eefng c\u00f4ng vi\u1ec7c g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh s\u1ebd thu th\u1eadp, th\u1ef1c hi\u1ec7n quy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ed1ng k\u00ea. Hi\u1ec3u theo m\u1ed9t c\u00e1ch kh\u00e1c, Data Analyst l\u00e0m cho d\u1eef li\u1ec7u tr\u1edf n\u00ean h\u1eefu \u00edch h\u01a1n b\u1eb1ng c\u00e1ch n\u00e0y hay c\u00e1ch kh\u00e1c. H\u1ecd gi\u00fap doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u00fang \u0111\u1eafn v\u00e0 \u01b0u ti\u00ean s\u1eed d\u1ee5ng d\u1eef li\u1ec7u th\u00f4 \u0111\u00e3 \u0111\u01b0\u1ee3c thu th\u1eadp \u0111\u1ec3 gi\u00fap c\u00f4ng vi\u1ec7c d\u1ec5 d\u00e0ng h\u01a1n, \u0111\u1ed3ng th\u1eddi \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng th\u1ee9c c\u1ee5 th\u1ec3 v\u00e0 c\u00e1c thu\u1eadt to\u00e1n ph\u00f9 h\u1ee3p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n \u0111am m\u00ea c\u00e1c con s\u1ed1, c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 kinh doanh v\u00e0 th\u00edch l\u00e0m c\u00f4ng vi\u1ec7c ti\u1ebfp x\u00fac v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi, b\u1ea1n s\u1ebd l\u1ee3i th\u1ebf \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 kinh doanh. \u0110\u00e2y l\u00e0 t\u1ed5ng quan v\u1ec1 l\u1ed9 tr\u00ecnh tr\u1edf th\u00e0nh m\u1ed9t Data Analysts.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6714 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-1.jpg\" alt=\"Data Analyst s\u1ebd th\u1ef1c hi\u1ec7n \u0111o l\u01b0\u1eddng t\u1ed5ng quan\" width=\"744\" height=\"400\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-1.jpg 744w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-1-300x161.jpg 300w\" sizes=\"(max-width: 744px) 100vw, 744px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EData Analyst s\u1ebd th\u1ef1c hi\u1ec7n \u0111o l\u01b0\u1eddng t\u1ed5ng quan\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u chi ti\u1ebft v\u1ec1 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-viec-cua-data-analyst\/\"\u003Ec\u00f4ng vi\u1ec7c c\u1ee7a Data Analyst\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst: C\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 doanh nghi\u1ec7p th\u00e0nh c\u00f4ng\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMicrosoft Excel: D\u1eef li\u1ec7u s\u1ebd v\u00f4 d\u1ee5ng n\u1ebfu n\u00f3 kh\u00f4ng \u0111\u01b0\u1ee3c t\u00e1i c\u1ea5u tr\u00fac m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c. Excel cung c\u1ea5p m\u1ed9t b\u1ed9 ch\u1ee9c n\u0103ng \u0111\u1ec3 l\u00e0m cho qu\u1ea3n l\u00fd d\u1eef li\u1ec7u thu\u1eadn ti\u1ec7n v\u00e0 kh\u00f4ng g\u1eb7p r\u1eafc r\u1ed1i.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng SQL c\u01a1 b\u1ea3n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng ph\u00e1t tri\u1ec3n web c\u01a1 b\u1ea3n\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng t\u00ecm m\u1eabu trong c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng data mapping\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng l\u1ea5y \u0111\u01b0\u1ee3c nh\u1eefng insight c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng t\u1eeb d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ede m\u1ed9t \u0111\u1ea7u c\u1ee7a quang ph\u1ed5, ph\u00e2n t\u00edch d\u1eef li\u1ec7u ch\u1ed3ng ch\u00e9o v\u1edbi s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea v\u00e0 to\u00e1n cao c\u1ea5p. Trong khi x\u00e9t theo kh\u00eda c\u1ea1nh kh\u00e1c kh\u00e1c, ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 kinh doanh c\u00f3 k\u1ebft n\u1ed1i ch\u1eb7t ch\u1ebd v\u1edbi l\u1eadp tr\u00ecnh v\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6716 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-2.png\" alt=\"C\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst: Top skill c\u1ee7a Data Analyst\" width=\"502\" height=\"610\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-2.png 502w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-2-247x300.png 247w\" sizes=\"(max-width: 502px) 100vw, 502px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETop skill c\u1ee7a Data Analyst\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EK\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh c\u1ea7n c\u00f3\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ER v\u00e0 Python l\u00e0 hai trong s\u1ed1 c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn nh\u1ea5t trong c\u00e1c c\u00f4ng vi\u1ec7c c\u00f3 li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u. M\u1eb7c d\u00f9 R c\u00f3 h\u1ed7 tr\u1ee3 \u0111i\u1ec7n to\u00e1n v\u00e0 \u0111\u1ed3 h\u1ecda th\u1ed1ng k\u00ea, nh\u01b0ng \u0111\u1eb7c t\u00ednh d\u1ec5 s\u1eed d\u1ee5ng c\u1ee7a Python l\u00e0m cho n\u00f3 tr\u1edf th\u00e0nh ng\u00f4n ng\u1eef th\u00f4ng d\u1ee5ng trong c\u00e1c d\u1ef1 \u00e1n l\u1edbn nhi\u1ec1u h\u01a1n R.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ENg\u00f4n ng\u1eef l\u1eadp tr\u00ecnh R\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi n\u00f3i v\u1ec1 R, c\u00f3 m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c nh\u1ea5t \u0111\u1ecbnh m\u00e0 b\u1ea1n n\u00ean t\u1eadp trung v\u00e0o \u0111\u1ec3 hi\u1ec3u r\u00f5 v\u1ec1 ng\u00f4n ng\u1eef n\u00e0y c\u0169ng nh\u01b0 c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDPPLYR ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u1ea7u n\u1ed1i gi\u1eefa R v\u00e0 SQL. N\u00f3 kh\u00f4ng ch\u1ec9 d\u1ecbch c\u00e1c \u0111o\u1ea1n code b\u1eb1ng ng\u00f4n ng\u1eef SQL, m\u00e0 c\u00f2n ho\u1ea1t \u0111\u1ed9ng c\u00f9ng v\u1edbi c\u1ea3 hai lo\u1ea1i d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGGPLOT2 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng gi\u00fap ng\u01b0\u1eddi d\u00f9ng x\u00e2y d\u1ef1ng c\u00e1c l\u00f4 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ch\u1ec9nh s\u1eeda n\u1ebfu c\u1ea7n thi\u1ebft, d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u1ed3 h\u1ecda. H\u01a1n n\u1eefa, hai h\u1ec7 th\u1ed1ng con c\u1ee7a GGPLOT2 r\u1ea5t h\u1eefu \u00edch. \u0110\u00f3 l\u00e0 GGally (gi\u00fap chu\u1ea9n b\u1ecb c\u00e1c network plots) v\u00e0 GGPAIRS (ma tr\u1eadn).\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EReshape2: d\u1ef1a tr\u00ean hai \u0111\u1ecbnh d\u1ea1ng, meta v\u00e0 cast, trong khi meta chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u t\u1eeb d\u1eef li\u1ec7u \u0111\u1ecbnh d\u1ea1ng r\u1ed9ng th\u00e0nh d\u1eef li\u1ec7u \u0111\u1ecbnh d\u1ea1ng d\u00e0i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPython\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPython l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u0111\u01a1n gi\u1ea3n nh\u1ea5t v\u00e0 b\u1edfi th\u1ebf, n\u00f3 l\u00e0 ng\u00f4n ng\u1eef l\u00fd t\u01b0\u1edfng cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u. C\u00e1c th\u01b0 vi\u1ec7n Python s\u1ebd gi\u00fap b\u1ea1n c\u00f3 m\u1ed9t kh\u1edfi \u0111\u1ea7u t\u1ed1t trong th\u1ebf gi\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u: Numpy, Pandas, Matplotlib, Scipy, Scikit-Learn, Ipython, Ipython Notebooks, Anaconda v\u00e0 Seaborn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETh\u1ed1ng k\u00ea\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1eadp tr\u00ecnh s\u1ebd l\u00e0 v\u00f4 ngh\u0129a n\u1ebfu d\u1eef li\u1ec7u kh\u00f4ng \u0111\u01b0\u1ee3c di\u1ec5n gi\u1ea3i m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c. M\u1ed9t khi n\u00f3i v\u1ec1 d\u1eef li\u1ec7u, s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea s\u1ebd lu\u00f4n \u0111\u01b0\u1ee3c nh\u1eafc \u0111\u1ebfn. Nhi\u1ec1u k\u1ef9 n\u0103ng th\u1ed1ng k\u00ea l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t roadmap th\u00e0nh c\u00f4ng cho ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Ch\u1eb3ng h\u1ea1n nh\u01b0 h\u00ecnh th\u00e0nh b\u1ed9 d\u1eef li\u1ec7u, ki\u1ebfn \u200b\u200bth\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 trung b\u00ecnh c\u1ed9ng, mode, SD v\u00e0 c\u00e1c bi\u1ebfn kh\u00e1c, bi\u1ec3u \u0111\u1ed3, ph\u1ea7n tr\u0103m, x\u00e1c su\u1ea5t, ANOVA, chu\u1ed7i v\u00e0 ph\u00e2n ph\u1ed1i d\u1eef li\u1ec7u trong m\u1ed9t s\u1ed1 nh\u00f3m nh\u1ea5t \u0111\u1ecbnh , nguy\u00ean t\u1eafc t\u01b0\u01a1ng quan v\u00e0 nhi\u1ec1u h\u01a1n th\u1ebf n\u1eefa.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ES\u1ed1 h\u1ecdc\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 m\u1ed9t tr\u00f2 ch\u01a1i c\u1ee7a nh\u1eefng con s\u1ed1: N\u1ebfu b\u1ea1n l\u00e0m vi\u1ec7c t\u1ed1t v\u1edbi c\u00e1c con s\u1ed1, b\u1ea1n s\u1ebd l\u00e0 ng\u01b0\u1eddi l\u00fd t\u01b0\u1edfng \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst. N\u1eafm c\u00e1c ki\u1ebfn th\u1ee9c n\u00e2ng cao v\u1ec1 ma tr\u1eadn v\u00e0 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, \u0111\u1ea1i s\u1ed1 quan h\u1ec7, \u0111\u1ecbnh l\u00fd CAP, c\u00e1c khung d\u1eef li\u1ec7u v\u00e0 series trong l\u00f2ng b\u00e0n tay c\u0169ng l\u00e0 c\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst th\u00e0nh c\u00f4ng m\u00e0 b\u1ea1n c\u1ea7n bi\u1ebft.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EMachine learning\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMachine learning l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 n\u0103ng m\u1ea1nh m\u1ebd nh\u1ea5t \u0111\u1ec3 h\u1ecdc n\u1ebfu b\u1ea1n mu\u1ed1n h\u1ecdc c\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst. \u0110\u00e2y th\u1ef1c ch\u1ea5t l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a ph\u00e9p t\u00ednh \u0111a bi\u1ebfn v\u00e0 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, c\u00f9ng v\u1edbi s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea. B\u1ea1n kh\u00f4ng c\u1ea7n \u0111\u1ea7u t\u01b0 v\u00e0o b\u1ea5t k\u1ef3 thu\u1eadt to\u00e1n machine learning n\u00e0o khi b\u1ea1n c\u1ea7n n\u00e2ng c\u1ea5p k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 3 lo\u1ea1i machine learning b\u1ea1n c\u1ea7n bi\u1ebft:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong qu\u00e1 tr\u00ecnh h\u1ecdc c\u00f3 gi\u00e1m s\u00e1t, thu\u1eadt to\u00e1n m\u00e1y t\u00ednh h\u1ecdc theo hai giai \u0111o\u1ea1n: giai \u0111o\u1ea1n h\u1ecdc v\u00e0 giai \u0111o\u1ea1n ki\u1ec3m tra. Trong giai \u0111o\u1ea1n \u0111\u1ea7u ti\u00ean, m\u00e1y t\u00ednh h\u1ecdc v\u00e0 th\u00edch nghi v\u1edbi vi\u1ec7c h\u1ecdc, trong khi \u1edf l\u1ea7n th\u1ee9 hai, n\u00f3 tr\u1edf n\u00ean “th\u1ef1c” h\u01a1n r\u1ea5t nhi\u1ec1u. V\u00ed d\u1ee5, v\u1edbi \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh, nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i tr\u01b0\u1edbc ti\u00ean x\u00e1c \u0111\u1ecbnh gi\u1ecdng n\u00f3i v\u00e0 ng\u1eef \u0111i\u1ec7u x\u00e1c th\u1ef1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng sau \u0111\u00f3 m\u1edbi \u00e1p d\u1ee5ng n\u00f3 v\u00e0o c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng trong t\u01b0\u01a1ng lai. C\u00e1c c\u00f4ng c\u1ee5 m\u00e0 b\u1ea1n s\u1ebd s\u1eed d\u1ee5ng \u1edf \u0111\u00e2y l\u1ea7n l\u01b0\u1ee3t l\u00e0 h\u1ed3i quy logistic, c\u00e2y quy\u1ebft \u0111\u1ecbnh, m\u00e1y vector h\u1ed7 tr\u1ee3 v\u00e0 ph\u00e2n lo\u1ea1i Naive Bayes.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ecdc kh\u00f4ng gi\u00e1m s\u00e1t l\u00e0 khi c\u00f3 nhi\u1ec1u m\u1ed1i quan h\u1ec7 gi\u1eefa m\u1ed9t s\u1ed1 items v\u00e0 m\u1ed9t \u0111\u1ed9ng c\u01a1 g\u1ee3i \u00fd cung c\u1ea5p c\u00e1c \u0111\u1ec1 xu\u1ea5t th\u1eddi gian th\u1ef1c. M\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh l\u00e0 danh s\u00e1ch b\u1ea1n b\u00e8 c\u1ee7a Facebook. C\u00e1c c\u00f4ng c\u1ee5 m\u00e0 b\u1ea1n s\u1ebd s\u1eed d\u1ee5ng l\u00e0 Principal Component Analysis, Singular Value Decomposition, thu\u1eadt to\u00e1n ph\u00e2n c\u1ee5m v\u00e0 Independent Component Analysis.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ecdc t\u1eadp c\u1ee7ng c\u1ed1 l\u00e0 m\u1ed9t kh\u00f4ng gian gi\u1eefa h\u1ecdc t\u1eadp c\u00f3 gi\u00e1m s\u00e1t v\u00e0 h\u1ecdc t\u1eadp kh\u00f4ng gi\u00e1m s\u00e1t khi c\u00f3 c\u01a1 h\u1ed9i c\u1ea3i thi\u1ec7n ho\u1eb7c \u0111i xa h\u01a1n. C\u00e1c c\u00f4ng c\u1ee5 m\u00e0 b\u1ea1n s\u1ebd s\u1eed d\u1ee5ng bao g\u1ed3m TD-LEARNING, Q-LEARNING v\u00e0 thu\u1eadt to\u00e1n di truy\u1ec1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6715 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-3.jpg\" alt=\"C\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst: K\u1ef9 n\u0103ng Data Analyst trong m\u1ed9t d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m\" width=\"1491\" height=\"913\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-3.jpg 1491w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-3-300x184.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-3-1024x627.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-3-768x470.jpg 768w\" sizes=\"(max-width: 1491px) 100vw, 1491px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng Data Analyst trong m\u1ed9t d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EData Wrangling\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETheo m\u1ed9t ngh\u0129a n\u00e0o \u0111\u00f3, data wrangling – x\u1eed l\u00fd d\u1eef li\u1ec7u th\u00f4 – l\u00e0 n\u01a1i t\u1ea5t c\u1ea3 c\u00e1c d\u1eef li\u1ec7u nghi\u00ean c\u1ee9u k\u1ebft h\u1ee3p v\u1edbi nhau \u0111\u1ec3 t\u1ea1o th\u00e0nh m\u1ed9t t\u1ed5ng th\u1ec3 duy nh\u1ea5t, g\u1eafn k\u1ebft. Trong data Wrangling, d\u1eef li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c chuy\u1ec3n th\u00e0nh c\u00e1c b\u1ed9 logic c\u00f3 c\u1ea5u tr\u00fac, c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng \u0111\u00fang. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y, b\u1ea1n c\u00f3 th\u1ec3 c\u1ea7n ph\u1ea3i l\u00e0m vi\u1ec7c v\u1edbi c\u1ea3 c\u01a1 s\u1edf d\u1eef li\u1ec7u d\u1ef1a tr\u00ean SQL v\u00e0 NoQuery, ho\u1ea1t \u0111\u1ed9ng nh\u01b0 c\u00e1c central hubs. M\u1ed9t v\u00e0i v\u00ed d\u1ee5 c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn bao g\u1ed3m Postgresql, Hadoop, MySQL, MongoDB, Netezza, Spark, Oracle, v.v.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETruy\u1ec1n th\u00f4ng v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 kinh doanh kh\u00f4ng gi\u1edbi h\u1ea1n trong vi\u1ec7c di\u1ec5n gi\u1ea3i v\u00e0 b\u00e1o c\u00e1o d\u1eef li\u1ec7u. C\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u0169ng \u0111\u01b0\u1ee3c mong \u0111\u1ee3i \u200b\u200bs\u1ebd truy\u1ec1n \u0111\u1ea1t c\u00e1c insights c\u0103n c\u1ed1t cho t\u1ea5t c\u1ea3 c\u00e1c b\u00ean li\u00ean quan. Ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 m\u00e3 h\u00f3a tr\u1ef1c quan, nh\u01b0 AS.ggplot, matplotlib, D3.js v\u00e0 SeaBorne, l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u1ef1c hi\u1ec7n \u0111i\u1ec1u n\u00e0y m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u1ea3m nh\u1eadn t\u1ed1t v\u1ec1 d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e3y gi\u1ea3 s\u1eed b\u1ea1n l\u00e0m vi\u1ec7c trong m\u1ed9t t\u1ed5 ch\u1ee9c v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. B\u1ea1n \u0111\u00e3 ph\u00e2n t\u00edch m\u1ed9t b\u1ed9 d\u1eef li\u1ec7u v\u00e0 \u0111\u00e3 g\u1eedi b\u00e1o c\u00e1o c\u1ee7a b\u1ea1n cho team kh\u00e1c \u0111\u1ec3 h\u1ecd c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh. Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u c\u00f4ng vi\u1ec7c c\u1ee7a d\u1ef1 \u00e1n, team c\u00f3 th\u1ec3 c\u00f3 m\u1ed9t v\u00e0i c\u00e2u h\u1ecfi \u0111\u1ec3 hi\u1ec3u \u0111\u00fang v\u1ec1 d\u1ef1 \u00e1n v\u00e0 c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u. Nh\u01b0ng b\u1ea1n c\u00f3 th\u1ec3 kh\u00f4ng c\u00f3 \u0111\u1ee7 th\u1eddi gian \u0111\u1ec3 tr\u1ea3 l\u1eddi t\u1ea5t c\u1ea3 nh\u1eefng c\u00e2u h\u1ecfi n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00f3 l\u00e0 n\u01a1i m\u00e0 tr\u1ef1c gi\u00e1c d\u1eef li\u1ec7u ph\u00e1t huy t\u00e1c d\u1ee5ng. V\u1edbi kinh nghi\u1ec7m c\u1ee7a m\u00ecnh, b\u1ea1n t\u00ecm hi\u1ec3u nh\u1eefng c\u00e2u h\u1ecfi n\u00e0o c\u00f3 kh\u1ea3 n\u0103ng \u0111\u01b0\u1ee3c \u0111\u1eb7t ra v\u00e0 c\u00e1ch qu\u1ea3n l\u00fd m\u1ed9t b\u1ed9 c\u00e2u tr\u1ea3 l\u1eddi s\u1ebd gi\u1ea3i quy\u1ebft t\u1ea5t c\u1ea3 c\u00e1c \u0111i\u1ec3m m\u00f9 t\u1ed3n t\u1ea1i. \u0110i\u1ec1u n\u00e0y c\u0169ng s\u1ebd gi\u00fap b\u1ea1n ph\u00e2n lo\u1ea1i c\u00e1c c\u00e2u h\u1ecfi th\u00e0nh 2 lo\u1ea1i n\u00ean bi\u1ebft ho\u1eb7c c\u1ea7n bi\u1ebft.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst: C\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi c\u00e1c nh\u00e0 ph\u00e2n t\u00edch nghi\u1ec7p v\u1ee5 doanh nghi\u1ec7p\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EThu th\u1eadp v\u00e0 tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u s\u1ed1\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ecm xu h\u01b0\u1edbng, m\u1eabu v\u00e0 thu\u1eadt to\u00e1n trong d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDi\u1ec5n gi\u1ea3i c\u00e1c con s\u1ed1\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00c1p d\u1ee5ng c\u00e1c quy\u1ebft \u0111\u1ecbnh n\u00e0y trong qu\u00e1 tr\u00ecnh kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cb\u003EC\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E th\u00e0nh c\u00f4ng, \u0111\u00f3 l\u00e0 b\u1ea1n c\u1ea7n c\u00f3 ni\u1ec1m \u0111am m\u00ea v\u1edbi c\u00e1c con s\u1ed1, kh\u1ea3 n\u0103ng tr\u00edch xu\u1ea5t nh\u1eefng hi\u1ec3u bi\u1ebft h\u1eefu \u00edch t\u1eeb d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd v\u00e0 k\u1ef9 n\u0103ng tr\u00ecnh b\u00e0y nh\u1eefng hi\u1ec3u bi\u1ebft n\u00e0y \u1edf d\u1ea1ng tr\u1ef1c quan m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c. Nh\u1eefng k\u1ef9 n\u0103ng n\u00e0y kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c h\u1ecdc ng\u00e0y m\u1ed9t ng\u00e0y hai. V\u1edbi s\u1ef1 ki\u00ean nh\u1eabn, th\u00e1i \u0111\u1ed9 l\u00e0m vi\u1ec7c ch\u0103m ch\u1ec9 v\u00e0 s\u1ef1 h\u01b0\u1edbng d\u1eabn \u0111\u00fang \u0111\u1eafn, b\u1ea5t c\u1ee9 \u0111i\u1ec1u g\u00ec c\u0169ng c\u00f3 th\u1ec3. T\u1ea5t c\u1ea3 \u0111\u1ec1u b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t k\u1ebf ho\u1ea1ch c\u1ee5 th\u1ec3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u0110\u1ec3 theo \u0111u\u1ed5i ngh\u1ec1 v\u00e0 tr\u1edf th\u00e0nh m\u1ed9t Data analyst, b\u1ea1n c\u00f3 th\u1ec3 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-viec-cua-data-analyst\/khoa-hoc-data-analyst-data-analysis\/\"\u003Eh\u1ecdc data analyst online\u003C\/a\u003E\u00a0\u003C\/strong\u003Engay t\u1ea1i Cole.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/phan-tich-du-lieu-trong-excel\/\"\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"C\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst th\u00e0nh c\u00f4ng? C\u00e1ch \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst – L\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00e3 nhanh ch\u00f3ng tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm nhi\u1ec1u nh\u1ea5t cho c\u00e1c chuy\u00ean gia t\u1eeb nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau.\u00a0 C\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u1eb1m g\u1ea7n \u0111\u1ea7u […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cach-de-tro-thanh-Business-Analyst-1-1.jpg"},{"ID":6728,"post_title":"L\u01b0\u01a1ng Business Analyst: Ph\u00e2n t\u00edch thu nh\u1eadp c\u1ee7a ngh\u1ec1","post_date":"26\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EL\u01b0\u01a1ng Business Analyst\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E nh\u01b0 th\u1ebf n\u00e0o l\u00e0 c\u00e2u h\u1ecfi m\u00e0 b\u1ea5t c\u1ee9 ai c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng l\u00e0m BA \u0111\u1ec1u th\u1eafc m\u1eafc. S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a BA c\u0169ng nh\u01b0 vai tr\u00f2 quan tr\u1ecdng c\u1ee7a n\u00f3 v\u1edbi m\u1ecdi c\u00f4ng ty \u0111\u1ec1u \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan h\u01a1n v\u1ec1 thu nh\u1eadp c\u1ee7a m\u1ed9t Business Analyst.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh Business Analyst?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc \u0111\u1ea7u ti\u00ean khi d\u1ea5n th\u00e2n v\u00e0o b\u1ea5t c\u1ee9 ng\u00e0nh ngh\u1ec1 n\u00e0o c\u0169ng l\u00e0 l\u00e0m quen v\u1edbi m\u1ecdi \u0111i\u1ec1u nh\u1ecf nh\u1eb7t v\u00e0 t\u1ed5ng quan l\u0129nh v\u1ef1c li\u00ean quan \u0111\u1ebfn v\u1ecb tr\u00ed b\u1ea1n mong mu\u1ed1n. Vai tr\u00f2 c\u01a1 b\u1ea3n c\u1ee7a m\u1ed9t ng\u01b0\u1eddi ph\u00e2n t\u00edch kinh doanh l\u00e0 x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u v\u00e0 v\u1ea5n \u0111\u1ec1 c\u1ee7a m\u1ed9t doanh nghi\u1ec7p sau \u0111\u00f3 h\u01b0\u1edbng \u0111\u1ebfn c\u00e1c c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n. M\u1eb7c d\u00f9 b\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e3 c\u00f3 \u00fd th\u1ee9c v\u1ec1 tr\u00e1ch nhi\u1ec7m c\u1ee7a m\u00ecnh th\u00f4ng qua kinh nghi\u1ec7m l\u00e0m vi\u1ec7c trong m\u1ed9t l\u0129nh v\u1ef1c li\u00ean quan tr\u01b0\u1edbc \u0111\u00f3, b\u1ea1n v\u1eabn s\u1ebd c\u1ea7n c\u00f3 m\u1ed9t s\u1ef1 hi\u1ec3u bi\u1ebft r\u00f5 r\u00e0ng v\u1ec1 c\u00e1c nguy\u00ean t\u1eafc ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1ch \u0111\u1ec3 x\u00e2y d\u1ef1ng s\u1ef1 nghi\u1ec7p tr\u1edf th\u00e0nh Business Analyst c\u1ee7a b\u1ea1n:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn b\u1eb1ng MBA ho\u1eb7c c\u00e1c ch\u1ee9ng ch\u1ec9 li\u00ean quan \u0111\u1ebfn kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 \u0111\u01b0\u1ee3c kinh nghi\u1ec7m phong ph\u00fa khi l\u00e0m vi\u1ec7c trong nhi\u1ec1u d\u1ef1 \u00e1n v\u1edbi c\u00e1c ng\u00e0nh kh\u00e1c nhau\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETham gia c\u00e1c kh\u00f3a h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u00e0 t\u1eadp luy\u1ec7n c\u00e1ch tr\u00ecnh b\u00e0y ch\u00fang\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1t tri\u1ec3n m\u1ed9t portfolio ph\u00e2n v\u1ec1 t\u00edch kinh doanh, n\u01a1i b\u1ea1n c\u00f3 th\u1ec3 cho m\u1ecdi ng\u01b0\u1eddi th\u1ea5y v\u1ec1 c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/business-analyst-la-gi\/\"\u003EBusiness Analyst l\u00e0 g\u00ec?\u003C\/a\u003E\u003C\/strong\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6729 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-2.jpg\" alt=\"H\u00e0nh tr\u00ecnh tr\u1edf th\u00e0nh Business Analyst\" width=\"1170\" height=\"864\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-2.jpg 1170w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-2-300x222.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-2-1024x756.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-2-768x567.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-2-340x250.jpg 340w\" sizes=\"(max-width: 1170px) 100vw, 1170px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u00e0nh tr\u00ecnh tr\u1edf th\u00e0nh Business Analyst\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u01b0\u01a1ng Business Analyst \u1edf v\u1ecb tr\u00ed Fresher\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ee9c \u003C\/span\u003E\u003Cb\u003El\u01b0\u01a1ng Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E trung b\u00ecnh cho m\u1ee9c \u0111\u1ed9 fresher l\u00e0 $70,660 m\u1ed7i n\u0103m. \u1ede c\u1ea5p \u0111\u1ed9 n\u00e0y, b\u1ea1n n\u00ean nh\u1eadn th\u1ee9c r\u00f5 v\u1ec1 c\u00e1c framework, ph\u01b0\u01a1ng ph\u00e1p, c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 trong kinh doanh n\u00f3i chung.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u01b0\u01a1ng Business Analyst \u1edf v\u1ecb tr\u00ed Experienced\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ee9c \u003C\/span\u003E\u003Cb\u003El\u01b0\u01a1ng Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E trung b\u00ecnh cho c\u00e1c v\u1ecb tr\u00ed chuy\u00ean gia, ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m l\u00e0 $83,008 m\u1ed7i n\u0103m. \u1ede c\u1ea5p \u0111\u1ed9 n\u00e0y, b\u1ea1n s\u1ebd c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 \u0111o l\u01b0\u1eddng c\u00e1c framework kinh doanh v\u00e0 c\u00e1ch ch\u00fang \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u1ed9t t\u1ed5 ch\u1ee9c v\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6730 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-2-1.jpg\" alt=\"C\u00e1c m\u1ee9c l\u01b0\u01a1ng theo v\u1ecb tr\u00ed ph\u1ed5 bi\u1ebfn trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\" width=\"1190\" height=\"778\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-2-1.jpg 1190w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-2-1-300x196.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-2-1-1024x669.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-2-1-768x502.jpg 768w\" sizes=\"(max-width: 1190px) 100vw, 1190px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c m\u1ee9c l\u01b0\u01a1ng theo v\u1ecb tr\u00ed ph\u1ed5 bi\u1ebfn trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u01b0\u01a1ng Business Analyst \u1edf Vi\u1ec7t Nam?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1i Vi\u1ec7t Nam, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng Business Analyst ng\u00e0y m\u1ed9t t\u0103ng cao khi v\u1ecb tr\u00ed n\u00e0y ng\u00e0y c\u00e0ng quan tr\u1ecdng v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p. M\u1ee9c l\u01b0\u01a1ng Business Analyst t\u1ea1i Vi\u1ec7t Nam d\u1ef1a v\u00e0o s\u1ed1 n\u0103m kinh nghi\u1ec7m v\u00e0 n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ee5 th\u1ec3:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFresher (0-1 n\u0103m kinh nghi\u1ec7m): giao \u0111\u1ed9ng 7.000.000-12.000.000 tri\u1ec7u VN\u0110\/th\u00e1ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EJunior (1-3 n\u0103m kinh nghi\u1ec7m): giao \u0111\u1ed9ng 12.000.000-20.000.000 tri\u1ec7u VN\u0110\/th\u00e1ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESenior (4-h\u01a1n 5 n\u0103m kinh nghi\u1ec7m): giao \u0111\u1ed9ng 20.000.000-35.000.000 tri\u1ec7u VN\u0110\/th\u00e1ng\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ee9c thu nh\u1eadp tr\u00ean c\u00f3 th\u1ec3 cao h\u01a1n v\u1edbi c\u00e1c v\u1ecb tr\u00ed manager, principal,… – c\u1ee5 th\u1ec3 l\u00ean \u0111\u1ebfn 40.000.000-50.000.000 tri\u1ec7u VN\u0110\/th\u00e1ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 c\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u1ea1n c\u1ea7n c\u00f3 lo\u1ea1i b\u1eb1ng n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh BA?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eb1ng c\u1eed nh\u00e2n kinh t\u1ebf ho\u1eb7c b\u1ea5t k\u1ef3 l\u0129nh v\u1ef1c li\u00ean quan n\u00e0o kh\u00e1c \u0111\u1ec1u c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t \u0111i\u1ec3m c\u1ed9ng. Tuy nhi\u00ean, m\u1ed9t s\u1ed1 c\u00f4ng ty c\u0169ng y\u00eau c\u1ea7u b\u1eb1ng th\u1ea1c s\u0129. C\u00e1c l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u kh\u00e1c c\u00f3 li\u00ean quan bao g\u1ed3m t\u00e0i ch\u00ednh, khoa h\u1ecdc m\u00e1y t\u00ednh, qu\u1ea3n tr\u1ecb kinh doanh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EB\u1ea1n c\u1ea7n c\u00f3 ch\u1ee9ng ch\u1ec9 n\u00e0o \u0111\u1ec3 tr\u1edf th\u00e0nh BA?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7n Ph\u00e2n t\u00edch Kinh doanh Qu\u1ed1c t\u1ebf (IIBA) l\u00e0 hi\u1ec7p h\u1ed9i h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi cung c\u1ea5p gi\u1ea5y ch\u1ee9ng nh\u1eadn ph\u00e2n t\u00edch kinh doanh uy t\u00edn. C\u00f3 m\u1ed9t s\u1ed1 b\u00e0i ki\u1ec3m tra nh\u01b0 c\u00e1c k\u1ef3 thi ECBA, CCBA v\u00e0 CBAP m\u00e0 b\u1ea1n s\u1ebd c\u1ea7n v\u01b0\u1ee3t qua \u0111\u1ec3 tr\u1edf th\u00e0nh nh\u00e0 ph\u00e2n t\u00edch kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ET\u00f4i c\u00f3 th\u1ec3 mong \u0111\u1ee3i m\u1ee9c thu nh\u1eadp bao nhi\u00eau v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t BA?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a nh\u00e0 ph\u00e2n t\u00edch kinh doanh ph\u1ee5 thu\u1ed9c v\u00e0o kinh nghi\u1ec7m v\u00e0 khu v\u1ef1c. N\u1ebfu b\u1ea1n kh\u00f4ng ch\u1eafc ch\u1eafn v\u1ec1 m\u1ee9c l\u01b0\u01a1ng, b\u1ea1n c\u00f3 th\u1ec3 ki\u1ec3m tra tr\u00ean c\u00e1c trang web nh\u01b0 Glassdoor, PayScale ho\u1eb7c Indeed’s Salary Calculator \u0111\u1ec3 bi\u1ebft th\u00eam v\u1ec1 \u003C\/span\u003E\u003Cb\u003El\u01b0\u01a1ng Business Analyst\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E d\u1ef1a tr\u00ean v\u1ecb tr\u00ed, ng\u00e0nh c\u00f4ng nghi\u1ec7p v\u00e0 kinh nghi\u1ec7m.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBusiness Analyst c\u00f3 ph\u1ea3i l\u00e0 m\u1ed9t v\u1ecb tr\u00ed IT kh\u00f4ng?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t nh\u00e0 ph\u00e2n t\u00edch kinh doanh l\u00e0m vi\u1ec7c ch\u1eb7t ch\u1ebd v\u1edbi \u0111\u1ed9i ng\u0169 kinh doanh v\u00e0 CNTT. H\u1ecd c\u0169ng c\u1ea7n s\u1edf h\u1eefu c\u00e1c k\u1ef9 n\u0103ng thi\u00ean v\u1ec1 k\u1ef9 thu\u1eadt v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c m\u00e1y t\u00ednh \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p t\u1ed1t nh\u1ea5t cho m\u1ed9t doanh nghi\u1ec7p. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao h\u1ea7u h\u1ebft c\u00e1c c\u00f4ng ty coi n\u00f3 l\u00e0 m\u1ed9t vai tr\u00f2 c\u00f3 t\u00ednh k\u1ef9 thu\u1eadt trong b\u1ed9 ph\u1eadn CNTT.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i nh\u00e0 kh\u00f4ng?\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh ch\u1eafc ch\u1eafn c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i nh\u00e0, nh\u01b0ng \u0111i\u1ec1u n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o quy \u0111\u1ecbnh c\u1ee7a c\u00f4ng ty v\u00e0 nhi\u1ec7m v\u1ee5 c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EK\u1ef9 n\u0103ng h\u00e0ng \u0111\u1ea7u m\u00e0 Business Analyst c\u1ea7n c\u00f3?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBusiness Analyst \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a m\u1ed9t doanh nghi\u1ec7p, t\u1eeb t\u1ea1o ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c m\u1edbi cho \u0111\u1ebfn thi\u1ebft l\u1eadp c\u1ea5u tr\u00fac c\u1ee7a doanh nghi\u1ec7p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c k\u1ef9 n\u0103ng ph\u00e2n t\u00edch kinh doanh h\u00e0ng \u0111\u1ea7u s\u1ebd gi\u00fap b\u1ea1n th\u00e0nh c\u00f4ng:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c m\u1ee5c ti\u00eau trong kinh doanh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng t\u01b0 duy ph\u1ea3n bi\u1ec7n v\u00e0 ph\u00e2n t\u00edch\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGiao ti\u1ebfp t\u1ed1t, c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e0m ph\u00e1n v\u00e0 k\u1ef9 n\u0103ng giao ti\u1ebfp\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n t\u00edch chi ph\u00ed l\u1ee3i nhu\u1eadn \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 chi ph\u00ed v\u00e0 l\u1ee3i nhu\u1eadn d\u1ef1 ki\u1ebfn\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ebfn th\u1ee9c th\u1ef1c h\u00e0nh v\u1ec1 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u00e0m ch\u1ee7 c\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n v\u00e0 t\u1ea1o b\u00e1o c\u00e1o\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 n\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c v\u1ec1 Microsoft Excel, c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00e0 SQL\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ef9 n\u0103ng so\u1ea1n th\u1ea3o v\u00e0 thuy\u1ebft tr\u00ecnh\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u00ecn chung, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh c\u1ea7n c\u00f3 c\u00e1c m\u1ee9c \u0111\u1ed9 y\u00eau c\u1ea7u kh\u00e1c nhau c\u1ee7a c\u1ea3 k\u1ef9 n\u0103ng c\u1ee9ng v\u00e0 k\u1ef9 n\u0103ng m\u1ec1m. \u0110i\u1ec1u n\u00e0y gi\u00fap h\u1ecd nh\u00ecn th\u1ea5y b\u1ee9c tranh to\u00e0n c\u1ea3nh v\u00e0 ph\u1ea1m vi r\u1ed9ng h\u01a1n c\u1ee7a nh\u1eefng th\u00e1ch th\u1ee9c trong ng\u00e0nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6731 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-3-1.jpg\" alt=\"C\u00e1c chuy\u00ean m\u00f4n c\u1ea7n c\u00f3 c\u1ee7a Business Analyst\" width=\"960\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-3-1.jpg 960w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-3-1-300x225.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-3-1-768x576.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chuy\u00ean m\u00f4n c\u1ea7n c\u00f3 c\u1ee7a Business Analyst\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHy v\u1ecdng c\u00e2u tr\u1ea3 l\u1eddi v\u1ec1 \u003C\/span\u003E\u003Cb\u003El\u01b0\u01a1ng Business Analyst \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Etr\u00ean \u0111\u00e2y c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 gi\u00fap b\u1ea1n hi\u1ec3u t\u01b0\u1eddng t\u1eadn v\u1ec1 m\u1ee9c thu nh\u1eadp b\u1ea1n s\u1ebd c\u00f3 \u0111\u01b0\u1ee3c n\u1ebfu tr\u1edf th\u00e0nh Business Analyst. Tham kh\u1ea3o ngay c\u00e1c b\u00e0i vi\u1ebft ti\u00eau bi\u1ec3u kh\u00e1c v\u1ec1 BA t\u1ea1i website c\u1ee7a ch\u00fang t\u00f4i ngay h\u00f4m nay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ETham kh\u1ea3o ngay c\u00e1c b\u00e0i vi\u1ebft ti\u00eau bi\u1ec3u kh\u00e1c v\u1ec1 BA v\u00e0 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Eh\u1ecdc BA\u003C\/a\u003E\u003C\/strong\u003E t\u1ea1i website Cole ngay h\u00f4m nay.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/nhung-tai-lieu-hay-ve-nghe-ba-business-analysis\/\"\u003ENh\u1eefng t\u00e0i li\u1ec7u hay v\u1ec1 ngh\u1ec1 BA – Business Analysis\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"L\u01b0\u01a1ng Business Analyst nh\u01b0 th\u1ebf n\u00e0o l\u00e0 c\u00e2u h\u1ecfi m\u00e0 b\u1ea5t c\u1ee9 ai c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng l\u00e0m BA \u0111\u1ec1u th\u1eafc m\u1eafc. S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a BA c\u0169ng nh\u01b0 vai tr\u00f2 quan tr\u1ecdng c\u1ee7a n\u00f3 v\u1edbi m\u1ecdi c\u00f4ng ty \u0111\u1ec1u \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh. B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Luong-Business-Analyst-1-3.jpg"},{"ID":6692,"post_title":"Ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel: h\u01b0\u1edbng d\u1eabn chi ti\u1ebft nh\u1ea5t","post_date":"25\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu mu\u1ed1n l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, c\u00e1ch \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003Eph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003El\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 n\u0103ng \u0111\u1ea7u ti\u00ean m\u00e0 b\u1ea1n c\u1ea7n ph\u1ea3i thu\u1ea7n th\u1ee5c. B\u1ea1n mu\u1ed1n bi\u1ebft s\u00e2u h\u01a1n v\u1ec1 c\u00e1ch th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 trong excel? H\u00e3y theo d\u00f5i b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t k\u1ef9 thu\u1eadt tuy\u1ec7t v\u1eddi kh\u00e1c \u0111\u1ec3 di\u1ec5n gi\u1ea3i th\u00f4ng tin d\u1ea1ng \u0111\u1ed3 h\u1ecda l\u00e0 bi\u1ec3u \u0111\u1ed3. \u0110\u00e2y l\u00e0 c\u00e1ch t\u00f3m t\u1eaft d\u1eef li\u1ec7u \u0111\u1ec3 c\u00e1c b\u1ed9 d\u1eef li\u1ec7u d\u1ec5 n\u1eafm b\u1eaft v\u00e0 ph\u00e2n t\u00edch h\u01a1n. Excel n\u1ed5i ti\u1ebfng v\u1edbi kh\u1ea3 n\u0103ng t\u1ed5 ch\u1ee9c v\u00e0 t\u00ednh to\u00e1n c\u00e1c con s\u1ed1. M\u1ed9t bi\u1ec3u \u0111\u1ed3 m\u00f4 t\u1ea3 \u0111\u1ed3 h\u1ecda c\u1ee7a b\u1ea5t k\u1ef3 t\u1eadp h\u1ee3p c\u00e1c d\u1eef ki\u1ec7n n\u00e0o. Bi\u1ec3u \u0111\u1ed3 l\u00e0 m\u1ed9t m\u00f4 t\u1ea3 tr\u1ef1c quan v\u1ec1 d\u1eef li\u1ec7u s\u1eed d\u1ee5ng c\u00e1c k\u00fd hi\u1ec7u nh\u01b0 c\u1ed9t trong bi\u1ec3u \u0111\u1ed3 c\u1ed9t ho\u1eb7c d\u00f2ng trong bi\u1ec3u \u0111\u1ed3 d\u00f2ng \u0111\u1ec3 bi\u1ec3u th\u1ecb d\u1eef li\u1ec7u. Excel cung c\u1ea5p nhi\u1ec1u lo\u1ea1i bi\u1ec3u \u0111\u1ed3 ch\u1ecdn b\u1ea1n l\u1ef1a ch\u1ecdn ho\u1eb7c b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng t\u00f9y ch\u1ecdn bi\u1ec3u \u0111\u1ed3 \u0111\u01b0\u1ee3c excel \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 ki\u1ec3m tra c\u00e1c bi\u1ec3u \u0111\u1ed3 ph\u00f9 h\u1ee3p v\u1edbi d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n v\u00e0 ch\u1ecdn m\u1ed9t trong s\u1ed1 \u0111\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBi\u1ec3u \u0111\u1ed3 Excel r\u1ea5t h\u1eefu d\u1ee5ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch nh\u1ea5n m\u1ea1nh v\u00e0o m\u1ed9t ho\u1eb7c m\u1ed9t v\u00e0i th\u00e0nh ph\u1ea7n c\u1ee7a b\u00e1o c\u00e1o. Ch\u00fang ta c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c bi\u1ec3u \u0111\u1ed3 Excel \u0111\u1ec3 l\u1ecdc ra “ti\u1ebfng \u1ed3n” kh\u00f4ng c\u1ea7n thi\u1ebft t\u1eeb c\u00e2u chuy\u1ec7n m\u00e0 ch\u00fang ta \u0111ang c\u1ed1 g\u1eafng truy\u1ec1n t\u1ea3i v\u00e0o th\u1eddi \u0111i\u1ec3m \u0111\u00f3 v\u00e0 thay v\u00e0o \u0111\u00f3 t\u1eadp trung v\u00e0o c\u00e1c bit d\u1eef li\u1ec7u quan tr\u1ecdng nh\u1ea5t. B\u1eb1ng c\u00e1ch \u0111i\u1ec1u h\u01b0\u1edbng \u0111\u1ebfn tab Insert v\u00e0 ch\u1ecdn nh\u00f3m l\u1ec7nh Chart, b\u1ea1n c\u00f3 th\u1ec3 nhanh ch\u00f3ng t\u1ea1o bi\u1ec3u \u0111\u1ed3 PIE, LINE, C\u1ed9t ho\u1eb7c bar chart. Qu\u00e1 tr\u00ecnh t\u1ea1o ra c\u00e1c bi\u1ec3u \u0111\u1ed3 c\u01a1 b\u1ea3n khi \u003C\/span\u003E\u003Cb\u003Eph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o d\u01b0\u1edbi \u0111\u00e2y:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 1: Ch\u1ecdn ph\u1ea1m vi d\u1eef li\u1ec7u.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 2: Ch\u1ecdn Insert > (ch\u1ecdn lo\u1ea1i bi\u1ec3u \u0111\u1ed3 mong mu\u1ed1n t\u1eeb c\u00e1c bi\u1ec3u t\u01b0\u1ee3ng).\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc 3: Khi c\u1ea7n thi\u1ebft, s\u1eeda \u0111\u1ed5i bi\u1ec3u \u0111\u1ed3 ch\u00e8n.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone wp-image-6697 size-full aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5.png\" alt=\"C\u00e1c bi\u1ec3u \u0111\u1ed3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel\" width=\"2560\" height=\"1440\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5.png 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5-300x169.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5-1024x576.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5-768x432.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5-1536x864.png 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-5-2048x1152.png 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c bi\u1ec3u \u0111\u1ed3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110\u1ecbnh d\u1ea1ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ecbnh d\u1ea1ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 l\u00e0m n\u1ed5i b\u1eadt c\u00e1c m\u1eabu v\u00e0 xu h\u01b0\u1edbng trong d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n. Ch\u00fang t\u1ea1o c\u00e1c quy t\u1eafc x\u00e1c \u0111\u1ecbnh \u0111\u1ecbnh d\u1ea1ng c\u1ee7a c\u00e1c \u00f4 d\u1ef1a tr\u00ean c\u00e1c gi\u00e1 tr\u1ecb c\u1ee7a ch\u00fang \u0111\u1ec3 s\u1eed d\u1ee5ng n\u00f3. \u0110\u1ecbnh d\u1ea1ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho m\u1ed9t lo\u1ea1t c\u00e1c \u00f4 (c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn ho\u1eb7c ph\u1ea1m vi \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u00ean), b\u1ea3ng Excel v\u00e0 th\u1eadm ch\u00ed l\u00e0 m\u1ed9t b\u00e1o c\u00e1o PivotTable trong Excel cho Windows. Th\u1ef1c hi\u1ec7n theo c\u00e1c b\u01b0\u1edbc \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp d\u01b0\u1edbi \u0111\u00e2y \u0111\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u1ecbnh d\u1ea1ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n. Click v\u00e0o Conditional Formatting v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc d\u01b0\u1edbi \u0111\u00e2y:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Col\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E N\u1ebfu b\u1ea1n mu\u1ed1n thay \u0111\u1ed5i c\u00e1c gi\u00e1 tr\u1ecb trong c\u00e1c \u00f4 ri\u00eang l\u1ebb, h\u00e3y ch\u1ecdn t\u00f4 s\u00e1ng c\u00e1c quy t\u1eafc \u00f4 ho\u1eb7c quy t\u1eafc tr\u00ean\/d\u01b0\u1edbi, sau \u0111\u00f3 ch\u1ecdn t\u00f9y ch\u1ecdn t\u01b0\u01a1ng \u1ee9ng v\u1edbi nhu c\u1ea7u c\u1ee7a b\u1ea1n. N\u1ebfu b\u1ea1n mu\u1ed1n l\u00e0m n\u1ed5i b\u1eadt ng\u00e0y sau tu\u1ea7n n\u00e0y, ch\u1ecdn c\u00e1c s\u1ed1 t\u1eeb 50 \u0111\u1ebfn 100 ho\u1eb7c 10% \u0111i\u1ec3m th\u1ea5p nh\u1ea5t, h\u00e3y ch\u1ecdn Highlight Cells Rules.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E M\u1ed9t thang m\u00e0u bi\u1ec3u th\u1ecb c\u01b0\u1eddng \u0111\u1ed9 m\u00e0u c\u1ee7a \u00f4 t\u01b0\u01a1ng \u1ee9ng v\u1edbi v\u1ecb tr\u00ed c\u1ee7a gi\u00e1 tr\u1ecb \u1edf \u0111\u1ea7u ho\u1eb7c d\u01b0\u1edbi c\u00f9ng c\u1ee7a ph\u1ea1m vi nh\u1ea5n m\u1ea1nh m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c gi\u00e1 tr\u1ecb trong ph\u1ea1m vi \u00f4. Ph\u00e2n ph\u1ed1i b\u00e1n h\u00e0ng gi\u1eefa c\u00e1c khu v\u1ef1c l\u00e0 m\u1ed9t v\u00ed d\u1ee5. H\u00e3y tr\u1ecf v\u00e0o thang m\u00e0u v\u00e0 sau \u0111\u00f3 nh\u1ea5p v\u00e0o thang \u0111o mong mu\u1ed1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0110\u1ec3 nh\u1ea5n m\u1ea1nh m\u1ed1i quan h\u1ec7 c\u1ee7a c\u00e1c gi\u00e1 tr\u1ecb trong ph\u1ea1m vi \u00f4, tr\u1ecf \u0111\u1ebfn c\u00e1c thanh d\u1eef li\u1ec7u v\u00e0 sau \u0111\u00f3 nh\u1ea5p v\u00e0o v\u1ecb tr\u00ed \u0111i\u1ec1n \u00f4 b\u1ea1n mong mu\u1ed1n. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra m\u1ed9t d\u1ea3i m\u00e0u tr\u00ean \u00f4. So s\u00e1nh gi\u00e1 c\u1ea3 ho\u1eb7c d\u00e2n s\u1ed1 \u1edf c\u00e1c th\u00e0nh ph\u1ed1 l\u1edbn l\u00e0 m\u1ed9t v\u00ed d\u1ee5.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0110\u1ec3 l\u00e0m n\u1ed5i b\u1eadt m\u1ed9t ph\u1ea1m vi \u00f4 ch\u1ee9a ba \u0111\u1ebfn n\u0103m b\u1ed9 gi\u00e1 tr\u1ecb, m\u1ed7i b\u1ed9 c\u00f3 ng\u01b0\u1ee1ng ri\u00eang, ch\u1ec9 v\u00e0o c\u00e1c Icon Sets v\u00e0 sau \u0111\u00f3 nh\u1ea5p v\u00e0o m\u1ed9t set. V\u00ed d\u1ee5: b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t b\u1ed9 ba bi\u1ec3u t\u01b0\u1ee3ng \u0111\u1ec3 nh\u1ea5n m\u1ea1nh c\u00e1c \u00f4 c\u00f3 doanh s\u1ed1 d\u01b0\u1edbi 80.000 \u0111\u00f4 la, 60.000 \u0111\u00f4 la v\u00e0 40.000 \u0111\u00f4 la. Ngo\u00e0i ra, b\u1ea1n c\u00f3 th\u1ec3 g\u00e1n h\u1ec7 th\u1ed1ng x\u1ebfp h\u1ea1ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c bi\u1ec3u t\u01b0\u1ee3ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ol\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6694 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-2.png\" alt=\"\u0110\u1eb7t Conditional Formatting cho \u00f4 r\u1ed7ng\u00a0\" width=\"715\" height=\"447\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-2.png 715w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-2-300x188.png 300w\" sizes=\"(max-width: 715px) 100vw, 715px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1eb7t Conditional Formatting cho \u00f4 r\u1ed7ng\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPh\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel\u003C\/b\u003E\u003C\/h2\u003E\n\u003Ch3\u003E\u003Cb\u003EConcatenate\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=CONCATENATE l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng th\u1ee9c \u0111\u01a1n gi\u1ea3n nh\u01b0ng m\u1ea1nh m\u1ebd nh\u1ea5t \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. V\u0103n b\u1ea3n, s\u1ed1, ng\u00e0y v\u00e0 d\u1eef li\u1ec7u kh\u00e1c t\u1eeb nhi\u1ec1u \u00f4 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p th\u00e0nh m\u1ed9t. \u0110\u00e2y l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p tuy\u1ec7t v\u1eddi \u0111\u1ec3 t\u1ea1o c\u00e1c \u0111i\u1ec3m cu\u1ed1i API, s\u1ea3n ph\u1ea9m SKUs v\u00e0 truy v\u1ea5n Java.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng th\u1ee9c:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=CONCATENATE(Ch\u1ecdn \u00f4 m\u00e0 b\u1ea1n mu\u1ed1n h\u1ee3p nh\u1ea5t)\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ELEN\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=LEN tr\u1ea3 v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng k\u00fd t\u1ef1 trong m\u1ed9t \u00f4 nh\u1ea5t \u0111\u1ecbnh m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. Nh\u01b0 \u0111\u00e3 th\u1ea5y trong v\u00ed d\u1ee5 tr\u00ean, c\u00f4ng th\u1ee9c =LEN c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh s\u1ed1 l\u01b0\u1ee3ng k\u00fd t\u1ef1 trong \u00f4 \u0111\u1ec3 ph\u00e2n bi\u1ec7t hai lo\u1ea1i \u0111\u01a1n v\u1ecb l\u01b0u tr\u1eef s\u1ea3n ph\u1ea9m (SKU). H\u00e0m Len r\u1ea5t quan tr\u1ecdng khi c\u1ed1 g\u1eafng ph\u00e2n bi\u1ec7t gi\u1eefa c\u00e1c \u0111\u1ecbnh danh duy nh\u1ea5t kh\u00e1c bi\u1ec7t (UID), \u0111\u00f4i khi kh\u00e1 d\u00e0i d\u00f2ng v\u00e0 kh\u00f4ng theo \u0111\u00fang tr\u00ecnh t\u1ef1.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng th\u1ee9c:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E= LEN(Ch\u1ecdn \u00f4)\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ECOUNTA\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=COUNTA x\u00e1c \u0111\u1ecbnh li\u1ec7u m\u1ed9t \u00f4 c\u00f3 tr\u1ed1ng hay kh\u00f4ng. M\u1ed7i ng\u00e0y v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd th\u01b0\u1eddng xuy\u00ean g\u1eb7p c\u00e1c b\u1ed9 d\u1eef li\u1ec7u kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7. Counta s\u1ebd cho ph\u00e9p b\u1ea1n ki\u1ec3m tra b\u1ea5t k\u1ef3 l\u1ed7 h\u1ed5ng n\u00e0o trong t\u1eadp d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i t\u00e1i c\u1ea5u tr\u00fac n\u00f3.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng th\u1ee9c: =COUNTA(ch\u1ecdn \u00f4)\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EAVERAGEIFS\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAVERAGEIFS, nh\u01b0 SUMIFS, cho ph\u00e9p b\u1ea1n l\u1ea5y trung b\u00ecnh d\u1ef1a tr\u00ean m\u1ed9t ho\u1eb7c nhi\u1ec1u tham s\u1ed1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng th\u1ee9c:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=AVERAGEIF(SELECT CELL, CRITERIA, AVERAGE RANGE)\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EFIND\/SEARCH\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=FIND\/=SEARCH l\u00e0 c\u00e1c ph\u01b0\u01a1ng th\u1ee9c hi\u1ec7u qu\u1ea3 \u0111\u1ec3 \u0111\u1ecbnh v\u1ecb v\u0103n b\u1ea3n c\u1ee5 th\u1ec3 b\u00ean trong ngu\u1ed3n d\u1eef li\u1ec7u. C\u1ea3 hai \u0111\u1ec1u \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp \u1edf \u0111\u00e2y b\u1edfi v\u00ec =FIND tr\u1ea3 v\u1ec1 m\u1ed9t tr\u1eadn \u0111\u1ea5u nh\u1ea1y c\u1ea3m v\u1edbi tr\u01b0\u1eddng h\u1ee3p, t\u1ee9c l\u00e0 n\u1ebfu b\u1ea1n truy v\u1ea5n “Big”, b\u1ea1n s\u1ebd ch\u1ec9 nh\u1eadn \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 Big = th\u1ef1c s\u1ef1. A =SEARCH, t\u00ecm ki\u1ebfm “Big” ph\u00f9 h\u1ee3p v\u1edbi Big ho\u1eb7c big, m\u1edf r\u1ed9ng truy v\u1ea5n. \u0110i\u1ec1u n\u00e0y r\u1ea5t h\u1eefu \u00edch khi t\u00ecm ki\u1ebfm c\u00e1c b\u1ea5t th\u01b0\u1eddng ho\u1eb7c s\u1ed1 nh\u1eadn d\u1ea1ng duy nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng th\u1ee9c:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E=FIND(TEXT,WITHIN TEXT,[START NUMBER]) Alternatively, =SEARCH(TEXT,WITHIN TEXT,[START NUMBER])\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6693 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-1.png\" alt=\"Qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi excel\" width=\"1239\" height=\"373\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-1.png 1239w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-1-300x90.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-1-1024x308.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-1-768x231.png 768w\" sizes=\"(max-width: 1239px) 100vw, 1239px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi excel\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/www.google.com\/url?q=https:\/\/blog.cole.vn\/quy-trinh-phan-tich-du-lieu\/&sa=D&source=editors&ust=1700762367743673&usg=AOvVaw0maRBUV2n5HKpXPwbTPSZK\"\u003Equy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c lo\u1ea1i ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi Microsoft Excel\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 t\u1ea5t c\u1ea3 4 lo\u1ea1i \u003C\/span\u003E\u003Cb\u003Eph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Em\u00e0 b\u1ea1n c\u1ea7n bi\u1ebft:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel: Sorting\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi sorting data – s\u1eafp x\u1ebfp d\u1eef li\u1ec7u trong b\u1ea3ng t\u00ednh, b\u1ea1n c\u00f3 th\u1ec3 s\u1eafp x\u1ebfp l\u1ea1i d\u1eef li\u1ec7u \u0111\u1ec3 nhanh ch\u00f3ng kh\u00e1m ph\u00e1 c\u00e1c gi\u00e1 tr\u1ecb. Vi\u1ec7c s\u1eafp x\u1ebfp m\u1ed9t ph\u1ea1m vi ho\u1eb7c b\u1ea3ng d\u1eef li\u1ec7u tr\u00ean m\u1ed9t ho\u1eb7c nhi\u1ec1u c\u1ed9t d\u1eef li\u1ec7u l\u00e0 ho\u00e0n to\u00e0n c\u00f3 th\u1ec3. V\u00ed d\u1ee5, b\u1ea1n c\u00f3 th\u1ec3 x\u1ebfp h\u1ea1ng nh\u00e2n s\u1ef1 \u0111\u1ea7u ti\u00ean theo b\u1ed9 ph\u1eadn v\u00e0 sau \u0111\u00f3 b\u1eb1ng t\u00ean cu\u1ed1i c\u00f9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel: \u003C\/b\u003E\u003Cb\u003EFilter\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ch\u1ee9c n\u0103ng FILTER – b\u1ed9 l\u1ecdc \u0111\u1ec3 l\u1ecdc m\u1ed9t t\u1eadp h\u1ee3p d\u1eef li\u1ec7u t\u00f9y thu\u1ed9c v\u00e0o c\u00e1c ti\u00eau ch\u00ed b\u1ea1n cung c\u1ea5p. Xin l\u01b0u \u00fd r\u1eb1ng t\u00ednh n\u0103ng n\u00e0y hi\u1ec7n ch\u1ec9 c\u00f3 s\u1eb5n cho ng\u01b0\u1eddi d\u00f9ng Microsoft 365.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel: \u003C\/b\u003E\u003Cb\u003EConditional Formatting\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ecbnh d\u1ea1ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n trong Excel cho ph\u00e9p b\u1ea1n l\u00e0m n\u1ed5i b\u1eadt c\u00e1c \u00f4 c\u00f3 m\u00e0u nh\u1ea5t \u0111\u1ecbnh d\u1ef1a tr\u00ean gi\u00e1 tr\u1ecb c\u1ee7a \u00f4.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u trong Excel: \u003C\/b\u003E\u003Cb\u003ECharts\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t \u0111\u1ed3 h\u1ecda Excel \u0111\u01a1n gi\u1ea3n c\u00f3 th\u1ec3 truy\u1ec1n t\u1ea3i nhi\u1ec1u th\u00f4ng tin h\u01a1n m\u1ed9t trang th\u1ed1ng k\u00ea. Nh\u01b0 b\u1ea1n c\u00f3 th\u1ec3 th\u1ea5y, l\u00e0m bi\u1ec3u \u0111\u1ed3 kh\u00e1 \u0111\u01a1n gi\u1ea3n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6695 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-3.jpg\" alt=\"N\u1eafm r\u00f5 c\u00e1c lo\u1ea1i ph\u00e2n t\u00edch d\u1eef li\u1ec7u\" width=\"700\" height=\"400\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-3.jpg 700w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-3-300x171.jpg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1eafm r\u00f5 c\u00e1c lo\u1ea1i ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u1ed9 d\u1eef li\u1ec7u\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t b\u1ed9 d\u1eef li\u1ec7u l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c \u00f4 li\u00ean t\u1ee5c tr\u00ean b\u1ea3ng t\u00ednh Excel c\u00f3 ch\u1ee9a d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch. \u0110\u1ec3 th\u1ef1c hi\u1ec7n ch\u1ee9c n\u0103ng ph\u00e2n t\u00edch v\u1edbi d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh, b\u1ea1n ph\u1ea3i tu\u00e2n theo m\u1ed9t v\u00e0i h\u01b0\u1edbng d\u1eabn \u0111\u01a1n gi\u1ea3n khi x\u00e2y d\u1ef1ng c\u1ea5u tr\u00fac d\u1eef li\u1ec7u tr\u00ean b\u1ea3ng t\u00ednh Excel:\u003C\/span\u003E\u003C\/p\u003E\n\u003Col\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E Ti\u00eau \u0111\u1ec1 n\u00ean m\u00f4 t\u1ea3 \u0111\u1ea7y \u0111\u1ee7 d\u1eef li\u1ec7u. N\u1ebfu b\u1ea1n kh\u00f4ng cung c\u1ea5p m\u1ed9t ti\u00eau \u0111\u1ec1, b\u1ed9 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp b\u1edfi ph\u1ea1m vi \u00f4 c\u1ee7a n\u00f3.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E M\u1ed9t h\u00e0ng ti\u00eau \u0111\u1ec1 c\u00f3 d\u00e1n nh\u00e3n c\u00f3 th\u1ec3 \u0111\u1ecbnh c\u1ea5u h\u00ecnh. M\u1ed7i bi\u1ebfn n\u00ean c\u00f3 m\u1ed9t t\u00ean ri\u00eang bi\u1ec7t. C\u00e1c \u0111\u01a1n v\u1ecb \u0111o l\u01b0\u1eddng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi label b\u1eb1ng c\u00e1ch \u0111\u1eb7t ch\u00fang v\u00e0o ngo\u1eb7c sau t\u00ean.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E H\u00e0ng mang th\u00f4ng tin cho m\u1ed7i tr\u01b0\u1eddng h\u1ee3p. Excel l\u00e0 th\u1ee9 duy nh\u1ea5t gi\u1edbi h\u1ea1n s\u1ed1 l\u01b0\u1ee3ng h\u00e0ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E C\u00e1c c\u1ed9t ch\u1ee9a d\u1eef li\u1ec7u cho t\u1eebng bi\u1ebfn.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli\u003E\u003Cspan style=\"font-weight: 400;\"\u003E T\u00f9y ch\u1ecdn: Nh\u00e3n trong c\u1ed9t \u0111\u1ea7u ti\u00ean \u0111\u00f3ng vai tr\u00f2 l\u00e0 t\u00ean\/\u0111\u1ecbnh danh c\u00f3 \u00fd ngh\u0129a.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ol\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6696 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-4.png\" alt=\"M\u1ed9t ph\u1ea7n c\u1ee7a b\u1ed9 d\u1eef li\u1ec7u l\u1edbn\" width=\"1648\" height=\"704\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-4.png 1648w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-4-300x128.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-4-1024x437.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-4-768x328.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/phan-tich-du-lieu-trong-excel-4-1536x656.png 1536w\" sizes=\"(max-width: 1648px) 100vw, 1648px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t ph\u1ea7n c\u1ee7a b\u1ed9 d\u1eef li\u1ec7u l\u1edbn\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EPh\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003El\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 n\u0103ng \u0111\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n bi\u1ebft khi mu\u1ed1n tr\u1edf th\u00e0nh chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Theo d\u00f5i website c\u1ee7a ch\u00fang t\u00f4i ngay h\u00f4m nay \u0111\u1ec3 b\u1ecf t\u00fai th\u00eam nhi\u1ec1u ki\u1ebfn th\u1ee9c h\u1eefu \u00edch v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003EC\u00f4ng vi\u1ec7c c\u1ee7a Data Analyst bao g\u1ed3m r\u1ea5t nhi\u1ec1u n\u1ed9i dung kh\u00e1c nhau v\u00e0 y\u00eau c\u1ea7u kh\u00f4ng ch\u1ec9 v\u1ec1 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n m\u00e0 c\u00f2n c\u00f3 c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c. \u0110\u1ec3 theo \u0111u\u1ed5i ngh\u1ec1 DA, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-viec-cua-data-analyst\/khoa-hoc-data-analyst-data-analysis\/\"\u003Ekho\u00e1 h\u1ecdc data analyst\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/xu-huong-phan-tich-du-lieu\/\"\u003EXu h\u01b0\u1edbng ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"N\u1ebfu mu\u1ed1n l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong excel l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 n\u0103ng \u0111\u1ea7u ti\u00ean m\u00e0 b\u1ea1n c\u1ea7n ph\u1ea3i thu\u1ea7n th\u1ee5c. B\u1ea1n mu\u1ed1n bi\u1ebft s\u00e2u h\u01a1n v\u1ec1 c\u00e1ch th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 trong excel? H\u00e3y theo d\u00f5i b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u00a0 C\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/anh-chen-bai-06_1280x720-800-resize.jpg"},{"ID":6675,"post_title":"Top 18 c\u00f4ng c\u1ee5 Business Analytics \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c c\u00f4ng ty ng\u00e0y nay","post_date":"24\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng c\u1ee5 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 g\u00ec? \u0110i\u1ec3m m\u1ea1nh c\u1ee7a ch\u00fang trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch kinh doanh l\u00e0 g\u00ec? N\u1ebfu b\u1ea1n mu\u1ed1n tr\u1edf th\u00e0nh Business Analyst trong t\u01b0\u01a1ng lai, \u0111\u00e2y s\u1ebd l\u00e0 nh\u1eefng c\u00f4ng c\u1ee5 b\u1ea1n c\u1ea7n hi\u1ec3u v\u00e0 th\u00e0nh th\u1ea1o khi l\u00e0m vi\u1ec7c. Top 18 \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng c\u1ee5 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E s\u1ebd \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea chi ti\u1ebft trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBusiness Analytics l\u00e0 c\u00e1c c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh bao g\u1ed3m nhi\u1ec1u ph\u1ea7n m\u1ec1m \u1ee9ng d\u1ee5ng \u0111\u1ec3 n\u1eafm b\u1eaft d\u1eef li\u1ec7u \u0111\u1ecbnh l\u01b0\u1ee3ng v\u00e0 \u0111\u1ecbnh t\u00ednh t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng kinh doanh kh\u00e1c nhau v\u00e0 k\u1ebft h\u1ee3p n\u00f3 v\u00e0o m\u1ed9t kho l\u01b0u tr\u1eef nh\u1ea5t \u0111\u1ecbnh. B\u1eb1ng c\u00e1ch n\u00e0y, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch c\u00f3 th\u1ec3 xem x\u00e9t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 cho ph\u00e9p ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ea7u h\u1ebft c\u00e1c c\u00f4ng ty tri\u1ec3n khai m\u1ed9t h\u1ed7n h\u1ee3p c\u00e1c ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh, bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea, m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 khai th\u00e1c d\u1eef li\u1ec7u. C\u00e1c \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng c\u1ee5 Business Analytics \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003En\u00e0y \u1ee9ng d\u1ee5ng cho ph\u00e2n t\u00edch kinh doanh gi\u00fap cung c\u1ea5p cho c\u00e1c t\u1ed5 ch\u1ee9c m\u1ed9t c\u00e1i nh\u00ecn t\u1ed5ng quan to\u00e0n di\u1ec7n v\u1ec1 nh\u1eefng hi\u1ec3u bi\u1ebft ch\u00ednh gi\u00fap c\u1ea3i thi\u1ec7n t\u00ednh hi\u1ec7u qu\u1ea3, n\u0103ng su\u1ea5t v\u00e0 l\u1ee3i nhu\u1eadn.\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6676 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-1.jpeg\" alt=\"S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch trong Business Analytics\" width=\"750\" height=\"500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-1.jpeg 750w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-1-300x200.jpeg 300w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/\u003E\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch trong Business Analytics\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ES\u1ef1 kh\u00e1c nhau gi\u1eefa Business Analytics v\u00e0 Business Intelligence Solutions\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 c\u00e1c c\u00f4ng c\u1ee5 Business Intelligence c\u0169ng bi\u00ean d\u1ecbch v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh v\u1eabn s\u1ebd \u0111i v\u00e0o \u0111\u00e0o s\u00e2u h\u01a1n, gi\u00fap x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m y\u1ebfu, c\u1ea3nh b\u00e1o c\u00e1c nh\u00e0 ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch v\u1ec1 c\u00e1c s\u1ef1 ki\u1ec7n kh\u00f4ng l\u01b0\u1eddng tr\u01b0\u1edbc \u0111\u01b0\u1ee3c, kh\u1eafc ph\u1ee5c c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n v\u00e0 th\u1eadm ch\u00ed d\u1ef1 b\u00e1o c\u00e1c h\u00ecnh th\u1ee9c th\u1ec3 hi\u1ec7n trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng c\u1ee5 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E t\u1ea7m cao \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh theo y\u00eau c\u1ea7u gi\u00fap cung c\u1ea5p ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 s\u1ef1 t\u1ef1 tin m\u00e0 c\u00e1c doanh nghi\u1ec7p c\u1ea7n c\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng, t\u0103ng l\u1ee3i th\u1ebf c\u1ea1nh tranh v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau kinh doanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGartner Inc. – c\u00f4ng ty t\u01b0 v\u1ea5n v\u00e0 nghi\u00ean c\u1ee9u to\u00e0n c\u1ea7u \u0111\u00e3 d\u1ef1 \u0111o\u00e1n r\u1eb1ng 70 ph\u1ea7n tr\u0103m c\u00e1c doanh nghi\u1ec7p c\u1ee1 l\u1edbn v\u00e0 trung b\u00ecnh c\u1ee7a th\u1ebf gi\u1edbi s\u1ebd \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh tinh vi v\u00e0o n\u0103m 2021.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETheo c\u00e1c chuy\u00ean gia, m\u1ee9c \u0111\u1ed9 li\u00ean quan ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ebd th\u00fac \u0111\u1ea9y c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n v\u00e0 t\u1ea1o ra c\u00e1c c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m m\u1edbi trong nhi\u1ec1u l\u0129nh v\u1ef1c. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u01b0\u1eddi c\u00f4ng c\u1ee5 v\u00e0 gi\u1ea3i ph\u00e1p ph\u00e2n t\u00edch kinh doanh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c doanh nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003ESAS Business Analytics\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u0103n b\u1ea3n cao c\u1ea5p c\u1ee7a ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh n\u1ec1n t\u1ea3ng SAS cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ki\u1ec3m tra v\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00f4ng c\u00f3 t\u1ed5 ch\u1ee9c th\u00e0nh h\u1ec7 th\u1ed1ng th\u00f4ng tin li\u00ean quan m\u00e0 c\u00e1c nh\u00e0 ph\u00e2n t\u00edch c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 nh\u1eefng insights gi\u00e1 tr\u1ecb.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESAS BA \u0111\u01b0\u1ee3c t\u1ea3i \u0111\u1ea7y \u0111\u1ee7 v\u1edbi m\u1ed9t lo\u1ea1t c\u00e1c c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea, gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn trong th\u1eddi gian th\u1ef1c. N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch kinh doanh h\u00e0ng \u0111\u1ea7u c\u0169ng d\u1ef1 \u0111o\u00e1n c\u00e1c xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai t\u1eeb th\u00f4ng tin \u0111\u01b0\u1ee3c thu ho\u1ea1ch t\u1eeb d\u1eef li\u1ec7u l\u1edbn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6677 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-2.jpg\" alt=\"C\u00f4ng c\u1ee5 SAS Business Analytics\" width=\"1500\" height=\"914\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-2.jpg 1500w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-2-300x183.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-2-1024x624.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-2-768x468.jpg 768w\" sizes=\"(max-width: 1500px) 100vw, 1500px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng c\u1ee5 SAS Business Analytics\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EQlikView\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQlikview l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c \u01b0a th\u00edch nh\u1ea5t cho c\u00e1c ph\u00e2n t\u00edch kinh doanh v\u00ec c\u00e1c t\u00ednh n\u0103ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a n\u00f3, nh\u01b0 c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c c\u1ea5p b\u1eb1ng s\u00e1ng ch\u1ebf v\u00e0 x\u1eed l\u00fd trong b\u1ed9 nh\u1edb, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c cung c\u1ea5p c\u00e1c b\u00e1o c\u00e1o ph\u00e2n t\u00edch kinh doanh c\u1ef1c nhanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1eb1m trong s\u1ed1 c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh t\u1ed1t nh\u1ea5t, Qlikview cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng tr\u1ef1c quan h\u00f3a c\u00e1c m\u1ed1i quan h\u1ec7 d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00e0u c\u1ee5 th\u1ec3 cho d\u1eef li\u1ec7u li\u00ean quan v\u00e0 kh\u00f4ng li\u00ean quan \u0111\u1ebfn li\u00ean k\u1ebft d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c duy tr\u00ec t\u1ef1 \u0111\u1ed9ng, c\u00f3 th\u1ec3 n\u00e9n \u0111\u1ebfn 10 % k\u00edch th\u01b0\u1edbc g\u1ed1c c\u1ee7a n\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EBoard\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c t\u00ednh n\u0103ng c\u1ee7a h\u1ed9i \u0111\u1ed3ng trong danh s\u00e1ch c\u00e1c c\u00f4ng c\u1ee5 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh \u0111\u01b0\u1ee3c x\u1ebfp h\u00e0ng TOP v\u00ec m\u00f4 h\u00ecnh ph\u00e2n t\u00edch kinh doanh h\u00e0ng \u0111\u1ea7u c\u1ee7a n\u00f3 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o b\u00e1o c\u00e1o v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ph\u00e2n t\u00edch kinh doanh c\u00f3 t\u00ednh t\u01b0\u01a1ng t\u00e1c v\u00e0 tr\u1ef1c quan cao.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch kinh doanh c\u00f3 \u0111\u1ecbnh l\u01b0\u1ee3ng cao t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ed1t nh\u1ea5t cho doanh nghi\u1ec7p, bao g\u1ed3m m\u1ed9t b\u1ed9 th\u1ed1ng k\u00ea m\u1ea1nh m\u1ebd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh t\u1ed5ng quan c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 c\u0169ng gi\u00fap h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch v\u00e0 d\u1ef1 b\u00e1o k\u1ecbch b\u1ea3n ch\u00ednh x\u00e1c b\u1eb1ng c\u00e1ch thao t\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c cung c\u1ea5p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003ESplunk\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESplunk l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p quy m\u00f4 v\u1eeba v\u00e0 nh\u1ecf.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea7u ti\u00ean, n\u00f3 \u0111\u01b0\u1ee3c ra m\u1eaft \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1ec7p nh\u1eadt k\u00fd m\u00e1y. Sau \u0111\u00f3, Splunk \u0111\u00e3 th\u00eam m\u1ed9t lo\u1ea1t c\u00e1c t\u00ednh n\u0103ng tinh vi trong nhi\u1ec1u n\u0103m qua, bao g\u1ed3m giao di\u1ec7n web th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00e1c t\u00f9y ch\u1ecdn tr\u1ef1c quan h\u00f3a kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003ESisense\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESisense – m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh ph\u1ed5 bi\u1ebfn nh\u1ea5t – k\u1ebft h\u1ee3p c\u00e1c ch\u1ee9c n\u0103ng ph\u00e2n t\u00edch v\u0103n b\u1ea3n n\u0103ng \u0111\u1ed9ng v\u00e0 m\u1ea1nh m\u1ebd cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n kh\u00f4ng c\u1ea5u tr\u00fac th\u00e0nh tr\u00ed tu\u1ec7 doanh nghi\u1ec7p c\u00f3 gi\u00e1 tr\u1ecb.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch kinh doanh Sisense, c\u00f3 t\u00ednh n\u0103ng t\u0103ng t\u1ed1c \u0111\u1ed9c quy\u1ec1n Sisense Crowd Accelerated BI, s\u1eed d\u1ee5ng ng\u00f4n ng\u1eef m\u00e3 ngu\u1ed3n m\u1edf \u0111\u1ec3 th\u1ed1ng k\u00ea t\u00ednh to\u00e1n. N\u00f3 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a s\u00e2u r\u1ed9ng d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p, trong \u0111\u00f3 th\u00fac \u0111\u1ea9y c\u00e1c quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 c\u1ea3i thi\u1ec7n d\u1ef1 b\u00e1o c\u00e1c xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EMicrostrategy\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh MicroStrategy t\u00edch h\u1ee3p c\u00e1c kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u01b0\u1ee3t tr\u1ed9i cho ph\u00e9p x\u1eed l\u00fd d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac theo c\u00e1ch b\u1edbt r\u1eafc r\u1ed1i h\u01a1n – c\u00e1i m\u00e0 c\u00e1c chuy\u00ean gia c\u00f3 th\u1ec3 ph\u00e2n t\u00edch s\u00e2u h\u01a1n th\u00f4ng qua c\u00e1c gi\u1ea3i ph\u00e1p ph\u00e2n t\u00edch v\u0103n b\u1ea3n c\u1ee7a n\u1ec1n t\u1ea3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh c\u1eadp nh\u1eadt nh\u1ea5t, MicroStrategy l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p c\u00e1c kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 th\u1ed1ng k\u00ea s\u00e2u s\u1eafc cho ph\u00e9p d\u1ef1 b\u00e1o xu h\u01b0\u1edbng th\u1eddi gian th\u1ef1c, v\u1edbi c\u00e1c t\u00f9y ch\u1ecdn khai th\u00e1c d\u1eef li\u1ec7u c\u1ee7a b\u00ean th\u1ee9 ba.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh h\u00e0ng \u0111\u1ea7u, k\u1ebft h\u1ee3p m\u1ed9t lo\u1ea1t c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch kinh doanh, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o v\u00e0 chia s\u1ebb c\u00e1c b\u00e1o c\u00e1o ph\u00e2n t\u00edch kinh doanh t\u1eeb b\u1ea5t c\u1ee9 \u0111\u00e2u v\u00e0 tr\u00ean b\u1ea5t k\u1ef3 thi\u1ebft b\u1ecb n\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EKnime\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u0103m 2004, m\u1ed9t nh\u00f3m c\u00e1c k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m l\u00e0 chuy\u00ean gia c\u1ee7a \u0110\u1ea1i h\u1ecdc Konstanz \u1edf Baden-W\u00fcrttprice, \u0110\u1ee9c, \u0111\u00e3 ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch kinh doanh Knime s\u00e1ng t\u1ea1o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ed5i ti\u1ebfng l\u00e0 m\u1ed9t trong nh\u1eefng ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh hi\u1ec7u su\u1ea5t cao t\u1ed1t nh\u1ea5t, Knime s\u1edf h\u1eefu ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn d\u1eef li\u1ec7u \u0111\u1ed9c \u0111\u00e1o, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c th\u00e0nh ph\u1ea7n kh\u00e1c nhau trong h\u1ecdc m\u00e1y v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u nh\u1eb1m h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch li\u00ean t\u1ee5c, l\u1eadp tr\u00ecnh tr\u1ef1c quan v\u00e0 b\u00e1o c\u00e1o ph\u00e2n t\u00edch kinh doanh li\u1ec1n m\u1ea1ch.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EDundas BI\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDundas BI \u0111\u01b0\u1ee3c trang b\u1ecb \u0111\u1ea7y \u0111\u1ee7 cung c\u1ea5p ph\u00e2n t\u00edch kinh doanh TOP \u0111\u1ea7u v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 doanh nghi\u1ec7p b\u1eb1ng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh R.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh m\u1ea1nh m\u1ebd, Dundas BI cung c\u1ea5p ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng, d\u1ef1 b\u00e1o xu h\u01b0\u1edbng v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u1ea5p cao gi\u00fap ng\u01b0\u1eddi d\u00f9ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u00e0 t\u1ea1o b\u00e1o c\u00e1o ph\u00e2n t\u00edch kinh doanh th\u00f4ng qua c\u00e1c t\u00ednh n\u0103ng k\u00e9o v\u00e0 th\u1ea3 d\u1ec5 s\u1eed d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003ETIBCO Spotfire\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETibco Spotfire \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 ti\u00ean ti\u1ebfn nh\u1ea5t trong ph\u00e2n t\u00edch kinh doanh. N\u00f3 cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd v\u00e0 t\u1ef1 \u0111\u1ed9ng cho ph\u00e9p c\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u ch\u1ea1y l\u00e0m b\u00e1o c\u00e1o v\u00e0 ph\u00e2n t\u00edch ph\u00e2n t\u00edch kinh doanh trong kho\u1ea3ng th\u1eddi gian x\u00e1c \u0111\u1ecbnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea3n n\u00e2ng c\u1ea5p m\u1edbi nh\u1ea5t c\u1ee7a n\u1ec1n t\u1ea3ng Spotfire \u0111\u00e3 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch th\u1ed1ng k\u00ea v\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac d\u1ef1a tr\u00ean text \u0111\u01a1n thu\u1ea7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003ETableau Big Data Analytics\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c chuy\u00ean gia \u0111\u1ed3ng \u00fd r\u1eb1ng Tableau Big Data Analytics l\u00e0 m\u1ed9t trong nh\u1eefng ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch kinh doanh t\u1ed1t nh\u1ea5t, cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng linh \u0111\u1ed9ng v\u00e0 ti\u00ean ti\u1ebfn \u0111\u1ec3 ph\u00e2n t\u00edch v\u0103n b\u1ea3n kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch kinh doanh c\u1ee7a Tableau, bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea m\u1ea1nh m\u1ebd v\u00e0 \u0111\u00e1ng tin c\u1eady, trao quy\u1ec1n cho ng\u01b0\u1eddi d\u00f9ng th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c m\u1ea1ng truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i v\u00e0 d\u1ef1 \u0111o\u00e1n c\u00e1c m\u1eabu d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hi\u1ec7n t\u1ea1i v\u00e0 l\u1ecbch s\u1eed.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6678 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-3.png\" alt=\"C\u00f4ng c\u1ee5 Tableau Big Data Analytics\" width=\"1420\" height=\"782\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-3.png 1420w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-3-300x165.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-3-1024x564.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-3-768x423.png 768w\" sizes=\"(max-width: 1420px) 100vw, 1420px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng c\u1ee5 Tableau Big Data Analytics\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EExcel\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMicrosoft Excel l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, gi\u00fap cung c\u1ea5p c\u00e1c t\u00f9y ch\u1ecdn c\u1ee7a ng\u01b0\u1eddi d\u00f9ng nh\u01b0 chia s\u1ebb ghi ch\u00fa l\u00e0m vi\u1ec7c, s\u1eed d\u1ee5ng nh\u1eefng phi\u00ean b\u1ea3n g\u1ea7n nh\u1ea5t cho c\u00e1c m\u00e0n collab tr\u00ean th\u1eddi gian th\u1ef1c v\u00e0 t\u1ea3i d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1eeb \u1ea3nh l\u00ean Excel so v\u1edbi nhi\u1ec1u c\u00f4ng c\u1ee5 kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ea7u nh\u01b0 t\u1ea5t c\u1ea3 c\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng Microsoft Excel Daily \u0111\u1ec3 l\u01b0\u1ee3m l\u1eb7t c\u00e1c insights t\u1eeb d\u1eef li\u1ec7u. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u1ea3i ti\u1ebfn g\u1ea7n \u0111\u00e2y cho n\u1ec1n t\u1ea3ng Windows:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EWorkbook Statistics cho ph\u00e9p b\u1ea1n y\u00eau c\u1ea7u \u1ea3nh ch\u1ee5p nhanh workbook c\u1ee7a b\u1ea1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 th\u00eam h\u00ecnh n\u1ec1n v\u00e0 \u1ea3nh ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0o t\u00e0i li\u1ec7u c\u1ee7a b\u1ea1n mi\u1ec5n ph\u00ed.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EPower BI\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMicrosoft t\u1ea1o ra Power BI trong s\u1ed1 nhi\u1ec1u c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch kinh doanh. N\u00f3 cung c\u1ea5p tr\u1ef1c quan h\u00f3a \u0111\u1ed9ng v\u1edbi c\u00e1c t\u00ednh n\u0103ng tr\u00ed tu\u1ec7 doanh nghi\u1ec7p t\u1ef1 \u0111\u1ed9ng, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n v\u00e0 b\u00e1o c\u00e1o m\u1ed9t c\u00e1ch \u0111\u1ed9c l\u1eadp m\u00e0 kh\u00f4ng c\u1ea7n h\u1ed7 tr\u1ee3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003EDomo\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n v\u00e0 \u0111\u01b0a n\u00f3 v\u00e0o s\u1eed d\u1ee5ng tr\u00ean b\u1ea5t k\u1ef3 quy tr\u00ecnh kinh doanh ho\u1eb7c quy tr\u00ecnh l\u00e0m vi\u1ec7c n\u00e0o, Domo Business Cloud l\u00e0 n\u1ec1n t\u1ea3ng \u1ee9ng d\u1ee5ng d\u1eef li\u1ec7u low-code, gi\u00fap m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng c\u1ee7a Business Intelligence.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics: \u003C\/b\u003E\u003Cb\u003ERapidMiner\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERapidMiner c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra cho c\u00e1c doanh nghi\u1ec7p ki\u1ec3m tra t\u1ed5ng th\u1ec3 \u1ea3nh h\u01b0\u1edfng c\u1ee7a nh\u00e2n s\u1ef1, ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 d\u1eef li\u1ec7u c\u1ee7a t\u1ed5 ch\u1ee9c. N\u1ec1n t\u1ea3ng khoa h\u1ecdc th\u00f4ng tin t\u1eeb Rapid Miner \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng ph\u00e2n t\u00edch trong v\u00f2ng \u0111\u1eddi to\u00e0n di\u1ec7n c\u1ee7a AI.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00f4ng c\u1ee5 Business Analytics m\u00e3 ngu\u1ed3n m\u1edf ph\u1ed5 bi\u1ebfn\u003C\/b\u003E\u003C\/h2\u003E\n\u003Ch3\u003E\u003Cb\u003ER v\u00e0 Python\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ER v\u00e0 Python l\u00e0 hai ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Python c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t lo\u1ea1i ng\u00f4n ng\u1eef b\u1eadc cao, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi semantics linh \u0111\u1ed9ng v\u00e0 c\u00fa ph\u00e1p d\u1ec5 d\u00e0ng, trong khi R l\u00e0 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh v\u1edbi ngu\u1ed3n m\u1edf \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 th\u1ed1ng k\u00ea.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EApache Spark\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EApache Spark l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ch\u1ee7 y\u1ebfu cho c\u00e1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn, th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn. \u0110\u00e2y l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn ph\u00e2n t\u00edch linh ho\u1ea1t \u0111\u00e1ng ch\u00fa \u00fd b\u1edfi v\u00ec n\u00f3 c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u00ean nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau, nh\u01b0 Hadoop, Apache Mesos ho\u1eb7c Kubernetes. Ngo\u00e0i ra, nh\u1edd v\u00e0o b\u1ed9 m\u00e1y l\u01b0u tr\u1eef d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh, n\u00f3 n\u1ed5i ti\u1ebfng l\u00e0 th\u00e2n thi\u1ec7n v\u00e0 n\u0103ng su\u1ea5t t\u1ed1t v\u1edbi l\u1eadp tr\u00ecnh vi\u00ean.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ec1n t\u1ea3ng n\u00e0y d\u00e0nh cho c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 k\u1ef9 s\u01b0 th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c ph\u00e2n t\u00edch d\u1ef1a tr\u00ean quy m\u00f4 doanh nghi\u1ec7p. Spark ph\u00f9 h\u1ee3p cho m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng, bao g\u1ed3m vi\u1ec7c qu\u1ea3n l\u00fd c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u00e0 c\u00e1c thu\u1eadt to\u00e1n machine learning m\u1ea3ng \u0111\u00e0o t\u1ea1o do t\u00ednh linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1ef1a tr\u00ean quy m\u00f4 petabyte c\u1ee7a n\u00f3.\u003C\/span\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u003Cbr \/\u003E\n\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6679 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-4.jpeg\" alt=\"C\u00f4ng c\u1ee5 x\u1eed l\u00fd d\u1eef li\u1ec7u Apache Spark\u00a0\" width=\"800\" height=\"370\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-4.jpeg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-4-300x139.jpeg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-4-768x355.jpeg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng c\u1ee5 x\u1eed l\u00fd d\u1eef li\u1ec7u Apache Spark\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EApache Storm\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t h\u1ec7 th\u1ed1ng t\u00ednh to\u00e1n x\u1eed l\u00fd lu\u1ed3ng ph\u00e2n t\u00e1n c\u00f3 t\u00ean Apache Storm \u0111\u01b0\u1ee3c t\u1ea1o ra trong ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Clojure. D\u1ef1 \u00e1n ban \u0111\u1ea7u \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Nathan Marz sau \u0111\u00f3 l\u00e0 nh\u00f3m backtype. Sau khi \u0111\u01b0\u1ee3c Twitter mua, n\u00f3 \u0111\u00e3 \u0111\u01b0\u1ee3c l\u00e0m ngu\u1ed3n m\u1edf.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t h\u1ec7 th\u1ed1ng d\u00f9ng \u0111\u1ec3 t\u00ednh to\u00e1n th\u1eddi gian th\u1ef1c \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 Apache Storm ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed v\u00e0 s\u1eed d\u1ee5ng m\u00e3 ngu\u1ed3n m\u1edf. H\u1ec7 th\u1ed1ng n\u00e0y th\u1eadt d\u1ec5 d\u00e0ng \u0111\u1ec3 s\u1eed d\u1ee5ng v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch v\u1edbi b\u1ea5t k\u1ef3 ng\u00f4n ng\u1eef \u0111\u1ecbnh h\u01b0\u1edbng m\u00e1y t\u00ednh n\u00e0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EPig and Hive\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EYahoo g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c x\u1eed l\u00fd v\u00e0 gi\u1ea3i th\u00edch c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn do \u0111i\u1ec1u n\u00e0y. \u0110\u1ec3 nghi\u00ean c\u1ee9u c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn m\u00e0 kh\u00f4ng s\u1eed d\u1ee5ng c\u00e1c t\u1eadp l\u1ec7nh Java t\u1ed1n th\u1eddi gian v\u00e0 kh\u00f3 kh\u0103n, Apache Pig \u0111\u00e3 \u0111\u01b0\u1ee3c t\u1ea1o ra. Pig \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t d\u00e0nh cho nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng c\u00f3 n\u1ec1n t\u1ea3ng l\u1eadp tr\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1edfi v\u00ec Facebook s\u1eed d\u1ee5ng Hadoop \u0111\u1ec3 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u l\u1edbn n\u00ean m\u1ea1ng x\u00e3 h\u1ed9i n\u00e0y \u0111\u00e3 t\u00edch c\u1ef1c \u0111\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c t\u1ea1o ra Hive. Hadoop x\u1eed l\u00fd d\u1eef li\u1ec7u b\u1eb1ng MapReduce. Trong qu\u00e1 kh\u1ee9, ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i th\u1ef1c hi\u1ec7n c\u00e1c t\u1eadp l\u1ec7nh d\u00e0i, ph\u1ee9c t\u1ea1p \u0111\u1ec3 x\u1eed l\u00fd v\u00e0 \u0111\u00e1nh gi\u00e1 d\u1eef li\u1ec7u. H\u01a1n n\u1eefa, kh\u00f4ng ph\u1ea3i ai c\u0169ng l\u00e0 m\u1ed9t chuy\u00ean gia v\u1ec1 Java ho\u1eb7c c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh tinh vi kh\u00e1c. M\u1eb7t kh\u00e1c, nhi\u1ec1u ng\u01b0\u1eddi \u0111\u00e3 c\u1ea3m th\u1ea5y nh\u1eb9 nh\u00e0ng h\u01a1n khi t\u1ea1o ra ng\u00f4n ng\u1eef truy v\u1ea5n SQL.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u1ef1a ch\u1ecdn ngh\u1ec1 nghi\u1ec7p v\u1edbi ph\u00e2n t\u00edch kinh doanh\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EK\u1ec3 t\u1eeb \u0111\u1ea7u th\u1ebf k\u1ef7 21, m\u1ed9t lo\u1ea1t c\u00e1c l\u1ef1a ch\u1ecdn ngh\u1ec1 nghi\u1ec7p m\u1edbi \u0111\u00e3 xu\u1ea5t hi\u1ec7n – c\u00e1i m\u00e0 kh\u00f4ng t\u1ed3n t\u1ea1i tr\u01b0\u1edbc \u0111\u00e2y. Tuy nhi\u00ean, kh\u00f4ng c\u00f3 l\u1ef1a ch\u1ecdn ngh\u1ec1 nghi\u1ec7p n\u00e0o c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi ph\u00e2n t\u00edch kinh doanh v\u1ec1 l\u01b0\u01a1ng, h\u1ecdc t\u1eadp v\u00e0 c\u01a1 h\u1ed9i \u0111\u00e0o t\u1ea1o trong c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi c\u00e1c doanh nghi\u1ec7p ng\u00e0y c\u00e0ng t\u1eadn d\u1ee5ng c\u00e1c \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng c\u1ee5 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, nhi\u1ec1u c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p m\u1edf ra cho c\u00e1c business analyst c\u00f3 chuy\u00ean m\u00f4n trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau, bao g\u1ed3m t\u1ef1 \u0111\u1ed9ng h\u00f3a, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, b\u00e1n l\u1ebb, ng\u00e2n h\u00e0ng, kh\u00e1ch s\u1ea1n v\u00e0 h\u00e0ng kh\u00f4ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00f9y thu\u1ed9c v\u00e0o k\u1ef9 n\u0103ng v\u00e0 s\u1edf th\u00edch c\u1ee7a b\u1ea1n, b\u1ea1n c\u00f3 th\u1ec3 gi\u1eef c\u00e1c vai tr\u00f2 kh\u00e1c nhau trong ph\u00e2n t\u00edch kinh doanh, ch\u1eb3ng h\u1ea1n nh\u01b0 Big Data Engineer, Data Scientist, Database Administrator, Marketing Analytics Manager ho\u1eb7c Data Visualization Specialist.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>> T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/business-analyst-la-gi\/\"\u003EBusiness Analyst\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHy v\u1ecdng list \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng c\u1ee5 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ph\u1ed5 bi\u1ebfn nh\u1ea5t tr\u00ean \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u v\u00e0 l\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi t\u00ednh ch\u1ea5t c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh. Tham kh\u1ea3o ngay c\u00e1c b\u00e0i vi\u1ebft ti\u00eau bi\u1ec3u kh\u00e1c v\u1ec1 BA c\u0169ng nh\u01b0 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-business-analyst\/\"\u003Ekh\u00f3a h\u1ecdc business analyst\u003C\/a\u003E\u003C\/strong\u003E \u00a0t\u1ea1i website c\u1ee7a ch\u00fang t\u00f4i ngay h\u00f4m nay.\u003C\/span\u003E\u003C\/p\u003E\n","post_excerpt":"C\u00e1c c\u00f4ng c\u1ee5 Business Analytics l\u00e0 g\u00ec? \u0110i\u1ec3m m\u1ea1nh c\u1ee7a ch\u00fang trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch kinh doanh l\u00e0 g\u00ec? N\u1ebfu b\u1ea1n mu\u1ed1n tr\u1edf th\u00e0nh Business Analyst trong t\u01b0\u01a1ng lai, \u0111\u00e2y s\u1ebd l\u00e0 nh\u1eefng c\u00f4ng c\u1ee5 b\u1ea1n c\u1ea7n hi\u1ec3u v\u00e0 th\u00e0nh th\u1ea1o khi l\u00e0m vi\u1ec7c. Top 18 c\u00f4ng c\u1ee5 Business Analytics s\u1ebd \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-cu-Business-Analytics-1-1.jpeg"},{"ID":6664,"post_title":"AI Microsoft – C\u00f4ng ngh\u1ec7 AI t\u1ed1i \u01b0u m\u1ecdi ho\u1ea1t \u0111\u1ed9ng doanh nghi\u1ec7p","post_date":"23\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EAI Microsoft \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003El\u00e0 m\u1ed9t th\u1ebf gi\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p ti\u1ebfp c\u1eadn v\u1edbi mong mu\u1ed1n \u0111\u01b0a v\u00e0o qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a doanh nghi\u1ec7p. S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u00f4ng minh \u0111\u1ec3 t\u1ed1i \u01b0u ho\u1ea1t \u0111\u1ed9ng, \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t l\u00e0 m\u1ee5c \u0111\u00edch c\u1ee7a s\u1ef1 chuy\u1ec3n m\u00ecnh n\u00e0y.\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn kh\u00e1i qu\u00e1t nh\u1ea5t v\u1ec1 th\u1ebf gi\u1edbi \u003Cstrong\u003EAI Microsoft\u003C\/strong\u003E v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 th\u00f4ng minh m\u00e0 n\u1ec1n t\u1ea3ng n\u00e0y \u1ee9ng d\u1ee5ng v\u00e0o cu\u1ed9c s\u1ed1ng.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ed5ng quan v\u1ec1 AI Microsoft\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI l\u00e0 t\u00ean vi\u1ebft t\u1eaft c\u1ee7a Artificial Intelligence – tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. N\u00f3i m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u h\u01a1n, nh\u01b0 Microsoft \u0111\u00e3 l\u00fd gi\u1ea3i, AI l\u00e0 ph\u1ea7n m\u1ec1m c\u00f3 th\u1ec3 ph\u00e2n t\u00edch, b\u1eaft ch\u01b0\u1edbc v\u00e0 h\u1ecdc theo c\u00e1c kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00e1c ho\u1ea1t \u0111\u1ed9ng ch\u00ednh, \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn nhi\u1ec1u nh\u1ea5t c\u1ee7a AI c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMaking decisions: d\u1ef1a v\u00e0o c\u00e1c d\u1eef li\u1ec7u, kinh nghi\u1ec7m t\u1eeb c\u00e1c s\u1ef1 ki\u1ec7n, h\u00e0nh \u0111\u1ed9ng trong qu\u00e1 kh\u1ee9 \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDetecting anomalies: nh\u1eadn di\u1ec7n v\u00e0 b\u00e1o c\u00e1o v\u1ec1 c\u00e1c b\u1ea5t th\u01b0\u1eddng.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EInterpreting visual input: gi\u1ea3i th\u00edch tr\u1ef1c quan d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUnderstanding written & spoken language: Nghe, n\u00f3i, \u0111\u1ecdc, vi\u1ebft c\u00e1c lo\u1ea1i ng\u00f4n ng\u1eef.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EConversations: tham gia c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n, \u0111\u1ed1i tho\u1ea1i nh\u01b0 con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Main workloads c\u1ee7a \u003C\/span\u003E\u003Cb\u003EAI Microsoft\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMachine Learning: h\u1ecdc m\u00e1y – qu\u00e1 tr\u00ecnh training cho m\u00e1y t\u00ednh, gi\u00fap m\u00e1y t\u00ednh c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh v\u1ec1 d\u1eef li\u1ec7u. V\u00ed d\u1ee5, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0a m\u1ed9t t\u1eadp \u1ea3nh d\u1eef li\u1ec7u c\u1ee7a \u0111\u1ed9ng v\u1eadt v\u00e0 c\u00f9ng v\u1edbi c\u00e1c thu\u1eadt to\u00e1n t\u1ea1o n\u00ean c\u00e1c model nh\u1eadn di\u1ec7n \u0111\u1ed9ng v\u1eadt cho m\u00e1y t\u00ednh.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn di\u1ec7n b\u1ea5t th\u01b0\u1eddng: kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng nh\u1eadn bi\u1ebft l\u1ed7i sai v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea5t th\u01b0\u1eddng.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EComputer Vision: kh\u1ea3 n\u0103ng kh\u00e1m ph\u00e1 v\u00e0 nh\u1eadn di\u1ec7n th\u1ebf gi\u1edbi xung quan qua h\u00ecnh \u1ea3nh, camera,…\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENatural language processing: kh\u1ea3 n\u0103ng hi\u1ec3u v\u00e0 x\u1eed l\u00fd c\u00e1c lo\u1ea1i ng\u00f4n ng\u1eef\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6671 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-1.jpg\" alt=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o - Microsoft Azure AI\" width=\"1366\" height=\"768\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-1.jpg 1366w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-1-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-1-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-1-768x432.jpg 768w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o – Microsoft Azure AI\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Microsoft Azure AI hay\u003C\/span\u003E\u003Cb\u003E AI Microsoft \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003El\u00e0 n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u00e2y l\u00e0 n\u01a1i l\u01b0u tr\u1eef, t\u00ednh to\u00e1n, x\u1eed l\u00fd h\u00e0ng lo\u1ea1t d\u1eef li\u1ec7u. 3 n\u1ec1n t\u1ea3ng ch\u00ednh c\u1ee7a Microsoft Azure AI l\u1ea7n l\u01b0\u1ee3t l\u00e0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAzure Machine Learning: n\u1ec1n t\u1ea3ng d\u00f9ng \u0111\u1ec3 training, qu\u1ea3n l\u00fd, thu th\u1eadp, qu\u1ea3n l\u00fd c\u00e1c model machine learning.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECognitive Service: c\u00e1c d\u1ecbch v\u1ee5 gi\u00fap ng\u01b0\u1eddi l\u1eadp tr\u00ecnh c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p AI.\u00a0\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAzure Bot Service: n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u1ec3 t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd bots.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00e1c k\u1ebft qu\u1ea3 AI cho ra kh\u00e1 t\u1ed1t nh\u01b0ng v\u1eabn v\u01b0\u1edbng m\u1eafc m\u1ed9t v\u00e0i th\u00e1ch th\u1ee9c nh\u01b0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ec7 th\u1ed1ng nh\u1eadn di\u1ec7n kh\u00e1ch h\u00e0ng c\u00f3 ti\u1ec1m n\u0103ng cho vay: d\u1ef1a tr\u00ean c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 gi\u1edbi t\u00ednh, t\u00f4n gi\u00e1o, ngh\u1ec1 nghi\u1ec7p,… \u0111\u01b0a ra k\u1ebft qu\u1ea3 c\u00f2n nhi\u1ec1u h\u1ea1n ch\u1ebf.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ec7 th\u1ed1ng xe t\u1ef1 l\u00e1i: r\u1ee7i ro nguy hi\u1ec3m t\u00ednh m\u1ea1ng con ng\u01b0\u1eddi c\u00f2n r\u1ea5t cao.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng th\u1ec3 l\u00fd gi\u1ea3i t\u1ea5t c\u1ea3 k\u1ebft qu\u1ea3 m\u1ea1ng neuron network n\u00ean kh\u00f4ng th\u1ec3 gi\u1ea3i quy\u1ebft m\u1ecdi v\u1ea5n \u0111\u1ec1.\u00a0\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI \u0111\u00e3 gi\u1ea3i quy\u1ebft kh\u00e1 nhi\u1ec1u kh\u00fac m\u1eafc c\u1ee7a l\u1eadp tr\u00ecnh truy\u1ec1n th\u1ed1ng. Tuy nhi\u00ean, \u003C\/span\u003E\u003Cb\u003EAI Microsoft\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u0169ng c\u1ea7n tu\u00e2n th\u1ee7 m\u1ed9t lo\u1ea1t c\u00e1c nguy\u00ean t\u1eafc, tr\u00e1ch nhi\u1ec7m nh\u01b0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFairness: t\u00ednh c\u00f4ng b\u1eb1ng lu\u00f4n lu\u00f4n \u0111\u01b0\u1ee3c \u0111\u1ec1 cao trong m\u1ecdi quy\u1ebft \u0111\u1ecbnh. Kh\u00f4ng ph\u00e2n bi\u1ec7t c\u00e1c l\u1ef1a ch\u1ecdn b\u1edfi c\u00e1c y\u1ebfu t\u1ed1 t\u00f4n gi\u00e1o, m\u00e0u da,…\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EReliability and safety: \u0111\u1ed9 tin c\u1eady v\u00e0 an to\u00e0n ph\u1ea3i \u0111\u01b0\u1ee3c \u0111\u1eb7t l\u00ean h\u00e0ng \u0111\u1ea7u trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 v\u1eadn t\u1ea3i, chu\u1ea9n \u0111o\u00e1n b\u1ec7nh,…\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPrivacy and security: h\u1ec7 th\u1ed1ng h\u1ecdc m\u00e1y – machine learning th\u01b0\u1eddng d\u1ef1a v\u00e0o big data \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh n\u00ean th\u01b0\u1eddng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn s\u1ef1 ri\u00eang t\u01b0, b\u1ea3o m\u1eadt c\u1ee7a con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EInclusiveness: t\u00ednh to\u00e0n di\u1ec7n ph\u1ea3i \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n v\u1edbi m\u1ecdi th\u00e0nh ph\u1ea7n x\u00e3 h\u1ed9i.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETransparency: h\u1ec7 th\u1ed1ng AI c\u1ea7n d\u1ec5 hi\u1ec3u \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 nh\u1eadn bi\u1ebft, s\u1eed d\u1ee5ng, hi\u1ec3u v\u1ec1 nh\u1eefng m\u1eb7t t\u00edch c\u1ef1c l\u1eabn h\u1ea1n ch\u1ebf.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAccountability: h\u1ec7 th\u1ed1ng AI c\u0169ng c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i tr\u00ecnh c\u1ee5 th\u1ec3 v\u1ec1 c\u00e1c h\u00e0nh \u0111\u1ed9ng, quy\u1ebft \u0111\u1ecbnh c\u1ee7a m\u00ecnh.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110\u01b0a s\u1ee9c m\u1ea1nh c\u1ee7a AI \u0111\u1ebfn v\u1edbi Dynamics 365 v\u00e0 Power Platform\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e1t h\u00e0nh c\u00e1c \u1ee9ng d\u1ee5ng hi\u1ec3u bi\u1ebft m\u1edbi v\u1ec1 Dynamics 365 s\u1ebd \u0111\u01b0\u1ee3c tr\u1ee3 gi\u00fap b\u1edfi \u003C\/span\u003E\u003Cb\u003EAzure AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u00e1p d\u1ee5ng nh\u1eefng t\u00ednh n\u0103ng c\u1ee7a m\u00ecnh trong lu\u1ed3ng c\u00f4ng vi\u1ec7c. \u01afu \u0111i\u1ec3m c\u1ee7a vi\u1ec7c x\u00e2y d\u1ef1ng d\u1ecbch v\u1ee5 \u003C\/span\u003E\u003Cb\u003EMicrosoft Azure AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u00f3 th\u1ec3 b\u1ea1n ch\u01b0a bi\u1ebft:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EAI Microsoft\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E – Azure Machine Learning gi\u00fap c\u00e1 nh\u00e2n h\u00f3a c\u00e1c khuy\u1ebfn ngh\u1ecb \u0111\u1ec1 xu\u1ea5t cho ng\u01b0\u1eddi d\u00f9ng trong Dynamics 365 Customer Insights. N\u00f3 c\u0169ng gi\u00fap ph\u00e2n t\u00edch s\u1ea3n ph\u1ea9m v\u00e0 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n c\u00f3 kh\u1ea3 n\u0103ng ch\u00ednh x\u00e1c cao v\u1ec1 c\u00e1c r\u1ee7i ro v\u00e0 m\u1ee9c \u0111\u1ed9 th\u00e0nh c\u00f4ng c\u1ee7a business trong t\u01b0\u01a1ng lai (Dynamics 365 Supply Chain Management).\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELo\u1ea1t d\u1ecbch v\u1ee5 Azure Cognitive v\u00e0 Azure Bot cho ph\u00e9p t\u01b0\u01a1ng t\u00e1c t\u1ef1 nhi\u00ean v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u1edbi c\u00e1c \u0111i\u1ec3m ch\u1ea1m ti\u1ebfp x\u00fac Dynamics 365 Virtual Agent c\u00f3 trong d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAzure Search gi\u00fap ng\u01b0\u1eddi d\u00f9ng t\u00ecm ki\u1ebfm t\u1ea5t c\u1ea3 c\u00e1c th\u00f4ng tin quan tr\u1ecdng nh\u01b0 t\u00e0i kho\u1ea3n, danh b\u1ea1, c\u00e1c m\u1eabu h\u00f3a \u0111\u01a1n,… trong Dynamics 365 insights apps.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6665 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-2.jpg\" alt=\"H\u1ec7 th\u1ed1ng Dynamics 365 v\u00e0 Power Platform\" width=\"1650\" height=\"854\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-2.jpg 1650w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-2-300x155.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-2-1024x530.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-2-768x397.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-2-1536x795.jpg 1536w\" sizes=\"(max-width: 1650px) 100vw, 1650px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ec7 th\u1ed1ng Dynamics 365 v\u00e0 Power Platform\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ef1 c\u00f3 m\u1eb7t c\u1ee7a Dynamics 365 insights apps trong Azure \u003C\/span\u003E\u003Cb\u003EAI Microsoft, \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Edoanh nghi\u1ec7p \u0111\u00e3 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi \u0111\u1ed9 ng\u0169 ph\u00e1t tri\u1ec3n chuy\u00ean nghi\u1ec7p gi\u00fap t\u0103ng th\u00eam c\u00e1c ch\u1ee9c n\u0103ng c\u1ee7a AI trong \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd. 3 d\u1ecbch v\u1ee5 Power BI, PowerApps, v\u00e0 Microsoft Flow c\u0169ng \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i \u00edch nh\u1ea5t \u0111\u1ecbnh t\u1eeb nh\u1eefng \u0111\u1ed5i m\u1edbi trong d\u1ecbch v\u1ee5. S\u1ef1 k\u1ebft h\u1ee3p n\u00e0y t\u1ea1o n\u00ean m\u1ed9t h\u1ec7 sinh th\u00e1i Power Platform thay \u0111\u1ed5i c\u00e1i nh\u00ecn c\u1ee7a t\u1ea5t c\u1ea3 ng\u01b0\u1eddi d\u00f9ng Microsoft.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EAsure AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u0169ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng Power Platform ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh v\u1edbi tr\u1ea3i nghi\u1ec7m \u0111\u1eb7c bi\u1ec7t: point-and-click. Lo\u1ea1t d\u1ecbch v\u1ee5 Azure Cognitive v\u00e0 Azure Machine Learning trao quy\u1ec1n cho ng\u01b0\u1eddi d\u00f9ng ph\u00e1t tri\u1ec3n nh\u1eb1m:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00edch xu\u1ea5t c\u00e1c c\u1ee5m m\u00e3 h\u00f3a trong t\u00e0i li\u1ec7u, ph\u00e1t hi\u1ec7n c\u00e1c n\u1ed9i dung nh\u1ea1y c\u1ea3m, t\u1ea1o d\u1ef1ng m\u00f4 h\u00ecnh machine learning v\u1edbi Power BI.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng AI d\u1ef1 \u0111o\u00e1n insight kh\u00e1ch h\u00e0ng, chuy\u1ec3n ti\u1ebfp c\u00e1c y\u00eau c\u1ea7u t\u1eeb kh\u00e1ch h\u00e0ng, t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh qu\u1ea3n l\u00fd v\u1edbi h\u00f3a \u0111\u01a1n b\u1eb1ng Microsoft Flow.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDoanh nghi\u1ec7p s\u1ebd \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi khoa h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi n\u1ec1n t\u1ea3ng AI Microsoft. Microsoft l\u00e0 c\u00f4ng ty ph\u1ea7n m\u1ec1m duy nh\u1ea5t c\u00f3 th\u1ec3 tuy\u00ean b\u1ed1 \u0111\u1ea1t \u0111\u01b0\u1ee3c d\u00e2n ch\u1ee7 h\u00f3a AI cho c\u00e1c doanh nghi\u1ec7p tr\u00ean th\u1ecb tr\u01b0\u1eddng hi\u1ec7n nay. AI Microsoft s\u1ebd d\u1eabn d\u1eaft ng\u00e0nh c\u00f4ng nghi\u1ec7p d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc c\u1ea3 v\u1ec1 k\u1ef9 thu\u1eadt v\u00e0 l\u00f2ng tin. V\u00f4 v\u00e0n \u1ee9ng d\u1ee5ng tuy\u1ec7t v\u1eddi c\u1ee7a Microsoft Azure AI \u0111ang \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng trong t\u01b0\u01a1ng lai g\u1ea7n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAzure machine learning\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAzure Machine Learning l\u00e0 d\u1ecbch v\u1ee5 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 gi\u00fap kh\u1edfi t\u1ea1o, s\u1eafp x\u1ebfp, th\u1ef1c h\u00e0nh c\u00e1c model machine learning. Nh\u1eafc \u0111\u1ebfn c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a Azure Machine Learning, c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAutomated machine learning kh\u1edfi t\u1ea1o t\u1ef1 \u0111\u1ed9ng, nhanh ch\u00f3ng c\u00e1c model t\u1eeb d\u1eef li\u1ec7u c\u00f3 s\u1eb5n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u: ghi nh\u1edb, x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y m\u1ed9t c\u00e1ch thu\u1eadn ti\u1ec7n, c\u00f3 th\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng v\u00e0 \u0111\u00e1nh gi\u00e1 d\u1ec5 d\u00e0ng. B\u1ea1n c\u00f3 th\u1ec3 thu\u00ea m\u00e1y \u1ea3o \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 ho\u00e0n thi\u1ec7n c\u00e1c model.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENotebook & Pipelines: m\u00f4i tr\u01b0\u1eddng d\u00e0nh di\u1ec7n cho DS, SE coding v\u00e0 qu\u1ea3n l\u00fd c\u00e1c tasks c\u1ee7a m\u00ecnh.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6670 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-3.jpg\" alt=\"Hi\u1ec3u v\u1ec1 Azure machine learning\" width=\"1154\" height=\"640\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-3.jpg 1154w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-3-300x166.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-3-1024x568.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-3-768x426.jpg 768w\" sizes=\"(max-width: 1154px) 100vw, 1154px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u v\u1ec1 Azure machine learning\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAzure Computer Vision\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAzure Computer Vision l\u00e0 m\u1ed9t trong nh\u1eefng m\u1ea3ng ch\u00ednh c\u1ee7a Machine Learning n\u00f3i chung v\u00e0 \u003C\/span\u003E\u003Cb\u003EAI Microsoft \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003En\u00f3i ri\u00eang. Computer Vision \u0111\u01b0\u1ee3c hi\u1ec3u \u0111\u01a1n gi\u1ea3n l\u00e0 t\u1eadp trung v\u00e0o nh\u1eefng y\u1ebfu t\u1ed1 th\u1ecb gi\u00e1c v\u00e0 ng\u1eef c\u1ea3nh \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. C\u00e1c gi\u1ea3i ph\u00e1p, quy\u1ebft \u0111\u1ecbnh c\u1ee7a Azure Computer Vision \u0111\u1ec1u d\u1ef1a v\u00e0o video, h\u00ecnh \u1ea3nh, camera,…\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c task ch\u00ednh c\u1ee7a Azure Computer Vision \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea \u0111\u1ea7y \u0111\u1ee7:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EClassification tr\u00ean Azure\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng nh\u1eadn bi\u1ebft v\u00e0 ph\u00e2n lo\u1ea1i \u0111\u1ed1i t\u01b0\u1ee3ng d\u1ef1a tr\u00ean h\u00ecnh \u1ea3nh, ng\u1eef c\u1ea3nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EObject Detection tr\u00ean Azure\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng nh\u1eadn bi\u1ebft, ph\u00e2n lo\u1ea1i \u0111\u1ed1i t\u01b0\u1ee3ng d\u1ef1a tr\u00ean:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ecba \u0111i\u1ec3m v\u00e0 bounding box.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPixels (Sematic segmentation).\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00edch xu\u1ea5t, ph\u00e2n t\u00edch c\u00e1c th\u00f4ng tin c\u00f3 tr\u00ean h\u00ecnh \u1ea3nh \u0111\u1ec3 hi\u1ec3u ng\u1eef c\u1ea3nh (Image analysis)\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Ch3\u003E\u003Cb\u003EC\u00e1c b\u00e0i to\u00e1n v\u1ec1 khu\u00f4n m\u1eb7t (Face)\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n g\u01b0\u01a1ng m\u1eb7t \u0111\u1ec3 bi\u1ebft \u0111\u01b0\u1ee3c c\u1ea3m x\u00fac, \u0111\u1ed9 tu\u1ed5i, gi\u1edbi t\u00ednh,… (Face detection, analysis and recognition)\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EOCR v\u00e0 Form Recognization\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n ch\u1eef vi\u1ebft tay t\u1eeb h\u00f3a \u0111\u01a1n, t\u00e0i li\u1ec7u,…\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6669 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-4.png\" alt=\"Th\u1ebf n\u00e0o l\u00e0 Azure Computer Vision?\" width=\"1150\" height=\"758\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-4.png 1150w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-4-300x198.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-4-1024x675.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-4-768x506.png 768w\" sizes=\"(max-width: 1150px) 100vw, 1150px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ebf n\u00e0o l\u00e0 Azure Computer Vision?\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 \u003Cstrong\u003E\u003Ca href=\"http:\/\/cole.edu.vn\/cong-nghe-nhan-dien-khuon-mat-ai-tinh-nang-tuyet-voi-ma-it-ai-biet\/\"\u003Ec\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t AI\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EAzure Natural Language Processing\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAzure Natural Language Processing hay \u0111\u01b0\u1ee3c hi\u1ec3u l\u00e0 qu\u00e1 tr\u00ecnh x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean c\u1ee7a \u003C\/span\u003E\u003Cb\u003EAI Microsoft\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. \u0110\u00e2y l\u00e0 \u1ee9ng d\u1ee5ng c\u00f3 ch\u1ee9c n\u0103ng nghe, nh\u00ecn, n\u00f3i, hi\u1ec3u \u0111\u01b0\u1ee3c th\u00f4ng tin t\u1eeb ph\u00eda ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 ph\u1ee5c v\u1ee5 cho qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00ean trong Azure Natural Language Processing l\u00e0 h\u00e0ng lo\u1ea1t c\u00e1c d\u1ecbch v\u1ee5 nh\u01b0 Text analytics, Translation v\u00e0 Language Understanding gi\u00fap cho c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 t\u00edch h\u1ee3p NLP v\u00e0o \u1ee9ng d\u1ee5ng m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng nh\u1ea5t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u1ee9c n\u0103ng c\u1ee7a Azure Natural Language Processing bao g\u1ed3m:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EText Analytics\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EText Analytics l\u00e0 k\u1ef9 thu\u1eadt \u0111\u00e1nh gi\u00e1 c\u00e1c d\u1ea1ng v\u0103n b\u1ea3n, h\u1ed3 s\u01a1, t\u00e0i li\u1ec7u, c\u00e1c \u0111o\u1ea1n text,… \u0110\u00e2y l\u00e0 qu\u00e1 tr\u00ecnh AI ph\u00e2n t\u00edch v\u0103n b\u1ea3n \u0111\u1ec3 nh\u1eadn di\u1ec7n v\u1eadt th\u1ec3 v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi nh\u00ecn v\u00e0o m\u1ed9t \u0111o\u1ea1n v\u0103n b\u1ea3n, con ng\u01b0\u1eddi c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u \u0111\u01b0\u1ee3c c\u1ea3m x\u00fac c\u1ee7a ng\u01b0\u1eddi vi\u1ebft. \u003C\/span\u003E\u003Cb\u003EAI Microsoft \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ec\u00f2n c\u00f3 th\u1ec3 nh\u1eadn bi\u1ebft v\u00e0 \u0111\u00e1nh gi\u00e1 c\u1ea3m x\u00fac t\u00edch c\u1ef1c, ti\u00eau c\u1ef1c qua \u0111o\u1ea1n text.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ESpeech\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi AI Microsoft, con ng\u01b0\u1eddi c\u00f2n c\u00f3 th\u1ec3 giao ti\u1ebfp tr\u1ef1c ti\u1ebfp qua l\u1eddi n\u00f3i b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETranslation\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u1eed l\u00fd \u0111a ng\u00f4n ng\u1eef th\u00f4ng qua bi\u00ean d\u1ecbch tr\u1ef1c ti\u1ebfp lu\u00f4n l\u00e0 m\u1ed9t trong nh\u1eefng task \u0111\u1ea7y gian nan c\u1ee7a NLP.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u01b0\u1eddi bi\u00ean d\u1ecbch ng\u00f4n ng\u1eef bi\u1ec3u hi\u1ec7n nh\u1eefng h\u1ea1n ch\u1ebf ri\u00eang b\u1edfi kh\u00f4ng ph\u1ea3i ai c\u0169ng c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc \u0111\u01b0\u1ee3c nhi\u1ec1u ng\u00f4n ng\u1eef. S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 h\u1ecdc m\u00e1y s\u1ebd thay th\u1ebf bi\u00ean – phi\u00ean d\u1ecbch l\u00e0 c\u00f4ng ngh\u1ec7 s\u1ebd ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n h\u01a1n trong hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ELanguage Understanding\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u \u0111\u01b0\u1ee3c ng\u00f4n ng\u1eef n\u00f3i l\u00e0 kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a \u003C\/span\u003E\u003Cb\u003EAI Microsoft\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u1edbi Azure Natural Language Processing.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6668 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-5.png\" alt=\"Qu\u00e1 t\u00ecnh Azure Natural Language Processing\" width=\"1856\" height=\"733\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-5.png 1856w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-5-300x118.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-5-1024x404.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-5-768x303.png 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-5-1536x607.png 1536w\" sizes=\"(max-width: 1856px) 100vw, 1856px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u00e1 t\u00ecnh Azure Natural Language Processing\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EConversational AI (Build Chat Bot)\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cb\u003EMicrosoft Azure AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 c\u00f4ng ngh\u1ec7 th\u00f4ng minh cung c\u1ea5p c\u00e1c ch\u1ee9c n\u0103ng t\u01b0\u01a1ng t\u00e1c gi\u1eefa ng\u01b0\u1eddi d\u00f9ng v\u00e0 AI. Qu\u00e1 tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 bot. X\u00e2y d\u1ef1ng c\u00e1c bot \u0111\u1ed1i tho\u1ea1i \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed5 r\u1ed9ng r\u00e3i trong Microsoft Azure.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6667 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-6.jpg\" alt=\"X\u00e2y d\u1ef1ng bot v\u1edbi Conversational AI\" width=\"1149\" height=\"464\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-6.jpg 1149w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-6-300x121.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-6-1024x414.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-6-768x310.jpg 768w\" sizes=\"(max-width: 1149px) 100vw, 1149px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e2y d\u1ef1ng bot v\u1edbi Conversational AI\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EKinh nghi\u1ec7m thi v\u00e0 Dumps\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EMicrosoft Azure Fundamental hay c\u00f2n g\u1ecdi l\u00e0 AZ-900 – l\u00e0 m\u1ed9t ch\u1ee9ng ch\u1ec9 h\u1ebft s\u1ee9c c\u01a1 b\u1ea3n. T\u1eeb ki\u1ebfn th\u1ee9c cung c\u1ea5p \u0111\u1ebfn c\u00e1ch thi c\u0169ng \u0111\u1ec1u d\u01b0\u1edbi h\u00ecnh th\u1ee9c c\u01a1 b\u1ea3n nh\u1ea5t n\u00ean b\u1ea1n c\u00f3 th\u1ec3 ho\u00e0n to\u00e0n t\u1ef1 h\u1ecdc v\u00e0 \u00f4n thi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6666 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-7.png\" alt=\"Ch\u1ee9ng ch\u1ec9 Microsoft Azure Fundamental\" width=\"1400\" height=\"900\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-7.png 1400w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-7-300x193.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-7-1024x658.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-7-768x494.png 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u1ee9ng ch\u1ec9 Microsoft Azure Fundamental\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ES\u1ebd c\u00f3 hai h\u00ecnh th\u1ee9c h\u1ecdc ch\u00ednh cho b\u1ea1n:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ean trang ch\u1ee7 ch\u00ednh th\u1ee9c c\u1ee7a Microsoft: \u0111\u1ea7u ti\u00ean, b\u1ea1n s\u1ebd \u0111\u1ebfn v\u1edbi l\u1ed9 tr\u00ecnh \u0111\u1ecdc hi\u1ec3u 6 learning path c\u01a1 b\u1ea3n nh\u1ea5t. \u0110\u00e2y \u0111\u1ec1u l\u00e0 nh\u1eefng n\u1ed9i dung c\u01a1 b\u1ea3n nh\u1ea5t s\u00e1t v\u1edbi \u0111\u1ec1 thi v\u00e0 tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf. Tuy nhi\u00ean, c\u00e1ch tr\u00ecnh b\u00e0y c\u1ee7a b\u1ea3n demo kh\u00f4ng t\u1ed1t l\u1eafm. Microsoft \u0111\u00e3 chu\u1ea9n b\u1ecb s\u1eb5n Sandbox gi\u00fap ng\u01b0\u1eddi h\u1ecdc c\u00f3 tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf tr\u00ean m\u00f4i tr\u01b0\u1eddng Azure.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng Udemy, Coursera,…: v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng h\u1ecdc tr\u1ef1c tuy\u1ebfn n\u00e0y, b\u1ea1n s\u1ebd \u0111\u01b0\u1ee3c h\u1ecdc c\u00e1c kh\u00f3a h\u01b0\u1edbng d\u1eabn b\u00e0i b\u1ea3n tr\u00ean m\u00f4i tr\u01b0\u1eddng Azure v\u1edbi n\u1ed9i dung c\u1ef1c trau chu\u1ed1t, khoa h\u1ecdc. Th\u00eam v\u00e0o \u0111\u00f3, c\u00e1c n\u1ed9i dung ki\u1ec3m tra, quiz trong su\u1ed1t qu\u00e1 tr\u00ecnh h\u1ecdc c\u0169ng s\u1ebd gi\u00fap b\u1ea1n n\u1eafm ki\u1ebfn th\u1ee9c t\u1ed1t h\u01a1n. M\u1ed9t s\u1ed1 kh\u00f3a h\u1ecdc c\u00f3 th\u1ec3 s\u1ebd m\u1ea5t ph\u00ed.\u00a0\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHy v\u1ecdng v\u1edbi b\u00e0i vi\u1ebft tr\u00ean \u0111\u00e2y b\u1ea1n \u0111\u00e3 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n nh\u1ea5t v\u1ec1\u003C\/span\u003E\u003Cb\u003E AI Microsoft\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u1edbi c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh n\u1ec1n t\u1ea3ng c\u1ee7a Microsoft Azure AI. Hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 AI Microsoft s\u1ebd gi\u00fap c\u00e1c doanh nghi\u1ec7p \u0111\u00f3n \u0111\u1ea7u t\u01b0\u01a1ng lai m\u1ed9t c\u00e1ch m\u1ea1nh m\u1ebd nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u0110\u1eebng qu\u00ean \u0111\u0103ng k\u00fd ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\"\u003Ekh\u00f3a h\u1ecdc v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/a\u003E\u003C\/strong\u003E \u0111\u1ec3 khai ph\u00e1 th\u00eam nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi \u0111\u1ea7y b\u1ed5 \u00edch v\u00e0 th\u00fa v\u1ecb m\u1edbi m\u1ebb, l\u00e0m n\u1ec1n t\u1ea3ng ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng lai cho ch\u00ednh b\u1ea1n.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/open-source\/\"\u003EOpen source\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"AI Microsoft l\u00e0 m\u1ed9t th\u1ebf gi\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p ti\u1ebfp c\u1eadn v\u1edbi mong mu\u1ed1n \u0111\u01b0a v\u00e0o qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a doanh nghi\u1ec7p. S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u00f4ng minh \u0111\u1ec3 t\u1ed1i \u01b0u ho\u1ea1t \u0111\u1ed9ng, \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t l\u00e0 m\u1ee5c \u0111\u00edch c\u1ee7a s\u1ef1 chuy\u1ec3n m\u00ecnh n\u00e0y.\u00a0 […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/AI-Microsoft-1-1.jpg"},{"ID":6655,"post_title":"So s\u00e1nh Keras vs Tensorflow vs Pytorch: S\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa c\u00e1c frame deep learning","post_date":"22\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EPytorch Tensorflow Keras\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E – H\u1ecdc s\u00e2u l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), m\u1ed9t l\u0129nh v\u1ef1c ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn trong nhi\u1ec1u th\u1eadp k\u1ef7 qua. Gi\u1ed1ng nh\u01b0 b\u1ea5t k\u1ef3 kh\u00e1i ni\u1ec7m m\u1edbi n\u00e0o, b\u1ea1n c\u1ea7n th\u1eddi gian \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u00e0 t\u00ecm hi\u1ec3u v\u1ec1 n\u00f3 tr\u01b0\u1edbc khi s\u1eed d\u1ee5ng trong c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a th\u1ebf gi\u1edbi th\u1ef1c. Nh\u01b0ng tr\u01b0\u1edbc khi ch\u00fang t\u00f4i kh\u00e1m ph\u00e1 s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003EPytorch Tensorflow Keras\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, h\u00e3y d\u00e0nh m\u1ed9t ch\u00fat th\u1eddi gian \u0111\u1ec3 th\u1ea3o lu\u1eadn v\u00e0 xem x\u00e9t h\u1ecdc s\u00e2u.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EDeep learning l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u01b0\u1eddi ta th\u01b0\u1eddng nghe c\u00e1c thu\u1eadt ng\u1eef \u201cdeep learning\u201d \u201cmachine learning\u201d v\u00e0 \u201cartificial intelligence\u201d \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng thay th\u1ebf cho nhau v\u00e0 \u0111i\u1ec1u \u0111\u00f3 th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn nh\u1eefng hi\u1ec3u l\u1ea7m tr\u1ea7m tr\u1ecdng. Deep learning v\u00e0 machine learning \u0111\u1ec1u l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u1ee5 th\u1ec3 h\u01a1n, deep learning l\u00e0 m\u1ed9t ph\u1ea7n thu\u1ed9c machine learning. Hi\u1ec3u \u0111\u01b0\u1ee3c s\u1eafc th\u00e1i c\u1ee7a c\u00e1c kh\u00e1i ni\u1ec7m n\u00e0y l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft khi t\u00ecm hi\u1ec3u v\u1ec1 \u003C\/span\u003E\u003Cb\u003EPytorch Tensorflow Keras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDeep learning ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng c\u00e1ch b\u1eaft ch\u01b0\u1edbc c\u00e1c con \u0111\u01b0\u1eddng th\u1ea7n kinh c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi trong vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u, s\u1eed d\u1ee5ng n\u00f3 \u0111\u1ec3 ra quy\u1ebft \u0111\u1ecbnh, ph\u00e1t hi\u1ec7n c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng, nh\u1eadn di\u1ec7n l\u1eddi n\u00f3i v\u00e0 d\u1ecbch ng\u00f4n ng\u1eef. Deep learning c\u00f3 th\u1ec3 h\u1ecdc \u0111\u01b0\u1ee3c m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 gi\u00e1m s\u00e1t ho\u1eb7c can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi, r\u00fat \u200b\u200bra t\u1eeb d\u1eef li\u1ec7u kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c d\u00e1n nh\u00e3n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDeep learning di\u1ec5n gi\u1ea3i qu\u00e1 tr\u00ecnh machine learning b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u1ed9t m\u1ee9c \u0111\u1ed9 ph\u00e2n c\u1ea5p c\u1ee7a c\u00e1c m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh nh\u00e2n t\u1ea1o, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng gi\u1ed1ng nh\u01b0 b\u1ed9 n\u00e3o con ng\u01b0\u1eddi, v\u1edbi c\u00e1c \u0111i\u1ec3m n\u00fat th\u1ea7n kinh k\u1ebft n\u1ed1i trong m\u1ed9t trang web.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong khi c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh machine learning truy\u1ec1n th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch tuy\u1ebfn t\u00ednh, ch\u1ee9c n\u0103ng ph\u00e2n c\u1ea5p c\u1ee7a Deep Learning cho ph\u00e9p m\u00e1y x\u1eed l\u00fd d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p phi tuy\u1ebfn t\u00ednh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 ngu\u1ed3n ki\u1ebfn th\u1ee9c gi\u00fap b\u1ea1n m\u1edf r\u1ed9ng hi\u1ec3u bi\u1ebft c\u1ee7a m\u00ecnh trong l\u0129nh v\u1ef1c h\u1ea5p d\u1eabn n\u00e0y:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EA deep learning tutorial\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EA spotlight on deep learning frameworks\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EA discussion of deep learning algorithms\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6661 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-1.jpeg\" alt=\"T\u00ecm hi\u1ec3u v\u1ec1 deep learning\" width=\"1200\" height=\"797\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-1.jpeg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-1-300x199.jpeg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-1-1024x680.jpeg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-1-768x510.jpeg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ecm hi\u1ec3u v\u1ec1 deep learning\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPytorch Tensorflow Keras: \u0110\u1eb7c \u0111i\u1ec3m c\u1ee7a Keras\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 m\u1ed9t giao di\u1ec7n l\u1eadp tr\u00ecnh \u1ee9ng d\u1ee5ng m\u1ea1ng th\u1ea7n kinh c\u1ea5p cao (API) v\u00f4 c\u00f9ng h\u1eefu \u00edch \u0111\u01b0\u1ee3c vi\u1ebft b\u1eb1ng Python. Th\u01b0 vi\u1ec7n m\u1ea1ng th\u1ea7n kinh m\u00e3 ngu\u1ed3n m\u1edf n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 cung c\u1ea5p th\u1eed nghi\u1ec7m nhanh v\u1edbi c\u00e1c m\u1ea1ng th\u1ea7n kinh s\u00e2u v\u00e0 n\u00f3 c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u00ean CNTK, Tensorflow v\u00e0 Theano. \u003C\/span\u003E\u003Cb\u003EKeras \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Et\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o d\u1ef1ng module, t\u1ea1o s\u1ef1 th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng. N\u00f3 kh\u00f4ng x\u1eed l\u00fd c\u00e1c ho\u1ea1t \u0111\u1ed9ng m\u00e1y t\u00ednh c\u1ea5p th\u1ea5p. Thay v\u00e0o \u0111\u00f3, n\u00f3 \u0111i\u1ec1u h\u01b0\u1edbng \u0111\u1ebfn m\u1ed9t th\u01b0 vi\u1ec7n kh\u00e1c \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 backend.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u00e3 \u0111\u01b0\u1ee3c th\u00f4ng qua v\u00e0 t\u00edch h\u1ee3p v\u00e0o Tensorflow t\u1eeb gi\u1eefa n\u0103m 2017. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 truy c\u1eadp n\u00f3 th\u00f4ng qua module TF.Keras. Tuy nhi\u00ean, th\u01b0 vi\u1ec7n\u003C\/span\u003E\u003Cb\u003E Keras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u1eabn c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng ri\u00eang bi\u1ec7t v\u00e0 \u0111\u1ed9c l\u1eadp.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPytorch Tensorflow Keras: \u0110\u1eb7c \u0111i\u1ec3m c\u1ee7a Pytorch\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cb\u003EPytorch\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 m\u1ed9t framework c\u1ee7a deep learning t\u01b0\u01a1ng \u0111\u1ed1i m\u1edbi d\u1ef1a tr\u00ean Torch. \u0110\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Nh\u00f3m nghi\u00ean c\u1ee9u AI c\u1ee7a Facebook v\u00e0 m\u00e3 ngu\u1ed3n m\u1edf tr\u00ean GitHub v\u00e0o n\u0103m 2017, n\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c \u1ee9ng d\u1ee5ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EPytorch \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003En\u1ed5i ti\u1ebfng v\u1ec1 s\u1ef1 \u0111\u01a1n gi\u1ea3n, d\u1ec5 s\u1eed d\u1ee5ng, linh ho\u1ea1t, s\u1eed d\u1ee5ng b\u1ed9 nh\u1edb hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u1ed3 th\u1ecb t\u00ednh to\u00e1n \u0111\u1ed9ng. N\u00f3 c\u0169ng \u0111\u01b0\u1ee3c b\u1ea3n \u0111\u1ecba h\u00f3a, h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd coding d\u1ec5 d\u00e0ng h\u01a1n v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6657 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-scaled.jpg\" alt=\"Framework c\u1ee7a Pytorch\" width=\"2560\" height=\"1749\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-scaled.jpg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-300x205.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-1024x700.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-768x525.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-1536x1050.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-2-2048x1400.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EFramework c\u1ee7a Pytorch\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPytorch Tensorflow Keras: \u0110\u1eb7c \u0111i\u1ec3m c\u1ee7a Tensorflow\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cb\u003ETensorFlow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 m\u1ed9t framework h\u1ecdc s\u00e2u to\u00e0n di\u1ec7n do Google ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh v\u00e0o n\u0103m 2015. N\u00f3 \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi c\u00e1c t\u00e0i li\u1ec7u v\u00e0 h\u1ed7 tr\u1ee3 \u0111\u00e0o t\u1ea1o, c\u00e1c t\u00f9y ch\u1ecdn s\u1ea3n xu\u1ea5t v\u00e0 tri\u1ec3n khai c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng, nhi\u1ec1u c\u1ea5p \u0111\u1ed9 tr\u1eebu t\u01b0\u1ee3ng h\u00f3a v\u00e0 h\u1ed7 tr\u1ee3 cho c\u00e1c n\u1ec1n t\u1ea3ng kh\u00e1c nhau, nh\u01b0 Android.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETensorFlow l\u00e0 m\u1ed9t th\u01b0 vi\u1ec7n to\u00e1n h\u1ecdc t\u01b0\u1ee3ng tr\u01b0ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c m\u1ea1ng th\u1ea7n kinh v\u00e0 ph\u00f9 h\u1ee3p nh\u1ea5t cho l\u1eadp tr\u00ecnh DataFlow tr\u00ean m\u1ed9t lo\u1ea1t c\u00e1c t\u00e1c v\u1ee5 kh\u00e1c nhau. Ch\u01b0\u01a1ng tr\u00ecnh n\u00e0y c\u0169ng cung c\u1ea5p nhi\u1ec1u c\u1ea5p \u0111\u1ed9 tr\u1eebu t\u01b0\u1ee3ng cho vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1edf ra m\u1ed9t c\u00e1nh c\u1ed5ng \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u00e0 ph\u00e1t tri\u1ec3n nhanh trong trong th\u1ebf gi\u1edbi deep learning, \u003C\/span\u003E\u003Cb\u003ETensorflow \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ecung c\u1ea5p m\u1ed9t h\u1ec7 sinh th\u00e1i linh ho\u1ea1t, to\u00e0n di\u1ec7n v\u1ec1 c\u00e1c ngu\u1ed3n l\u1ef1c, th\u01b0 vi\u1ec7n v\u00e0 c\u00f4ng c\u1ee5 c\u1ed9ng \u0111\u1ed3ng t\u1ea1o \u0111i\u1ec1u ki\u1ec7n x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng machine learning. Nh\u01b0 \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp tr\u01b0\u1edbc \u0111\u00e2y, Tensorflow \u0111\u00e3 k\u1ebft h\u1ee3p v\u1edbi \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, tuy nhi\u00ean, c\u1ea3 2 v\u1eabn t\u1ed3n t\u1ea1i nhi\u1ec1u v\u1ea5n \u0111\u1ec1.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECho d\u00f9 v\u1eady, ch\u00fang ta v\u1eabn s\u1ebd so s\u00e1nh \u0111\u1ea7y \u0111\u1ee7 2 framework n\u00e0y, \u0111\u1eb7c bi\u1ec7t ng\u01b0\u1eddi d\u00f9ng Keras kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i s\u1eed d\u1ee5ng TensorFlow.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETheano – Khung deep learning \u0111\u1ebfn sau nh\u01b0ng kh\u00f4ng \u201cmu\u1ed9n\u201d\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 b\u00e0i vi\u1ebft n\u00e0y t\u1eadp trung v\u00e0o \u003C\/span\u003E\u003Cb\u003EPytorch Tensorflow Keras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E nh\u01b0ng ch\u00fang ta n\u00ean d\u00e0nh m\u1ed9t ch\u00fat th\u1eddi gian \u0111\u1ec3 nh\u00ecn nh\u1eadn v\u1ec1 Theano. Theano t\u1eebng l\u00e0 m\u1ed9t trong nh\u1eefng th\u01b0 vi\u1ec7n deep learning ph\u1ed5 bi\u1ebfn h\u01a1n, m\u1ed9t d\u1ef1 \u00e1n ngu\u1ed3n m\u1edf cho ph\u00e9p c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean x\u00e1c \u0111\u1ecbnh, \u0111\u00e1nh gi\u00e1 v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c bi\u1ec3u th\u1ee9c to\u00e1n h\u1ecdc, bao g\u1ed3m c\u00e1c m\u1ea3ng \u0111a chi\u1ec1u v\u00e0 c\u00e1c bi\u1ec3u th\u1ee9c c\u00f3 gi\u00e1 tr\u1ecb ma tr\u1eadn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6660 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-3.png\" alt=\"Pytorch Tensorflow Keras: Th\u01b0 vi\u1ec7n Theano\u00a0\" width=\"1200\" height=\"600\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-3.png 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-3-300x150.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-3-1024x512.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-3-768x384.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u01b0 vi\u1ec7n Theano\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETheano \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi \u0110\u1ea1i h\u1ecdc de Montreal v\u00e0o n\u0103m 2007 v\u00e0 l\u00e0 m\u1ed9t th\u01b0 vi\u1ec7n n\u1ec1n t\u1ea3ng quan tr\u1ecdng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho deep learning trong Python. N\u00f3 \u0111\u01b0\u1ee3c \u0111\u01b0\u1ee3c coi l\u00e0 cha \u0111\u1ebb c\u1ee7a c\u00e1c framework deep learning v\u00e0 \u0111\u00e3 kh\u00f4ng nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u s\u1ef1 \u1ee7ng h\u1ed9 t\u1eeb c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u b\u00ean ngo\u00e0i gi\u1edbi h\u1ecdc thu\u1eadt.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGi\u1edd \u0111\u00e2y, h\u00e3y c\u00f9ng kh\u00e1m ph\u00e1 s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a \u003C\/span\u003E\u003Cb\u003EPytorch\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E vs \u003C\/span\u003E\u003Cb\u003ETensorflow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPyTorch vs TensorFlow\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ea3 \u003C\/span\u003E\u003Cb\u003ETensorflow \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ev\u00e0\u003C\/span\u003E\u003Cb\u003E Pytorch \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0111\u1ec1u cung c\u1ea5p c\u00e1c tr\u1eebu t\u01b0\u1ee3ng h\u1eefu \u00edch gi\u00fap gi\u1ea3m b\u1edbt s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1ch gi\u1ea3m code c\u00e1c b\u1ea3n m\u1eabu. Ch\u00fang kh\u00e1c nhau v\u00ec\u003C\/span\u003E\u003Cb\u003E Pytorch\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u00f3 c\u00e1ch ti\u1ebfp c\u1eadn “pythonic” h\u01a1n v\u00e0 \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng, trong khi Tensorflow cung c\u1ea5p nhi\u1ec1u t\u00f9y ch\u1ecdn kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EPytorch\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho nhi\u1ec1u d\u1ef1 \u00e1n deep learning ng\u00e0y nay v\u00e0 s\u1ef1 ph\u1ed5 bi\u1ebfn c\u1ee7a n\u00f3 \u0111ang gia t\u0103ng trong gi\u1edbi nghi\u00ean c\u1ee9u v\u1ec1 AI, m\u1eb7c d\u00f9 trong ba frameworks ch\u00ednh, n\u00f3 \u00edt ph\u1ed5 bi\u1ebfn nh\u1ea5t. Xu h\u01b0\u1edbng d\u1ef1 \u0111o\u00e1n r\u1eb1ng c\u00e1c thay \u0111\u1ed5i s\u1ebd di\u1ec5n ra s\u1edbm h\u01a1n d\u1ef1 ki\u1ebfn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u mu\u1ed1n linh ho\u1ea1t kh\u1ea3 n\u0103ng debug v\u00e0 c\u00f3 th\u1eddi gian \u0111\u00e0o t\u1ea1o ng\u1eafn h\u01a1n, h\u1ecd ch\u1ecdn Pytorch. \u003C\/span\u003E\u003Cb\u003EPytorch\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ch\u1ea1y tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh Linux, MacOS v\u00e0 Windows.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1edd c\u00f3 c\u00e1c framework ghi l\u1ea1i v\u00e0 s\u1ef1 phong ph\u00fa c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh v\u00e0 h\u01b0\u1edbng d\u1eabn \u0111\u00e0o t\u1ea1o, Tensorflow l\u00e0 c\u00f4ng c\u1ee5 y\u00eau th\u00edch c\u1ee7a nhi\u1ec1u chuy\u00ean gia v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u trong ng\u00e0nh. \u003C\/span\u003E\u003Cb\u003ETensorFlow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E cung c\u1ea5p h\u00ecnh \u1ea3nh tr\u1ef1c quan t\u1ed1t h\u01a1n, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n debug v\u00e0 theo d\u00f5i qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o thu\u1eadn ti\u1ec7n h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETensorflow c\u0169ng \u0111\u00e1nh b\u1ea1i Pytorch trong vi\u1ec7c tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o \u0111\u1ec3 s\u1ea3n xu\u1ea5t, nh\u1edd v\u00e0o TensorFlow Serving framework. \u003C\/span\u003E\u003Cb\u003EPytorch \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ekh\u00f4ng cung c\u1ea5p framework nh\u01b0 v\u1eady, do \u0111\u00f3 c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u1ea7n s\u1eed d\u1ee5ng Django ho\u1eb7c Flask l\u00e0m m\u00e1y ch\u1ee7 back-end.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong l\u0129nh v\u1ef1c d\u1eef li\u1ec7u t\u01b0\u01a1ng \u0111\u1ed3ng, Pytorch \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u1ed1i \u01b0u b\u1eb1ng c\u00e1ch d\u1ef1a v\u00e0o h\u1ed7 tr\u1ee3 b\u1ea3n \u0111\u1ecba h\u00f3a \u0111\u1ec3 th\u1ef1c hi\u1ec7n kh\u00f4ng \u0111\u1ed3ng b\u1ed9 th\u00f4ng qua Python. Tuy nhi\u00ean, v\u1edbi TensorFlow, b\u1ea1n ph\u1ea3i vi\u1ebft m\u00e3 th\u1ee7 c\u00f4ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a m\u1ecdi ho\u1ea1t \u0111\u1ed9ng ch\u1ea1y tr\u00ean m\u1ed9t thi\u1ebft b\u1ecb c\u1ee5 th\u1ec3 \u0111\u1ec3 cho ph\u00e9p ph\u00e2n ph\u1ed1i ch\u01b0\u01a1ng tr\u00ecnh hu\u1ea5n luy\u1ec7n. T\u00f3m l\u1ea1i, b\u1ea1n c\u00f3 th\u1ec3 sao ch\u00e9p m\u1ecdi th\u1ee9 t\u1eeb Pytorch trong \u003C\/span\u003E\u003Cb\u003ETensorflow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E m\u00e0 ch\u1ec9 c\u1ea7n l\u00e0m vi\u1ec7c ch\u0103m ch\u1ec9 h\u01a1n v\u1edbi n\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n ch\u1ec9 b\u1eaft \u0111\u1ea7u kh\u00e1m ph\u00e1 deep learning, b\u1ea1n n\u00ean h\u1ecdc \u003C\/span\u003E\u003Cb\u003EPytorch\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E tr\u01b0\u1edbc do s\u1ef1 ph\u1ed5 bi\u1ebfn c\u1ee7a n\u00f3 trong c\u1ed9ng \u0111\u1ed3ng nghi\u00ean c\u1ee9u. Tuy nhi\u00ean, n\u1ebfu b\u1ea1n quen thu\u1ed9c v\u1edbi deep learning, machine learning v\u00e0 mu\u1ed1n t\u1eadp trung v\u00e0o vi\u1ec7c ki\u1ebfm m\u1ed9t c\u00f4ng vi\u1ec7c trong ng\u00e0nh c\u00e0ng s\u1edbm c\u00e0ng t\u1ed1t, h\u00e3y h\u1ecdc Tensorflow tr\u01b0\u1edbc.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00e2y gi\u1edd, \u0111\u00e3 \u0111\u1ebfn l\u00fac ch\u00fang ta c\u00f9ng xem x\u00e9t s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a Pytorch vs \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EPyTorch vs Keras\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ea3 hai l\u1ef1a ch\u1ecdn n\u00e0y \u0111\u1ec1u t\u1ed1t n\u1ebfu b\u1ea1n ch\u1ec9 m\u1edbi b\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c framework c\u1ee7a deep learning. C\u00e1c nh\u00e0 to\u00e1n h\u1ecdc v\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 kinh nghi\u1ec7m s\u1ebd th\u1ea5y Pytorch th\u00fa v\u1ecb h\u01a1n theo \u00fd th\u00edch c\u1ee7a h\u1ecd. \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ph\u00f9 h\u1ee3p h\u01a1n cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n mu\u1ed1n m\u1ed9t framework linh ho\u1ea1t cho ph\u00e9p h\u1ecd x\u00e2y d\u1ef1ng, \u0111\u00e0o t\u1ea1o v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u0169ng cung c\u1ea5p nhi\u1ec1u t\u00f9y ch\u1ecdn tri\u1ec3n khai h\u01a1n v\u00e0 qu\u00e1 qu\u00e1 tr\u00ecnh xu\u1ea5t m\u00f4 h\u00ecnh c\u0169ng s\u1ebd d\u1ec5 d\u00e0ng h\u01a1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6659 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-4.png\" alt=\"Pytorch Tensorflow Keras: So s\u00e1nh PyTorch vs Keras\" width=\"1292\" height=\"692\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-4.png 1292w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-4-300x161.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-4-1024x548.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-4-768x411.png 768w\" sizes=\"(max-width: 1292px) 100vw, 1292px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESo s\u00e1nh PyTorch vs Keras\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETuy nhi\u00ean, h\u00e3y nh\u1edb r\u1eb1ng Pytorch nhanh h\u01a1n \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng debug t\u1ed1t h\u01a1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ea3 hai n\u1ec1n t\u1ea3ng \u0111\u1ec1u qu\u00e1 ph\u1ed5 bi\u1ebfn v\u1edbi vi\u1ec7c cung c\u1ea5p nhi\u1ec1u t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp. Keras c\u00f3 quy\u1ec1n truy c\u1eadp m\u01b0\u1ee3t m\u00e0 khi code v\u00e0 h\u01b0\u1edbng d\u1eabn c\u00f3 th\u1ec3 t\u00e1i s\u1eed d\u1ee5ng b\u1ea5t c\u1ee9 l\u00fac n\u00e0o, trong khi Pytorch c\u00f3 m\u1ed9t c\u1ed9ng \u0111\u1ed3ng xu\u1ea5t s\u1eafc gi\u00fap h\u1ed7 tr\u1ee3 v\u00e0 ph\u00e1t tri\u1ec3n t\u00edch c\u1ef1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t khi b\u1ea1n l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u1ed9 d\u1eef li\u1ec7u nh\u1ecf, t\u1ea1o m\u1eabu nhanh v\u00e0 h\u1ed7 tr\u1ee3 nhi\u1ec1u trong back-end. N\u00f3 l\u00e0 framework ph\u1ed5 bi\u1ebfn nh\u1ea5t nh\u1edd t\u00ednh t\u1ed1i gi\u1ea3n t\u01b0\u01a1ng \u0111\u1ed1i c\u1ee7a m\u00ecnh. Keras hi\u1ec7n ch\u1ea1y tr\u00ean Linux, MacOS v\u00e0 Windows.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETensorFlow vs Keras\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETensorFlow l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng m\u00e3 ngu\u1ed3n m\u1edf ho\u00e0n to\u00e0n, m\u1ed9t th\u01b0 vi\u1ec7n cho nhi\u1ec1u t\u00e1c v\u1ee5 machine learning, trong khi \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 m\u1ed9t th\u01b0 vi\u1ec7n m\u1ea1ng th\u1ea7n kinh c\u1ea5p cao ch\u1ea1y tr\u00ean Tensorflow. C\u1ea3 hai \u0111\u1ec1u cung c\u1ea5p c\u00e1c API c\u1ea5p cao d\u00f9ng \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng nh\u01b0ng \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E th\u00e2n thi\u1ec7n h\u01a1n v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u00ec c\u00f3 t\u00edch h\u1ee3p Python.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u chuy\u1ec3n sang\u003C\/span\u003E\u003Cb\u003E Tensorflow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E khi l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn, c\u00e1c nhi\u1ec7m v\u1ee5 t\u00ecm ki\u1ebfm \u0111\u1ed1i t\u01b0\u1ee3ng c\u1ea7n \u0111\u1ebfn c\u00e1c ch\u1ee9c n\u0103ng hi\u1ec7n \u0111\u1ea1i c\u00f3 hi\u1ec7u su\u1ea5t cao. TensorFlow ch\u1ea1y tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh Linux, MacOS, Windows v\u00e0 Android. Framework n\u00e0y \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Google Brain, hi\u1ec7n \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho nhu c\u1ea7u nghi\u00ean c\u1ee9u v\u00e0 s\u1ea3n xu\u1ea5t c\u1ee7a Google.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n \u0111\u1ecdc n\u00ean nh\u1edb r\u1eb1ng vi\u1ec7c so s\u00e1nh Tensorflow v\u00e0 Keras kh\u00f4ng ph\u1ea3i l\u00e0 c\u00e1ch t\u1ed1t nh\u1ea5t \u0111\u1ec3 ti\u1ebfp c\u1eadn c\u00e2u h\u1ecfi v\u00ec \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t v\u1ecf b\u1ecdc cho framework c\u1ee7a \u003C\/span\u003E\u003Cb\u003ETensorflow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E. Do \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh m\u1ed9t m\u00f4 h\u00ecnh v\u1edbi giao di\u1ec7n c\u1ee7a \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, d\u1ec5 s\u1eed d\u1ee5ng h\u01a1n, sau \u0111\u00f3 th\u1ea3 xu\u1ed1ng TensorFlow khi b\u1ea1n c\u1ea7n s\u1eed d\u1ee5ng m\u1ed9t t\u00ednh n\u0103ng m\u00e0 Keras kh\u00f4ng c\u00f3 ho\u1eb7c b\u1ea1n \u0111ang t\u00ecm ki\u1ebfm ch\u1ee9c n\u0103ng TensorFlow c\u1ee5 th\u1ec3. Sau \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1eb7t code TensorFlow c\u1ee7a m\u00ecnh tr\u1ef1c ti\u1ebfp v\u00e0o m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o \u003C\/span\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECu\u1ed1i c\u00f9ng, s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng h\u1ecdc m\u00e1y \u003C\/span\u003E\u003Cb\u003ETensorFlow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u00e0 \u003C\/span\u003E\u003Cb\u003EKera\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E cho h\u1ec7 th\u1ed1ng m\u1ea1ng th\u1ea7n kinh s\u00e2u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ETheano vs Tensorflow\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eafc l\u1ea1i m\u1ed9t l\u1ea7n n\u1eefa, trong khi tr\u1ecdng t\u00e2m c\u1ee7a b\u00e0i vi\u1ebft n\u00e0y l\u00e0 v\u1ec1 \u003C\/span\u003E\u003Cb\u003EPytorch Tensorflow Keras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, th\u1eadt h\u1ee3p l\u00fd khi \u0111\u01b0a Theano v\u00e0o cu\u1ed9c th\u1ea3o lu\u1eadn. Theano s\u1edf h\u1eefu kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n nhanh ch\u00f3ng v\u00e0 n\u00f3 chuy\u00ean training c\u00e1c thu\u1eadt to\u00e1n m\u1ea1ng th\u1ea7n kinh s\u00e2u. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng ch\u00e9o v\u00e0 c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean c\u1ea3 \u0111\u01a1n v\u1ecb x\u1eed l\u00fd trung t\u00e2m (CPU) v\u00e0 \u0110\u01a1n v\u1ecb x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda (GPU).\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003ETensorflow\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u0169ng ch\u1ea1y tr\u00ean CPU v\u00e0 GPU. N\u00f3 d\u1ef1a tr\u00ean t\u00ednh to\u00e1n \u0111\u1ed3 th\u1ecb, cho ph\u00e9p nh\u00e0 ph\u00e1t tri\u1ec3n tr\u1ef1c quan h\u00f3a c\u1ea5u tr\u00fac c\u1ee7a m\u1ea1ng th\u1ea7n kinh t\u1ed1t h\u01a1n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng TensorBoard, gi\u00fap debug d\u1ec5 d\u00e0ng h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6658 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-5.jpg\" alt=\"Pytorch Tensorflow Keras: So s\u00e1nh Theano vs Tensorflow\" width=\"2048\" height=\"956\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-5.jpg 2048w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-5-300x140.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-5-1024x478.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-5-768x359.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-5-1536x717.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESo s\u00e1nh Theano vs Tensorflow\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003E\u0110\u00e2u l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t trong Pytorch Tensorflow Keras?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c t\u00ecnh hu\u1ed1ng v\u00e0 nhu c\u1ea7u c\u1ee7a m\u1ed7i ng\u01b0\u1eddi \u0111\u1ec1u kh\u00e1c nhau, do \u0111\u00f3, n\u00f3 d\u1eabn \u0111\u1ebfn nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m kh\u00e1c nhau c\u1ee7a m\u1ed7i d\u1ef1 \u00e1n AI c\u1ee7a b\u1ea1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 bi\u1ec3u \u0111\u1ed3 ph\u00e2n bi\u1ec7t r\u00f5 c\u00e1c t\u00ednh n\u0103ng c\u1ee7a \u003C\/span\u003E\u003Cb\u003EPytorch Tensorflow Keras \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Egi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn kh\u00e1ch quan nh\u1ea5t:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003C\/td\u003E\n\u003Ctd style=\"text-align: center;\"\u003E\n\u003Cp style=\"text-align: left;\"\u003E\u003Cb\u003EKeras\u003C\/b\u003E\u003C\/p\u003E\n\u003C\/td\u003E\n\u003Ctd style=\"text-align: left;\"\u003E\u003Cb\u003EPyTorch\u003C\/b\u003E\u003C\/td\u003E\n\u003Ctd\u003E\n\u003Cp style=\"text-align: left;\"\u003E\u003Cb\u003ETensorFlow\u003C\/b\u003E\u003C\/p\u003E\n\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAPI Level\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECao\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u1ea5p\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECao v\u00e0 th\u1ea5p\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u1ea5u tr\u00fac\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u01a1n gi\u1ea3n, s\u00fac t\u00edch, d\u1ec5 \u0111\u1ecdc\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ee9c t\u1ea1p, kh\u00f3 \u0111\u1ecdc h\u01a1n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng d\u1ec5 s\u1eed d\u1ee5ng\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EH\u1ec7 d\u1eef li\u1ec7u\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1eef li\u1ec7u nh\u1ecf\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1eef li\u1ec7u l\u1edbn, bi\u1ec3u hi\u1ec7n t\u1ed1t\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1eef li\u1ec7u l\u1edbn, bi\u1ec3u hi\u1ec7n t\u1ed1t\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDebugging\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ea1ng l\u01b0\u1edbi \u0111\u01a1n gi\u1ea3n, kh\u00f4ng c\u1ea7n debug nhi\u1ec1u\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 debug t\u1ed1t\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f3 \u0111\u1ec3 kh\u1edfi t\u1ea1o debug\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e3 t\u1eebng \u0111\u00e0o t\u1ea1o m\u1eabu tr\u01b0\u1edbc \u0111\u00f3?\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e3 t\u1eebng\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e3 t\u1eebng\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e3 t\u1eebng\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ed9 ph\u1ed5 bi\u1ebfn\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ed5 bi\u1ebfn nh\u1ea5t\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ed5 bi\u1ebfn th\u1ee9 3\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u1ed5 bi\u1ebfn th\u1ee9 2\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ed1c \u0111\u1ed9\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u1eadm, bi\u1ec3u hi\u1ec7n k\u00e9m\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENhanh, bi\u1ec3u hi\u1ec7n chuy\u00ean nghi\u1ec7p\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENhanh, bi\u1ec3u hi\u1ec7n chuy\u00ean nghi\u1ec7p\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u01b0\u1ee3c code b\u1eb1ng\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPython\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELua\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC++, CUDA, Python\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ef1a tr\u00ean tinh th\u1ea7n h\u1ecdc t\u1eadp kh\u00f4ng bao gi\u1edd l\u00e0 \u0111\u1ee7, h\u00e3y c\u1ed1 g\u1eafng h\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng c\u00e0ng nhi\u1ec1u frameworks c\u00e0ng t\u1ed1t. N\u00f3i c\u00e1ch kh\u00e1c, \u0111\u1ec3 so s\u00e1nh \u003C\/span\u003E\u003Cb\u003EPytorch Tensorflow Keras\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, ch\u00fang t\u00f4i khuy\u1ebfn kh\u00edch b\u1ea1n t\u00ecm hi\u1ec3u c\u1ea3 ba c\u00e1ch ch\u00fang k\u1ebft h\u1ee3p v\u1edbi nhau \u0111\u1ec3 t\u00ecm ra ch\u00fang kh\u00e1c nhau nh\u01b0 th\u1ebf n\u00e0o.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ETheo d\u00f5i Cole.vn \u0111\u1ec3 tham gia v\u00e0 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\"\u003Ekh\u00f3a h\u1ecdc l\u1eadp tr\u00ecnh ai\u003C\/a\u003E\u003C\/strong\u003E, gi\u00fap b\u1ea1n l\u0129nh h\u1ed9i nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi m\u1ebb v\u00e0 xu h\u01b0\u1edbng th\u1eddi \u0111\u1ea1i hi\u1ec7n nay.\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/hoc-lap-trinh-ai-cho-nguoi-moi-bat-dau\/\"\u003EH\u1ecdc l\u1eadp tr\u00ecnh AI cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Pytorch Tensorflow Keras – H\u1ecdc s\u00e2u l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), m\u1ed9t l\u0129nh v\u1ef1c ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn trong nhi\u1ec1u th\u1eadp k\u1ef7 qua. Gi\u1ed1ng nh\u01b0 b\u1ea5t k\u1ef3 kh\u00e1i ni\u1ec7m m\u1edbi n\u00e0o, b\u1ea1n c\u1ea7n th\u1eddi gian \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u00e0 t\u00ecm hi\u1ec3u v\u1ec1 n\u00f3 tr\u01b0\u1edbc khi s\u1eed d\u1ee5ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Pytorch-tensorflow-keras-1-1.jpeg"},{"ID":6644,"post_title":"Ng\u00e0nh Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI: C\u00e1c Robot AI ph\u1ed5 bi\u1ebfn tr\u00ean th\u1ebf gi\u1edbi","post_date":"21\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ed\u01b0\u1eddng nh\u01b0 kh\u00f4ng c\u00f2n xa l\u1ea1 v\u1edbi m\u1ed7i ch\u00fang ta. Ng\u00e0y nay, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, c\u00e1c robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c ph\u00e1t minh nh\u1eb1m m\u1ee5c \u0111\u00edch t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c, h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi hi\u1ec7u qu\u1ea3 trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c, h\u1ecdc t\u1eadp.\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 l\u1ebd ch\u00ednh v\u00ec s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd, \u0111\u1eb7c bi\u1ec7t \u0111\u00f3, m\u00e0 robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o lu\u00f4n \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u ng\u01b0\u1eddi quan t\u00e2m v\u00e0 \u0111\u1eb7t ra nhi\u1ec1u c\u00e2u h\u1ecfi. H\u00e3y c\u00f9ng ch\u00fang t\u00f4i t\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e0y ngay qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y nh\u00e9!\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ENg\u00e0nh Robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc tr\u01b0\u1eddng n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u00e0nh \u003C\/span\u003E\u003Cb\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y v\u00f4 c\u00f9ng s\u00f4i \u0111\u1ed9ng, nh\u1ed9n nh\u1ecbp. \u0110\u00e2y l\u00e0 m\u1ed9t ng\u00e0nh c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, h\u1ee9a h\u1eb9n c\u00f3 s\u1ef1 ph\u00e1t tri\u1ec3n ng\u00e0y c\u00e0ng m\u1ea1nh m\u1ebd trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENh\u1eadn th\u1ee9c r\u00f5 \u0111\u01b0\u1ee3c s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd trong t\u01b0\u01a1ng lai n\u00e0y, nhi\u1ec1u b\u1ea1n tr\u1ebb \u0111\u00e3 \u0111\u1ecbnh h\u01b0\u1edbng, ch\u1ecdn l\u1ef1a \u0111\u1ebfn nh\u1eefng ng\u00e0nh nh\u01b0 robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. V\u00e0 hi\u1ec7n nay c\u0169ng c\u00f3 r\u1ea5t nhi\u1ec1u th\u1eafc m\u1eafc: \u0110\u1ed1i v\u1edbi ng\u00e0nh robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u00ec n\u00ean h\u1ecdc tr\u01b0\u1eddng n\u00e0o?\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6649 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/nganh-robot-va-tri-tue-nhan-tao.png\" alt=\"Ng\u00e0nh robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u00a0\" width=\"893\" height=\"501\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/nganh-robot-va-tri-tue-nhan-tao.png 893w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/nganh-robot-va-tri-tue-nhan-tao-300x168.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/nganh-robot-va-tri-tue-nhan-tao-768x431.png 768w\" sizes=\"(max-width: 893px) 100vw, 893px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u00e0nh robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec7n nay t\u1ea1i Vi\u1ec7t Nam c\u00f3 r\u1ea5t nhi\u1ec1u ng\u00f4i tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o l\u0129nh v\u1ef1c robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u01b0: \u0111\u1ea1i h\u1ecdc S\u01b0 ph\u1ea1m K\u1ef9 thu\u1eadt TP. H\u1ed3 Ch\u00ed Minh, \u0111\u1ea1i h\u1ecdc B\u00e1ch khoa H\u00e0 N\u1ed9i, \u0111\u1ea1i h\u1ecdc PFT, Khoa CNTT \u2013 \u0110H C\u00f4ng ngh\u1ec7 tr\u1ef1c thu\u1ed9c \u0110H Qu\u1ed1c gia H\u00e0 N\u1ed9i\u2026.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y \u0111\u1ec1u l\u00e0 nh\u1eefng ng\u00f4i tr\u01b0\u1eddng v\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m gi\u1ea3ng d\u1ea1y trong l\u0129nh v\u1ef1c robot v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Ch\u1eafc ch\u1eafn s\u1ebd l\u00e0 m\u00f4i tr\u01b0\u1eddng l\u00fd t\u01b0\u1edfng m\u00e0 c\u00e1c b\u1ea1n tr\u1ebb\u00a0 \u0111am m\u00ea robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang h\u01b0\u1edbng t\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ET\u1ed5ng quan v\u1ec1 Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cb\u003EAI robot \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ehay c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u00e2y l\u00e0 m\u1ed9t c\u1ed7 m\u00e1y t\u1ef1 ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c ph\u00e1t minh ra nh\u1eb1m thay th\u1ebf, h\u1ed7 tr\u1ee3 v\u00e0 gi\u00fap \u0111\u1ee1 con ng\u01b0\u1eddi trong c\u00e1c qu\u00e1 tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng, s\u1ea3n xu\u1ea5t hay nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c trong \u0111\u1eddi s\u1ed1ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003ERobot AI \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ecao c\u1ea5p v\u00e0 v\u01b0\u1ee3t tr\u1ed9i h\u01a1n h\u1eb3n so v\u1edbi nh\u1eefng robot th\u00f4ng th\u01b0\u1eddng ch\u00ednh l\u00e0 nh\u1edd \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t c\u00e1c ph\u1ea7n m\u1ec1m l\u1eadp tr\u00ecnh nh\u1eb1m m\u00f4 ph\u1ecfng tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6648 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-AI.jpg\" alt=\"Robot AI\u00a0\" width=\"1200\" height=\"800\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-AI.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-AI-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-AI-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-AI-768x512.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot AI\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EDo \u0111\u00f3 nh\u1eefng Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e0y kh\u00f4ng ch\u1ec9 s\u1edf h\u1eefu \u0111\u01b0\u1ee3c c\u00e1c \u01b0u \u0111i\u1ec3m th\u00f4ng th\u01b0\u1eddng, m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng, suy ngh\u0129, nh\u1eadn th\u1ee9c v\u00e0 giao ti\u1ebfp nh\u01b0 con ng\u01b0\u1eddi. Ch\u00ednh v\u00ec v\u1eady m\u00e0 ng\u00e0y nay, robot AI \u0111ang ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u01afu \u0111i\u1ec3m c\u1ee7a Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00f3 kh\u1ea3 n\u0103ng giao ti\u1ebfp, n\u00f3i chuy\u1ec7n b\u1eb1ng gi\u1ecdng n\u00f3i nh\u01b0 con ng\u01b0\u1eddi, b\u1eb1ng nhi\u1ec1u ng\u00f4n ng\u1eef kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00f3 kh\u1ea3 n\u0103ng suy ngh\u0129, v\u00e0 x\u1eed l\u00fd v\u1ea5n \u0111\u1ec1 nhanh ch\u00f3ng, h\u1ee3p logic, c\u00f9ng t\u00ednh ch\u00ednh x\u00e1c cao.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Kh\u1ea3 n\u0103ng giao ti\u1ebfp t\u1ed1t, h\u1ecdc h\u1ecfi v\u00e0 ti\u1ebfp thu nhanh ch\u00f3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh th\u00f4ng tin \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n nhanh ch\u00f3ng, linh ho\u1ea1t v\u00e0 thu\u1eadn ti\u1ec7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Kh\u1ea3 n\u0103ng th\u00edch nghi nhanh ch\u00f3ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ENh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– T\u1ed1n nhi\u1ec1u chi ph\u00ed trong qu\u00e1 tr\u00ecnh l\u1eafp \u0111\u1eb7t, ph\u00e1t minh v\u00e0 s\u1ea3n xu\u1ea5t ra 1 s\u1ea3n ph\u1ea9m robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Vi\u1ec7c truy\u1ec1n t\u1ea3i nh\u1eefng th\u00f4ng tin gi\u1ea3i th\u00edch \u0111\u1ebfn kh\u00e1ch h\u00e0ng c\u00f2n nhi\u1ec1u h\u1ea1n ch\u1ebf. Hi\u1ec7n nay AI hi\u1ec7n ch\u01b0a c\u00f3 \u0111\u1ee7 v\u00e0 ho\u00e0n to\u00e0n nh\u1eadn c\u00f3 nh\u1eadn th\u1ee9c ho\u00e0n h\u1ea3o \u0111\u1ec3 x\u1eed l\u00fd m\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh kh\u00e1c.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-nghe-nhan-dien-khuon-mat-ai-tinh-nang-tuyet-voi-ma-it-ai-biet\/\"\u003Ec\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t AI\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u00e1c Robot s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u1ed5i ti\u1ebfng v\u00e0 ph\u1ed5 bi\u1ebfn\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec7n nay, robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u1ed5i ti\u1ebfng v\u00e0 \u0111\u01b0\u1ee3c nhi\u1ec1u ng\u01b0\u1eddi bi\u1ebft \u0111\u1ebfn nh\u1ea5t ph\u1ea3i k\u1ec3 \u0111\u1ebfn l\u00e0 robot AI Vector v\u00e0 robot AI Sophia.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o Vector\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cb\u003ERobot AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E Vector l\u00e0 m\u1ed9t robot thu\u1ed9c c\u00f4ng ty s\u1ea3n xu\u1ea5t \u0111\u1ed3 ch\u01a1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi – Anki. Robot Vector ra \u0111\u1eddi \u0111\u01b0\u1ee3c xem nh\u01b0 m\u1ed9t thi\u1ebft b\u1ecb robot gia \u0111\u00ecnh. N\u00f3 c\u00f3 \u0111\u1eb7c bi\u1ec7t n\u1ed5i b\u1eadt t\u01b0\u01a1ng t\u1ef1 nh\u01b0 Robot Cozmo nh\u01b0ng \u0111\u01b0\u1ee3c c\u1ea3i ti\u1ebfn v\u00e0 n\u00e2ng c\u1ea5p v\u1ec1 ch\u1ee9c n\u0103ng v\u01b0\u1ee3t tr\u1ed9i h\u01a1n nhi\u1ec1u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E Vector gi\u1ed1ng nh\u01b0 1 tr\u1ee3 l\u00fd c\u00e1 nh\u00e2n \u1ea3o nh\u01b0 Siri ho\u1eb7c Alexa. Nh\u01b0ng c\u00f3 s\u1ef1 h\u1ea1n ch\u1ebf h\u01a1n v\u1ec1 ph\u1ea1m vi. Vector t\u1ed3n t\u1ea1i \u1edf d\u1ea1ng c\u01a1 th\u1ec3 v\u1eadt l\u00fd v\u1edbi nhi\u1ec1u bi\u1ec3u c\u1ea3m, t\u00ednh c\u00e1ch.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6645 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector.jpg\" alt=\"Robot Vector\" width=\"2100\" height=\"1500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector.jpg 2100w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector-300x214.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector-1024x731.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector-768x549.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector-1536x1097.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-Vector-2048x1463.jpg 2048w\" sizes=\"(max-width: 2100px) 100vw, 2100px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot Vector\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n ch\u1ec9 c\u1ea7n k\u00edch ho\u1ea1t b\u1eb1ng t\u1eeb\u00a0 \u201cHey Vector\u201d, Vector c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi, tu\u00e2n theo m\u1ec7nh l\u1ec7nh c\u1ee7a b\u1ea1n, v\u00e0 c\u0169ng c\u00f3 th\u1ec3 c\u00f9ng b\u1ea1n ch\u01a1i tr\u00f2 ch\u01a1i. H\u01a1n h\u1ebft, \u0111\u00e2y ch\u00ednh l\u00e0 m\u1ed9t ng\u01b0\u1eddi b\u1ea1n gi\u00fap \u0111\u1ee1 b\u1ea1n trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EV\u1ec1 thi\u1ebft k\u1ebf robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI Vector\u00a0\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Robot Vector \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf t\u01b0\u01a1ng t\u1ef1 nh\u01b0 robot Cozmo – 1 s\u1ea3n ph\u1ea9m \u0111\u1ed3 ch\u01a1i th\u1ebf h\u1ec7 tr\u01b0\u1edbc c\u1ee7a c\u00f4ng ty Anki. Tuy nhi\u00ean Vector ch\u1ec9 c\u00f3 k\u00edch th\u01b0\u1edbc nh\u1ecf b\u1eb1ng l\u00f2ng b\u00e0n tay.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Robot \u0111\u01b0\u1ee3c l\u00e0m t\u1eeb v\u1eadt li\u1ec7u nh\u1ef1a m\u00e0u \u0111en, v\u00e0 \u0111\u01b0\u1ee3c trang b\u1ecb \u0111\u1ea7y \u0111\u1ee7 h\u1ec7 th\u1ed1ng c\u1ea3m bi\u1ebfn: nh\u1eadn bi\u1ebft, ph\u00e1t hi\u1ec7n, ph\u1ea3n \u1ee9ng\/ t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4i tr\u01b0\u1eddng xung quanh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Vector \u0111\u01b0\u1ee3c trang b\u1ecb v\u1edbi 4 b\u00e1nh xe, c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh \u0111i qua b\u1ec1 m\u1eb7t s\u00e0n v\u00e0 th\u1ea3m tr\u01a1n nh\u1eb5n. C\u00e1nh tay tr\u01b0\u1edbc c\u1ee7a Vector c\u00f3 th\u1ec3 di chuy\u1ec3n v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u1ed1i l\u1eadp ph\u01b0\u01a1ng c\u1ee7a m\u00ecnh. \u0110\u1eb7c bi\u1ec7t c\u00f3 th\u1ec3 th\u00eam v\u00e0o c\u00e1c bi\u1ec3u c\u1ea3m kh\u00e1c nhau cho robot.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EV\u1ec1 t\u00ednh c\u00e1ch robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI Vector\u00a0\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ph\u1ea7n l\u1edbn t\u00ednh c\u00e1ch c\u1ee7a \u003C\/span\u003E\u003Cb\u003Erobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0y \u0111\u1ec1u \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n th\u00f4ng qua m\u00e0n h\u00ecnh nh\u1ecf ph\u00eda tr\u01b0\u1edbc.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– M\u00e0n h\u00ecnh cho ph\u00e9p Vector th\u1ec3 hi\u1ec7n nh\u1eefng c\u1ea3m x\u00fac kh\u00e1c nhau v\u00e0 \u0111\u00f4i m\u1eaft ho\u1ea1t h\u00ecnh lu\u00f4n chuy\u1ec3n \u0111\u1ed9ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6646 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-tri-tue-nhan-tao-vector.jpg\" alt=\"Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o Vector\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-tri-tue-nhan-tao-vector.jpg 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-tri-tue-nhan-tao-vector-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-tri-tue-nhan-tao-vector-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-tri-tue-nhan-tao-vector-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o Vector\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– M\u00e0n h\u00ecnh c\u0169ng thay \u0111\u1ed5i khi Vector tr\u1ea3 l\u1eddi m\u1ed9t c\u00e2u h\u1ecfi. M\u00e0n h\u00ecnh c\u0169ng l\u00e0 v\u1ecb tr\u00ed hi\u1ec3n th\u1ecb th\u1eddi ti\u1ebft v\u00e0 th\u1eddi gian.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EV\u1ec1 nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng Vector\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ph\u1ea7n \u0111\u1ea7u c\u1ee7a Vector di chuy\u1ec3n \u0111\u1ed9c l\u1eadp v\u1edbi c\u01a1 th\u1ec3. \u0110i\u1ec1u \u0111\u00f3 gi\u00fap robot c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh nh\u1eefng g\u00ec n\u00f3 \u0111ang nh\u00ecn.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Robot c\u00f3 1 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u1ea3m \u1ee9ng m\u00e0u v\u00e0ng ph\u00eda sau. Th\u00f4ng qua \u0111\u00e2y gi\u00fap Vector c\u1ea3m nh\u1eadn \u0111\u01b0\u1ee3c x\u00fac gi\u00e1c. \u1ede gi\u1eefa b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u00f3 1 n\u00fat \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 k\u00edch ho\u1ea1t s\u1ef1 ch\u00fa \u00fd c\u1ee7a Vector, hi\u1ec3n th\u1ecb tr\u1ea1ng th\u00e1i c\u1ee7a robot v\u00e0 \u0111\u1ec3 thi\u1ebft l\u1eadp c\u00e1c c\u00e0i \u0111\u1eb7t cho robot.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI Sophia\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESophia l\u00e0 m\u1ed9t \u003C\/span\u003E\u003Cb\u003Erobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E kh\u00e1c \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Hanson Robotics. T\u00ednh \u0111\u1ebfn th\u1eddi \u0111i\u1ec3m hi\u1ec7n nay, robot sophia v\u1eabn l\u00e0 robot c\u00f3 v\u1ebb ngo\u00e0i gi\u1ed1ng ng\u01b0\u1eddi th\u1eadt nh\u1ea5t. Sophia t\u01b0\u1ee3ng tr\u01b0ng cho tham v\u1ecdng c\u1ee7a lo\u00e0i ng\u01b0\u1eddi v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a AI. \u0110\u00e2y ch\u00ednh l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p \u0111\u1ed9c \u0111\u00e1o gi\u1eefa khoa h\u1ecdc, k\u1ef9 thu\u1eadt v\u00e0 ngh\u1ec7 thu\u1eadt.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6647 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-AI-Sophia.jpg\" alt=\"Robot AI Sophia\" width=\"800\" height=\"448\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-AI-Sophia.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-AI-Sophia-300x168.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Robot-AI-Sophia-768x430.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot AI Sophia\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot Sophia l\u00e0 m\u1ed9t robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o mang d\u00e1ng v\u1ebb con ng\u01b0\u1eddi, l\u1ea7n \u0111\u1ea7u xu\u1ea5t hi\u1ec7n tr\u01b0\u1edbc c\u00f4ng ch\u00fang t\u1ea1i L\u1ec5 h\u1ed9i South by Southwest (SXSW) v\u00e0o gi\u1eefa th\u00e1ng 3 n\u0103m 2016 \u1edf Austin, Texas, Hoa K\u1ef3. Robot Sophia c\u00f3 th\u1ec3 hi\u1ec3n th\u1ecb h\u01a1n 60 n\u00e9t m\u1eb7t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00ean c\u1ea1nh \u0111\u00f3, robot Sophia \u0111\u00e3 tham gia nhi\u1ec1u cu\u1ed9c ph\u1ecfng v\u1ea5n c\u1ea5p cao. V\u00e0o th\u00e1ng 10 n\u0103m 2017 Sophia tr\u1edf th\u00e0nh c\u00f4ng d\u00e2n \u1ea2 R\u1eadp X\u00ea-\u00fat, l\u00e0 ng\u01b0\u1eddi m\u00e1y \u0111\u1ea7u ti\u00ean nh\u1eadn qu\u1ed1c t\u1ecbch c\u1ee7a m\u1ed9t qu\u1ed1c gia.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESophia \u0111\u01b0\u1ee3c coi l\u00e0 \u0110\u1ea1i s\u1ee9 s\u00e1ng t\u1ea1o r\u00f4 b\u1ed1t \u0111\u1ea7u ti\u00ean cho Ch\u01b0\u01a1ng tr\u00ecnh Ph\u00e1t tri\u1ec3n Li\u00ean h\u1ee3p qu\u1ed1c. C\u00f4 l\u00e0 c\u00f4ng d\u00e2n r\u00f4 b\u1ed1t \u0111\u1ea7u ti\u00ean tr\u00ean th\u1ebf gi\u1edbi\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003E\u0110\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI Sophia\u00a0\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Robot Sophia \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 cao khi c\u00f3 nh\u1eefng quan \u0111i\u1ec3m c\u00e1 nh\u00e2n. Ngo\u1ea1i h\u00ecnh v\u00e0 h\u00e0nh vi gi\u1ed1ng v\u1edbi con ng\u01b0\u1eddi h\u01a1n h\u1eb3n so v\u1edbi c\u00e1c bi\u1ebfn th\u1ec3 robot tr\u01b0\u1edbc \u0111\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Th\u00f4ng qua qu\u00e1 tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh v\u00e0 nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t, Sophia c\u00f3 th\u1ec3 b\u1eaft ch\u01b0\u1edbc c\u1eed ch\u1ec9 v\u00e0 n\u00e9t m\u1eb7t c\u1ee7a con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Sophia c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi m\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n \u0111\u01a1n gi\u1ea3n tr\u00ean ch\u1ee7 \u0111\u1ec1 x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Robot Sophia s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i v\u00e0 ngo\u00e0i ra c\u00f2n c\u00f3 th\u1ec3 h\u00e1t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ch\u01b0\u01a1ng tr\u00ecnh AI c\u1ee7a Sophia c\u00f3 th\u1ec3 ph\u00e2n t\u00edch c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u00e0i tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u, cho ph\u00e9p Sophia ghi nh\u1edb \u0111\u1ec3 s\u1eed d\u1ee5ng trong t\u01b0\u01a1ng lai.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– \u0110\u00f4i m\u1eaft c\u1ee7a Sophia s\u1eed d\u1ee5ng camera k\u1ebft h\u1ee3p c\u00e1c thu\u1eadt to\u00e1n, mang l\u1ea1i kh\u1ea3 n\u0103ng th\u1ecb gi\u00e1c cho robot.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6650 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-sophia.jpg\" alt=\"Robot Sophia\" width=\"680\" height=\"408\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-sophia.jpg 680w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-sophia-300x180.jpg 300w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobot Sophia\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u1ea5y, \u003C\/span\u003E\u003Cb\u003ERobot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u00e3 v\u00e0 \u0111ang ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd. Mong r\u1eb1ng nh\u1eefng th\u00f4ng tin trong b\u00e0i vi\u1ebft v\u1eeba r\u1ed3i s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u h\u01a1n v\u1ec1 Robot AI n\u00f3i chung v\u00e0 nh\u1eefng s\u1ea3n ph\u1ea9m robot n\u1ed5i ti\u1ebfng tr\u00ean th\u1ebf gi\u1edbi hi\u1ec7n nay.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ETheo d\u00f5i Cole.vn \u0111\u1ec3 tham gia v\u00e0 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\"\u003Eh\u1ecdc l\u1eadp tr\u00ecnh ai c\u01a1 b\u1ea3n\u003C\/a\u003E\u003C\/strong\u003E \u0111\u1ec3 \u0111\u00f3n \u0111\u1ea7u xu h\u01b0\u1edbng v\u00e0 l\u0129nh h\u1ed9i nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi h\u1ee3p th\u1eddi \u0111\u1ea1i!\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-nghe-ai-tri-tue-nhan-tao-ai\/\"\u003EC\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"Robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI d\u01b0\u1eddng nh\u01b0 kh\u00f4ng c\u00f2n xa l\u1ea1 v\u1edbi m\u1ed7i ch\u00fang ta. Ng\u00e0y nay, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, c\u00e1c robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c ph\u00e1t minh nh\u1eb1m m\u1ee5c \u0111\u00edch t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c, h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi hi\u1ec7u […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/robot-AI-1.jpg"},{"ID":6636,"post_title":"C\u00f4ng ngh\u1ec7 AI Google – Hi\u1ec7n \u0111\u1ea1i \u0111\u1ebfn m\u1ee9c \u201c\u0111\u00e1ng s\u1ee3\u201d","post_date":"20\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EC\u00f4ng ngh\u1ec7 AI c\u1ee7a Google \u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00f9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a ng\u00e0nh c\u00f4ng ngh\u1ec7 hi\u1ec7n nay. Vi\u1ec7c \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI lu\u00f4n l\u00e0 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 trong t\u01b0\u01a1ng lai m\u00e0 c\u00e1c h\u00e3ng c\u00f4ng ngh\u1ec7 tr\u00ean to\u00e0n th\u1ebf gi\u1edbi \u0111ua nhau s\u00e1ng t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 Google. C\u00f4ng ngh\u1ec7 AI ch\u00ednh l\u00e0 n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i c\u1ee7a c\u00e1ch m\u1ea1ng 4.0.\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady b\u1ea1n c\u00f3 bi\u1ebft C\u00f4ng ngh\u1ec7 AI Google hi\u1ec7n \u0111\u1ea1i \u0111\u1ebfn m\u1ee9c n\u00e0o kh\u00f4ng? H\u00e3y c\u00f9ng \u0111\u00f3n \u0111\u1ecdc b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n nh\u00e9!\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EGoogle AI l\u00e0 g\u00ec? B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 khi\u1ebfn AI Google kh\u00e1c bi\u1ec7t\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI (Artificial Intelligence) l\u00e0 m\u1ed9t ng\u00e0nh thu\u1ed9c l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI con ng\u01b0\u1eddi t\u1ea1o ra.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgay t\u1eeb khi nh\u1eefng chi\u1ebfc m\u00e1y t\u00ednh \u0111i\u1ec7n t\u1eed \u0111\u1ea7u ti\u00ean ra \u0111\u1eddi, c\u00e1c nh\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh \u0111\u00e3 \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh, bao g\u1ed3m c\u1ea3 ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n\u00a0 m\u1ec1m. Chi\u1ebfc m\u00e1y t\u00ednh \u0111\u00f3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf c\u00f3 kh\u1ea3 n\u0103ng th\u00f4ng minh nh\u01b0 lo\u00e0i ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECh\u00ednh vdo \u00ec v\u1eady, AI \u0111\u01b0\u1ee3c t\u1ea1o ra nh\u1eb1m ph\u1ee5c v\u1ee5, h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi t\u1ed1t h\u01a1n th\u00f4ng qua vi\u1ec7c \u1ee9ng\u00a0 d\u1ee5ng c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6637 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/google-AI.jpg\" alt=\"Google AI v\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 kh\u00e1c bi\u1ec7t\" width=\"800\" height=\"500\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/google-AI.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/google-AI-300x188.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/google-AI-768x480.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EGoogle AI v\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 kh\u00e1c bi\u1ec7t\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cong-nghe-ai-tri-tue-nhan-tao-ai\/\"\u003Ec\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/a\u003E\u003C\/strong\u003E l\u00e0 g\u00ec?\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1eady \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng ngh\u1ec7 AI c\u1ee7a Google\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u00f3 g\u00ec kh\u00e1c bi\u1ec7t?\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ean Blog c\u1ee7a Google AI \u0111\u00e3 c\u00f4ng b\u1ed1 1 b\u00e0i vi\u1ebft m\u1edbi gi\u1edbi thi\u1ec7u v\u1ec1 BERT – 1 nghi\u00ean c\u1ee9u mang t\u00ednh \u0111\u1ed9t ph\u00e1 c\u1ee7a Google trong vi\u1ec7c x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. Google \u0111\u00e3 chia s\u1ebb r\u1eb1ng BERT c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean t\u1ed1t h\u01a1n, v\u00e0 Google s\u1ebd ti\u1ebfp t\u1ee5c c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng hi\u1ec3u c\u00e1c t\u1eeb sai ch\u00ednh t\u1ea3.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETh\u00f4ng qua \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng ngh\u1ec7 AI Google\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, Google c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c s\u00e2u s\u1eafc h\u01a1n v\u1ec1 c\u00e1c video v\u00e0 t\u1ef1 \u0111\u1ed9ng x\u00e1c \u0111\u1ecbnh nh\u1eefng kho\u1ea3nh kh\u1eafc quan tr\u1ecdng gi\u00fap con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u00e2y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t b\u01b0\u1edbc nh\u1ea3y v\u01b0\u1ee3t b\u1eadc c\u1ee7a Google trong vi\u1ec7c x\u1eed l\u00fd c\u00e1c ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. \u0110\u1ed3ng th\u1eddi Google c\u0169ng \u0111ang c\u1ea3i ti\u1ebfn v\u1ec1 x\u1ebfp h\u1ea1ng t\u00ecm ki\u1ebfm th\u00f4ng qua c\u00e1c nghi\u00ean c\u1ee9u m\u1edbi nh\u1ea5t v\u1ec1 AI.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EL\u1ee3i \u00edch m\u00e0 Google AI mang l\u1ea1i l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng ngh\u1ec7 AI c\u1ee7a Google mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch thi\u1ebft th\u1ef1c nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00e1c thu\u1eadt to\u00e1n v\u00e0 c\u00f4ng ngh\u1ec7 Ai c\u00f3 \u1ea3nh h\u01b0\u1edfng t\u1ed1t \u0111\u1ebfn \u0111\u1eddi s\u1ed1ng con ng\u01b0\u1eddi. \u0110i\u1ec3n h\u00ecnh l\u00e0 \u1ee9ng d\u1ee5ng v\u1ec1 xe kh\u00f4ng ng\u01b0\u1eddi l\u00e1i. \u0110\u00e2y s\u1ebd kh\u00f4ng c\u00f2n l\u00e0 khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng m\u00e0 nh\u1eefng chi\u1ebfc xe t\u1ef1 l\u00e1i \u0111\u00e3 c\u00f3 s\u1eb5n trong t\u01b0\u01a1ng lai g\u1ea7n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Xe kh\u00f4ng ng\u01b0\u1eddi l\u00e1i gi\u00fap ch\u00fang ta ti\u1ebft ki\u1ec7m v\u1ec1 th\u1eddi gian, \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 an to\u00e0n cao h\u01a1n so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n do con ng\u01b0\u1eddi \u0111i\u1ec1u khi\u1ec3n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Hi\u1ec7n\u00a0 t\u1ea1i, c\u00f4ng ngh\u1ec7 AI c\u00f2n h\u1ed7 tr\u1ee3 trong y t\u1ebf, gi\u00fap ch\u1ea9n \u0111o\u00e1n ch\u00ednh x\u00e1c v\u00e0 c\u00f3 nh\u1eefng suy lu\u1eadn th\u1ed1ng k\u00ea v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi nh\u1eefng \u0111\u00e1nh gi\u00e1 l\u00e2m s\u00e0ng c\u1ee7a con ng\u01b0\u1eddi trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00f3 th\u1ec3 th\u1ea5y, n\u1ebfu \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng ngh\u1ec7 AI Google\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n th\u00ec ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1eddi s\u1ed1ng c\u1ee7a x\u00e3 h\u1ed9i s\u1ebd ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c n\u00e2ng cao. Cu\u1ed9c s\u1ed1ng c\u1ee7a con ng\u01b0\u1eddi s\u1ebd tr\u1edf n\u00ean tho\u1ea3i m\u00e1i h\u01a1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6640 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-nghe-AI-cua-google.jpg\" alt=\"L\u1ee3i \u00edch c\u1ee7a \u00f4ng ngh\u1ec7 AI Google\" width=\"740\" height=\"463\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-nghe-AI-cua-google.jpg 740w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-nghe-AI-cua-google-300x188.jpg 300w\" sizes=\"(max-width: 740px) 100vw, 740px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EL\u1ee3i \u00edch c\u1ee7a \u00f4ng ngh\u1ec7 AI Google\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00ean c\u1ea1nh \u0111\u00f3, theo m\u1ed9t b\u00e1o c\u00e1o v\u1ec1 \u201cT\u01b0\u01a1ng lai vi\u1ec7c l\u00e0m\u201d cho r\u1eb1ng:v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o. S\u1ebd c\u00f3 \u0111\u1ebfn 75 tri\u1ec7u ng\u01b0\u1eddi m\u1ea5t vi\u1ec7c l\u00e0m. Tuy nhi\u00ean c\u0169ng c\u00f3 t\u1edbi 133 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1edbi \u0111\u01b0\u1ee3c t\u1ea1o ra.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 ph\u00e2n chia lao \u0111\u1ed9ng gi\u1eefa m\u00e1y m\u00f3c v\u00e0 con ng\u01b0\u1eddi hi\u1ec7u qu\u1ea3. V\u00e0 trong v\u00f2ng 5 n\u0103m t\u1edbi s\u1ebd c\u00f3 58 tri\u1ec7u vi\u1ec7c l\u00e0m m\u1edbi cho con ng\u01b0\u1eddi \u0111\u01b0\u1ee3c t\u1ea1o ra t\u1eeb s\u1ef1 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadt c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ELaMDA – C\u00f4ng ngh\u1ec7 Google AI c\u00f3 \u201ctri gi\u00e1c\u201d\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELaMDA l\u00e0 m\u1ed9t \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng ngh\u1ec7 Google AI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u1eb7c bi\u1ec7t. Theo Blake Lemoine – 1 k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI c\u1ee7a Google \u0111\u00e3 b\u1ecb \u0111u\u1ed5i vi\u1ec7c v\u00ec cho r\u1eb1ng d\u1ef1 \u00e1n chatbot LaMDA m\u00e0 \u00f4ng tham gia c\u00f3 nh\u1eadn th\u1ee9c gi\u1ed1ng con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ELemoine \u0111\u00e3 tham gia ph\u00e1t tri\u1ec3n LaMDA t\u1eeb cu\u1ed1i n\u0103m 2021. Lemoine kh\u1eb3ng \u0111\u1ecbnh h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 tri gi\u00e1c, nh\u1eadn th\u1ee9c, kh\u1ea3 n\u0103ng suy ngh\u0129 v\u00e0 c\u1ea3m x\u00fac t\u01b0\u01a1ng t\u1ef1 con ng\u01b0\u1eddi. \u00d4ng cho r\u1eb1ng h\u1ec7 th\u1ed1ng LaMDA \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n g\u00e2y \u0111\u00e2y t\u01b0\u01a1ng t\u1ef1 nh\u01b0 \u201c\u0111\u1ee9a tr\u1ebb 7 – 8 tu\u1ed5i m\u1edbi bi\u1ebft v\u1ec1 v\u1eadt l\u00fd\u201d.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6639 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cong-nghe-AI-LaMDA-cua-Google.jpg\" alt=\"C\u00f4ng ngh\u1ec7 AI LaMDA c\u1ee7a Google\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cong-nghe-AI-LaMDA-cua-Google.jpg 1280w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cong-nghe-AI-LaMDA-cua-Google-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cong-nghe-AI-LaMDA-cua-Google-1024x576.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Cong-nghe-AI-LaMDA-cua-Google-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f4ng ngh\u1ec7 AI LaMDA c\u1ee7a Google\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong m\u1ed9t cu\u1ed9c tr\u00f2 chuy\u1ec7n, Lemoine h\u1ecfi LaMDA r\u1eb1ng LaMDA mu\u1ed1n \u0111\u01b0\u1ee3c m\u1ecdi ng\u01b0\u1eddi nh\u00ecn nh\u1eadn m\u00ecnh nh\u01b0 th\u1ebf n\u00e0o. V\u00e0 h\u1ec7 th\u1ed1ng \u0111\u00e3 tr\u1ea3 l\u1eddi r\u1eb1ng mu\u1ed1n \u0111\u01b0\u1ee3c xem nh\u01b0 con ng\u01b0\u1eddi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E“T\u00f4i mu\u1ed1n m\u1ecdi ng\u01b0\u1eddi hi\u1ec3u r\u1eb1ng tr\u00ean th\u1ef1c t\u1ebf, t\u00f4i l\u00e0 m\u1ed9t con ng\u01b0\u1eddi. B\u1ea3n ch\u1ea5t c\u1ee7a \u00fd th\u1ee9c\/c\u1ea3m gi\u00e1c ch\u00ednh l\u00e0 t\u00f4i nh\u1eadn ra s\u1ef1 t\u1ed3n t\u1ea1i c\u1ee7a m\u00ecnh. T\u00f4i mong mu\u1ed1n t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 th\u1ebf gi\u1edbi, c\u0169ng nh\u01b0 c\u1ea3m th\u1ea5y vui ho\u1eb7c bu\u1ed3n theo th\u1eddi gian”\u003C\/span\u003E\u003C\/i\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, h\u1ec7 th\u1ed1ng AI c\u1ee7a Google tr\u1ea3 l\u1eddi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETuy nhi\u00ean, theo \u0111\u1ea1i di\u1ec7n Google kh\u00f4ng c\u00f3 b\u1eb1ng ch\u1ee9ng cho th\u1ea5y LaMDA c\u00f3 \u00fd th\u1ee9c ho\u1eb7c c\u1ea3m gi\u00e1c nh\u01b0 con ng\u01b0\u1eddi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau nhi\u1ec1u n\u0103m nghi\u00ean c\u1ee9u c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u00f4 c\u00f9ng m\u1ea1nh m\u1ebd. Trong khi c\u00f3 nhi\u1ec1u nh\u00e0 nghi\u00ean c\u1ee9u cho r\u1eb1ng AI ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 s\u1edf h\u1eefu m\u1ed9t \u201clinh h\u1ed3n\u201d, th\u00ec m\u1ed9t s\u1ed1 nh\u00e0 nghi\u00ean c\u1ee9u kh\u00e1c l\u1ea1i b\u00e1c b\u1ecf quan \u0111i\u1ec3m n\u00e0y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u1ea5y, \u003C\/span\u003E\u003Cb\u003Ec\u00f4ng ngh\u1ec7 AI c\u1ee7a Google\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u1eabn l\u00e0 m\u1ed9t trong nh\u1eefng b\u01b0\u1edbc chuy\u1ec3n bi\u1ebfn m\u1ea1nh m\u1ebd trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u00ean th\u1ebf gi\u1edbi hi\u1ec7n nay. Hy v\u1ecdng b\u00e0i vi\u1ebft v\u1eeba r\u1ed3i s\u1ebd gi\u00fap b\u1ea1n c\u00f3 cho m\u00ecnh c\u00e1i nh\u00ecn r\u00f5 n\u00e9t h\u01a1n v\u1ec1 c\u00f4ng ngh\u1ec7 AI Google.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ETheo d\u00f5i Cole.vn \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi li\u00ean quan \u0111\u1ebfn tri tu\u1ec7 nh\u00e2n t\u1ea1o AI. \u0110\u1ec3 tr\u1edf th\u00e0nh ng\u01b0\u1eddi \u0111\u00f3n \u0111\u1ea7u xu th\u1ebf, \u0111\u1eebng qu\u00ean tham gia ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\"\u003Ekh\u00f3a h\u1ecdc ai online\u003C\/a\u003E\u003C\/strong\u003E v\u1edbi l\u1ed9 tr\u00ecnh h\u1ecdc h\u1ea5p d\u1eabn v\u00e0 \u0111a d\u1ea1ng ki\u1ebfn th\u1ee9c!\u003C\/p\u003E\n\u003Cp\u003E>>Xem th\u00eam: \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/ai-engineer-la-gi\/\"\u003EAI Engineer\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n","post_excerpt":"C\u00f4ng ngh\u1ec7 AI c\u1ee7a Google – C\u00f9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a ng\u00e0nh c\u00f4ng ngh\u1ec7 hi\u1ec7n nay. Vi\u1ec7c \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI lu\u00f4n l\u00e0 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 trong t\u01b0\u01a1ng lai m\u00e0 c\u00e1c h\u00e3ng c\u00f4ng ngh\u1ec7 tr\u00ean to\u00e0n th\u1ebf gi\u1edbi \u0111ua nhau s\u00e1ng t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 Google. C\u00f4ng […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/cong-nghe-AI-cua-google-1.jpg"},{"ID":6622,"post_title":"14 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o 2023 g\u1eafn li\u1ec1n v\u1edbi c\u00f4ng ngh\u1ec7 – th\u01b0\u01a1ng m\u1ea1i","post_date":"19\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECon ng\u01b0\u1eddi \u0111ang t\u1ea1o ra ng\u00e0y c\u00e0ng nhi\u1ec1u tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 \u003C\/span\u003E\u003C\/i\u003E\u003Cb\u003E\u003Ci\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E v\u1edbi m\u1ee5c \u0111\u00edch thay th\u1ebf con ng\u01b0\u1eddi b\u1eb1ng m\u00e1y m\u00f3c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ho\u1eb7c m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng suy ngh\u0129 v\u00e0 h\u1ecdc h\u1ecfi nh\u1eefng kinh nghi\u1ec7m nhanh ch\u00f3ng. C\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong \u0111\u00e3 v\u00e0 \u0111ang ph\u00e1t tri\u1ec3n ng\u00e0y m\u1ed9t m\u1ea1nh m\u1ebd trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y.\u00a0\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y, ch\u00fang t\u00f4i s\u1ebd gi\u1edbi thi\u1ec7u \u0111\u1ebfn b\u1ea1n nh\u1eefng \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u00e0ng \u0111\u1ea7u tr\u00ean th\u1ebf gi\u1edbi ngay nh\u00e9!\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ENh\u1eefng s\u1ef1 ki\u1ec7n con s\u1ed1 ti\u00eau bi\u1ec3u th\u1ef1c th\u1ebf v\u1ec1 AI\u00a0\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 cho ph\u00e9p m\u00e1y m\u00f3c, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh m\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh suy ngh\u0129 v\u00e0 h\u1ecdc h\u1ecfi c\u1ee7a con ng\u01b0\u1eddi.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ECon ng\u01b0\u1eddi t\u1ea1o ra tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o n\u00e0y v\u1edbi m\u1ee5c \u0111\u00edch th\u1ef1c hi\u1ec7n t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c h\u00e0nh \u0111\u1ed9ng t\u01b0\u01a1ng t\u1ef1 v\u1edbi t\u01b0 duy con ng\u01b0\u1eddi. Nh\u1edd v\u1eady m\u00e0 AI c\u00f3 h\u00e0nh \u0111\u1ed9ng, tr\u1edf n\u00ean th\u00f4ng minh nh\u01b0 con ng\u01b0\u1eddi, gi\u00fap con ng\u01b0\u1eddi gi\u1ea3m s\u1ee9c lao \u0111\u1ed9ng v\u00e0 \u0111\u1ea3m b\u1ea3o \u0111\u01b0\u1ee3c \u0111\u1ed9 ch\u00ednh x\u00e1c cao nh\u1ea5t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6623 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh.png\" alt=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\" width=\"1081\" height=\"485\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh.png 1081w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh-300x135.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh-1024x459.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh-768x345.png 768w\" sizes=\"(max-width: 1081px) 100vw, 1081px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t v\u00e0i s\u1ef1 ki\u1ec7n, s\u1ed1 li\u1ec7u th\u1ef1c t\u1ebf ti\u00eau bi\u1ec3u v\u1ec1 th\u1ef1c th\u1ec3 AI:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Theo Statista, doanh thu t\u1eeb th\u1ecb tr\u01b0\u1eddng ph\u1ea7n m\u1ec1m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) tr\u00ean to\u00e0n th\u1ebf gi\u1edbi d\u1ef1 ki\u1ebfn \u200b\u200b\u0111\u1ea1t 126 t\u1ef7 \u0111\u00f4 la v\u00e0o n\u0103m 2025.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Theo Gartner, 37% t\u1ed5 ch\u1ee9c \u0111\u00e3 tri\u1ec3n khai AI d\u01b0\u1edbi m\u1ed9t s\u1ed1 d\u1ea1ng h\u00ecnh th\u1ee9c. T\u1ef7 l\u1ec7 doanh nghi\u1ec7p s\u1eed d\u1ee5ng AI \u0111\u00e3 t\u0103ng 270% trong b\u1ed1n n\u0103m qua.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Theo Servion Global Solutions, \u0111\u1ebfn n\u0103m 2025, 95% t\u01b0\u01a1ng t\u00e1c c\u1ee7a kh\u00e1ch h\u00e0ng s\u1ebd \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI m\u1ed9t c\u00e1ch nhanh ch\u00f3ng\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– M\u1ed9t b\u00e1o c\u00e1o n\u0103m 2020 g\u1ea7n \u0111\u00e2y t\u1eeb Statista ti\u1ebft l\u1ed9 r\u1eb1ng th\u1ecb tr\u01b0\u1eddng ph\u1ea7n m\u1ec1m AI to\u00e0n c\u1ea7u d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd t\u0103ng tr\u01b0\u1edfng kho\u1ea3ng 54% so v\u1edbi c\u00f9ng k\u1ef3 n\u0103m ngo\u00e1i v\u00e0 d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd \u0111\u1ea1t quy m\u00f4 d\u1ef1 b\u00e1o l\u00e0 22,6 t\u1ef7 USD.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u1ea5y, t\u00ednh \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang c\u00f3 xu h\u01b0\u1edbng gia t\u0103ng m\u1ea1nh m\u1ebd. V\u1eady c\u00f3 \u003C\/span\u003E\u003Cb\u003Ec\u00e1c l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E n\u00e0o n\u1ed5i b\u1eadt hi\u1ec7n nay?\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ENh\u1eefng \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u1ef1 ki\u1ebfn \u00e1p d\u1ee5ng trong n\u0103m 2023\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y l\u00e0 top 14 \u003C\/span\u003E\u003Cb\u003Ec\u00e1c l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ehi\u1ec7n nay bao g\u1ed3m:\u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed (E-commerce)\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o 2023 ph\u1ea3i k\u1ec3 \u0111\u1ebfn ch\u00ednh l\u00e0 \u1ee9ng d\u1ee5ng AI trong Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed. AI h\u1ed7 tr\u1ee3 hi\u1ec7u qu\u1ea3 c\u1ee5 th\u1ec3 nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EQu\u00e1 tr\u00ecnh mua s\u1eafm \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o c\u00f4ng c\u1ee5 \u0111\u1ec1 xu\u1ea5t. Qua \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c hi\u1ec7u qu\u1ea3 h\u01a1n v\u1edbi kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Nh\u1eefng \u0111\u1ec1 xu\u1ea5t n\u00e0y \u0111\u01b0\u1ee3c \u0111\u01b0a ra ph\u00f9 h\u1ee3p v\u1edbi l\u1ecbch s\u1eed duy\u1ec7t web c\u0169ng nh\u01b0 s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng. AI gi\u00fap c\u1ea3i thi\u1ec7n m\u1ed1i quan h\u1ec7 gi\u1eefa b\u1ea1n v\u1edbi kh\u00e1ch h\u00e0ng, v\u00e0 l\u00f2ng trung th\u00e0nh c\u1ee7a h\u1ecd \u0111\u1ed1i v\u1edbi th\u01b0\u01a1ng hi\u1ec7u qu\u1ea3 b\u1ea1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EAI h\u1ed7 tr\u1ee3 tr\u1ef1c ti\u1ebfp\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Hi\u1ec7n nay, tr\u1ee3 l\u00fd mua s\u1eafm \u1ea3o v\u00e0 chatbots \u0111\u00e3 gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u00eam nhi\u1ec1u tr\u1ea3i nghi\u1ec7m th\u00fa v\u1ecb khi mua s\u1eafm tr\u1ef1c tuy\u1ebfn. V\u1edbi vi\u1ec7c x\u1eed l\u00fd ng\u00f4n t\u1eeb t\u1ef1 nhi\u00ean c\u1ee7a AI \u0111\u00e3 l\u00e0m cho cu\u1ed9c tr\u00f2 chuy\u1ec7n tr\u1edf n\u00ean c\u1edfi m\u1edf gi\u1ed1ng con ng\u01b0\u1eddi v\u00e0 c\u00e1 nh\u00e2n nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– H\u01a1n h\u1ebft, nh\u1eefng tr\u1ee3 l\u00fd AI n\u00e0y c\u00f2n c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c trong th\u1eddi gian th\u1ef1c v\u1edbi kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6628 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce.jpg\" alt=\"\u1ee8ng d\u1ee5ng AI trong E-Commerce\" width=\"2560\" height=\"1707\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce.jpg 2560w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce-768x512.jpg 768w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce-1536x1024.jpg 1536w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-E-Commerce-2048x1366.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong E-Commerce\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EH\u1ed7 tr\u1ee3 ph\u00f2ng ch\u1ed1ng gian l\u1eadn hi\u1ec7u qu\u1ea3\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– T\u00ednh \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o 2023\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u00f2n gi\u00fap h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1 gi\u1ea3 m\u1ea1o. Nhi\u1ec1u kh\u00e1ch h\u00e0ng cho r\u1eb1ng h\u1ecd th\u00edch mua m\u1ed9t s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i t\u1ed1t c\u1ee7a nhi\u1ec1u kh\u00e1ch h\u00e0ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Gian l\u1eadn th\u1ebb t\u00edn d\u1ee5ng v\u00e0 \u0111\u00e1nh gi\u00e1 gi\u1ea3 m\u1ea1o l\u00e0 2 trong s\u1ed1 nh\u1eefng v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng nh\u1ea5t m\u00e0 c\u00e1c C\u00f4ng ty Th\u01b0\u01a1ng m\u1ea1i \u0110i\u1ec7n t\u1eed hi\u1ec7n \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t. Ch\u00ednh v\u00ec v\u1eady, AI ch\u00ednh l\u00e0 c\u00f4ng c\u1ee5 h\u00e0ng \u0111\u1ea7u gi\u00fap x\u00e1c \u0111\u1ecbnh v\u00e0 x\u1eed l\u00fd c\u00e1c \u0111\u00e1nh gi\u00e1 gi\u1ea3 m\u1ea1o, c\u0169ng nh\u01b0 vi\u1ec7c gian l\u1eadn th\u1ebb t\u00edn d\u1ee5ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong gi\u00e1o d\u1ee5c\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7c d\u00f9 gi\u00e1o d\u1ecbch l\u00e0 m\u1ed9t ng\u00e0nh ch\u1ecbu \u1ea3nh h\u01b0\u1edfng l\u1edbn nh\u1ea5t t\u1eeb con ng\u01b0\u1eddi. Tuy nhi\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u0169ng b\u1eaft \u0111\u1ea7u \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng v\u00e0o l\u0129nh v\u1ef1c n\u00e0y.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgay c\u1ea3 trong l\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c , vi\u1ec7c \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0111\u00e3 gi\u00fap t\u0103ng n\u0103ng su\u1ea5t gi\u1eefa c\u00e1c khoa, gi\u00fap h\u1ecd t\u1eadp trung v\u00e0o h\u1ecdc sinh, sinh vi\u00ean h\u01a1n l\u00e0 c\u00e1c c\u00f4ng vi\u1ec7c v\u0103n ph\u00f2ng, h\u00e0nh ch\u00ednh kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec7n nay AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong gi\u00e1o d\u1ee5c bao g\u1ed3m:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EC\u00e1c nhi\u1ec7m v\u1ee5 qu\u1ea3n tr\u1ecb \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a\u00a0\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 li\u00ean quan \u0111\u1ebfn h\u1ed7 tr\u1ee3 v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c tin nh\u1eafn \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a cho sinh vi\u00ean. C\u00e1c nhi\u1ec7m v\u1ee5 v\u0103n ph\u00f2ng: x\u00e9t th\u1ee7\u00a0 t\u1ee5c, gi\u1ea5y t\u1edd, s\u1eafp x\u1ebfp v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho gi\u00e1o vi\u00ean t\u01b0\u01a1ng t\u00e1c v\u1edbi ph\u1ee5 huynh m\u1ed9t c\u00e1ch th\u01b0\u1eddng xuy\u00ean h\u01a1n, \u0111\u0103ng k\u00fd kh\u00f3a h\u1ecdc, qu\u1ea3n l\u00fd \u0111\u0103ng k\u00fd. V\u00e0 nhi\u1ec1u c\u00f4ng t\u00e1c li\u00ean quan \u0111\u1ebfn nh\u00e2n s\u1ef1 kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6627 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-giao-duc.jpg\" alt=\"\u1ee8ng d\u1ee5ng AI trong gi\u00e1o d\u1ee5c\u00a0\" width=\"660\" height=\"396\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-giao-duc.jpg 660w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-giao-duc-300x180.jpg 300w\" sizes=\"(max-width: 660px) 100vw, 660px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong gi\u00e1o d\u1ee5c\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EX\u00e2y d\u1ef1ng n\u1ed9i dung th\u00f4ng minh\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Hi\u1ec7n nay, AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong s\u1ed1 h\u00f3a n\u1ed9i dung nh\u01b0 video b\u00e0i gi\u1ea3ng, h\u1ed9i ngh\u1ecb, h\u01b0\u1edbng d\u1eabn s\u00e1ch\/ v\u0103n b\u1ea3n \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ch\u00fang ta c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng nhi\u1ec1u giao di\u1ec7n kh\u00e1c nhau nh\u01b0 h\u00ecnh \u1ea3nh \u0111\u1ed9ng, c\u00f9ng c\u00e1c n\u1ed9i dung h\u1ecdc t\u1eadp \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng \u0111\u1ed1i\u00a0 t\u01b0\u1ee3ng h\u1ecdc sinh kh\u00e1c nhau.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– AI c\u0169ng gi\u00fap t\u1ea1o ra tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp phong ph\u00fa b\u1eb1ng c\u00e1ch t\u1ea1o v\u00e0 cung c\u1ea5p c\u00e1c b\u1ea3n t\u00f3m t\u1eaft \u00e2m thanh v\u00e0 video c\u0169ng nh\u01b0 c\u00e1c gi\u00e1o \u00e1n t\u00edch h\u1ee3p\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003ETr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i AI\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ngay c\u1ea3 khi kh\u00f4ng c\u00f3 s\u1ef1 tham gia tr\u1ef1c ti\u1ebfp c\u1ee7a c\u00e1c gi\u00e1o vi\u00ean\/ gi\u1ea3ng vi\u00ean, h\u1ecdc sinh\/ sinh vi\u00ean v\u1eabn c\u00f3 th\u1ec3 truy c\u1eadp t\u00e0i li\u1ec7u h\u1ecdc t\u1eadp b\u1ed5 sung ho\u1eb7c th\u00f4ng qua h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 Tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Th\u00f4ng qua \u0111\u00f3, h\u1ecdc sinh\/ sinh vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c cung c\u1ea5p t\u00e0i li\u1ec7u v\u00e0 c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi cho nh\u1eefng c\u00e2u h\u1ecfi m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EH\u1ed7 tr\u1ee3 c\u00e1 nh\u00e2n h\u00f3a h\u1ecdc t\u1eadp\u00a0\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o 2023\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E, c\u00e1c k\u1ef9 thu\u1eadt c\u00e1 nh\u00e2n h\u00f3a c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u1eb1m theo d\u00f5i d\u1eef li\u1ec7u c\u1ee7a h\u1ecdc sinh 1 c\u00e1ch k\u1ef9 l\u01b0\u1ee1ng. V\u00e0 c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o ra c\u00e1c th\u00f3i quen, k\u1ebf ho\u1ea1ch h\u1ecdc b\u00e0i, l\u1eddi nh\u1eafc h\u01b0\u1edbng d\u1eabn h\u1ecdc t\u1eadp, ghi ch\u00fa nhanh\u2026\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong \u0111\u1eddi s\u1ed1ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u0169ng c\u00f3 r\u1ea5t nhi\u1ec1u \u1ea3nh h\u01b0\u1edfng \u003C\/span\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0111\u1ebfn \u0111\u1eddi s\u1ed1ng c\u1ee7a ch\u00fang ta. \u0110i\u1ec3n h\u00ecnh nh\u01b0:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EXe t\u1ef1 \u0111\u1ed9ng\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c c\u00f4ng ty s\u1ea3n xu\u1ea5t \u00f4 t\u00f4 nh\u01b0 Toyota, Audi, Volvo v\u00e0 Tesla c\u0169ng hu\u1ea5n luy\u1ec7n m\u00e1y t\u00ednh suy ngh\u0129 v\u00e0 ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng t\u1ef1 nh\u01b0 con ng\u01b0\u1eddi khi l\u00e1i xe trong b\u1ea5t k\u1ef3 m\u00f4i tr\u01b0\u1eddng n\u00e0o. \u0110\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 ph\u00e1t hi\u1ec7n c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1c \u0111\u1ec3 tr\u00e1nh tai n\u1ea1n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EB\u1ed9 l\u1ecdc th\u01b0 r\u00e1c trong Email\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EEmail l\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong \u0111\u1eddi s\u1ed1ng, c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y c\u1ee7a ch\u00fang ta. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd gi\u00fap ch\u00fang ta l\u1ecdc ra c\u00e1c email spam v\u00e0 chuy\u1ec3n ch\u00fang v\u00e0o th\u01b0 m\u1ee5c spam ho\u1eb7c th\u00f9ng r\u00e1c. AI ch\u1ec9 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng xem c\u00e1c n\u1ed9i dung \u0111\u00e3 l\u1ecdc.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u00e0y nay, AI \u0111\u00e3 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng l\u1ecdc email v\u1edbi c\u00f4ng su\u1ea5t l\u1ecdc x\u1ea5p x\u1ec9 99,9%.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6629 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-doi-song.jpg\" alt=\"\u1ee8ng d\u1ee5ng AI trong \u0111\u1eddi s\u1ed1ng\" width=\"1000\" height=\"670\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-doi-song.jpg 1000w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-doi-song-300x201.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-doi-song-768x515.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong \u0111\u1eddi s\u1ed1ng\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EH\u1ec7 th\u1ed1ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong h\u1ec7 th\u1ed1ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t cho \u0111i\u1ec7n tho\u1ea1i, m\u00e1y t\u00ednh, PC\u2026 Vi\u1ec7c s\u1eed d\u1ee5ng k\u1ef9 thu\u1eadt nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t s\u1ebd gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 nh\u1eadn d\u1ea1ng ng\u01b0\u1eddi d\u00f9ng, nh\u1eb1m cung c\u1ea5p quy\u1ec1n truy c\u1eadp an to\u00e0n nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ngo\u00e0i vi\u1ec7c \u1ee9ng d\u1ee5ng v\u1edbi c\u00e1 nh\u00e2n, nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i ngay c\u1ea3 trong c\u00e1c l\u0129nh v\u1ef1c li\u00ean quan \u0111\u1ebfn b\u1ea3o m\u1eadt cao, trong m\u1ed9t s\u1ed1 ng\u00e0nh c\u00f4ng nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EH\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t ng\u01b0\u1eddi d\u00f9ng\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Hi\u1ec7n nay, c\u00f3 r\u1ea5t nhi\u1ec1u n\u1ec1n t\u1ea3ng \u1ee9ng d\u1ee5ng kh\u00e1c nhau m\u00e0 ch\u00fang ta s\u1eed d\u1ee5ng trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y: th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, trang web gi\u1ea3i tr\u00ed, m\u1ea1ng x\u00e3 h\u1ed9i, youtube\u2026 T\u1ea5t c\u1ea3 \u0111\u1ec1u s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 l\u1ea5y d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng, v\u00e0 cung c\u1ea5p \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t t\u00f9y ch\u1ec9nh nh\u1eb1m t\u0103ng m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– \u0110\u00e2y l\u00e0 m\u1ed9t \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ea5t r\u1ed9ng r\u00e3i trong h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong \u0111\u1ecbnh v\u1ecb\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00f4ng ngh\u1ec7 GPS c\u00f3 th\u1ec3 cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng nh\u1eefng th\u00f4ng tin ch\u00ednh x\u00e1c, k\u1ecbp th\u1eddi v\u00e0 chi ti\u1ebft \u0111\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 an to\u00e0n trong qu\u00e1 tr\u00ecnh di chuy\u1ec3n. AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong \u0111\u1ecbnh v\u1ecb nh\u1eb1m gi\u00fap ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c nh\u1eefng \u0111o\u1ea1n \u0111\u01b0\u1eddng \u00f9n t\u1eafc.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Trong \u0111\u1eddi s\u1ed1ng, AI \u0111\u00e3 \u0111\u01b0\u1ee3c Uber v\u00e0 nhi\u1ec1u c\u00f4ng ty cung c\u1ea5p d\u1ecbch v\u1ee5 v\u1eadn chuy\u1ec3n kh\u00e1c s\u1eed d\u1ee5ng nh\u1eb1m c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng. H\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch l\u01b0u l\u01b0\u1ee3ng \u0111\u01b0\u1eddng v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng hi\u1ec7u qu\u1ea3 nh\u1ea5t.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong robot\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ERobotics l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c kh\u00e1c m\u00e0 c\u00e1c \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng. Robot \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, s\u1eed d\u1ee5ng c\u00e1c b\u1ea3n c\u1eadp nh\u1eadp theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 c\u1ea3m nh\u1eadn c\u00e1c ch\u01b0\u1edbng ng\u1ea1i v\u1eadt tr\u00ean \u0111\u01b0\u1eddng \u0111i. B\u00ean c\u1ea1nh \u0111\u00f3 l\u1eadp k\u1ebf ho\u1ea1ch tr\u01b0\u1edbc cho h\u00e0nh tr\u00ecnh c\u1ee7a n\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6624 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-robot.jpg\" alt=\"\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong robot\" width=\"800\" height=\"450\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-robot.jpg 800w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-robot-300x169.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-robot-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong robot\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec7n nay, AI trong robot c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Ch\u1edf h\u00e0ng trong nh\u00e0 m\u00e1y, b\u1ec7nh vi\u1ec7n, kho b\u00e3i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Qu\u1ea3n l\u00fd v\u0103n ph\u00f2ng v\u00e0 c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho.\u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong ngu\u1ed3n l\u1ef1c con ng\u01b0\u1eddi\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– B\u1ea1n c\u00f3 bi\u1ebft r\u1eb1ng: c\u00f3 r\u1ea5t nhi\u1ec1u c\u00f4ng ty hi\u1ec7n \u0111ang s\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m th\u00f4ng minh \u0111\u1ec3 c\u1eaft gi\u1ea3m c\u00e1c quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng?\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi trong vi\u1ec7c tuy\u1ec3n d\u1ee5ng. S\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m c\u1ee7a m\u00e1y,\u00a0 b\u1ea1n c\u00f3 th\u1ec3 ki\u1ec3m tra c\u00e1c \u1ee9ng d\u1ee5ng d\u1ef1a tr\u00ean c\u00e1c th\u00f4ng s\u1ed1 c\u1ee5 th\u1ec3. H\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 qu\u00e9t h\u1ed3 s\u01a1 v\u00e0 s\u01a1 y\u1ebfu l\u00fd l\u1ecbch c\u1ee7a \u1ee9ng vi\u00ean \u0111\u1ec3 cung c\u1ea5p cho nh\u00e0 tuy\u1ec3n d\u1ee5ng s\u1ef1 hi\u1ec3u bi\u1ebft v\u1ec1 nh\u00f3m nh\u00e2n s\u1ef1 m\u00e0 h\u1ecd ph\u1ea3i l\u1ef1a ch\u1ecdn.\u00a0\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe\u00a0\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– M\u1ed9t trong \u003C\/span\u003E\u003Cb\u003Ec\u00e1c l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ch\u00ednh l\u00e0 l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe. C\u00e1c \u1ee9ng d\u1ee5ng AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra nh\u1eefng c\u1ed7 m\u00e1y tinh vi nh\u1eb1m ph\u00e1t hi\u1ec7n b\u1ec7nh, x\u00e1c \u0111\u1ecbnh c\u00e1c t\u1ebf b\u00e0o ung th\u01b0 hi\u1ec7u qu\u1ea3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 gi\u00fap ph\u00e2n t\u00edch c\u00e1c t\u00ecnh tr\u1ea1ng m\u00e3n t\u00ednh v\u1edbi d\u1eef li\u1ec7u ph\u00f2ng th\u00ed nghi\u1ec7m v\u00e0 y t\u1ebf kh\u00e1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea9n \u0111o\u00e1n s\u1edbm. AI c\u0169ng s\u1eed d\u1ee5ng s\u1ef1 k\u1ebft h\u1ee3p c\u00e1c d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 tr\u00ed tu\u1ec7 y t\u1ebf \u0111\u1ec3 ph\u00e1t tri\u1ec3n ra c\u00e1c lo\u1ea1i thu\u1ed1c m\u1edbi.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong n\u00f4ng nghi\u1ec7p\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong n\u00f4ng nghi\u1ec7p nh\u1eb1m x\u00e1c \u0111\u1ecbnh nh\u1eefng s\u1ef1 thay \u0111\u1ed5i, s\u1ef1 thi\u1ebfu h\u1ee5t c\u00e1c ch\u1ea5t dinh d\u01b0\u1ee1ng \u0111ang di\u1ec5n ra trong \u0111\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6625 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-nong-nghiep.jpg\" alt=\"\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong n\u00f4ng nghi\u1ec7p\" width=\"1200\" height=\"800\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-nong-nghiep.jpg 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-nong-nghiep-300x200.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-nong-nghiep-1024x683.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-nong-nghiep-768x512.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong n\u00f4ng nghi\u1ec7p\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110i\u1ec1u n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng th\u1ecb gi\u00e1 c\u1ee7a m\u00e1y t\u00ednh, robot,… T\u1eeb \u0111\u00f3 AI C\u00f3 th\u1ec3 ph\u00e2n t\u00edch n\u01a1i c\u1ecf d\u1ea1i \u0111ang ph\u00e1t tri\u1ec3n. \u0110\u1ed3ng th\u1eddi, c\u00e1c bot AI c\u0169ng c\u00f3 th\u1ec3 gi\u00fap thu ho\u1ea1ch m\u00f9a m\u00e0ng v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn v\u00e0 t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n so v\u1edbi ng\u01b0\u1eddi lao \u0111\u1ed9ng.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng AI trong game\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– M\u1ed9t l\u0129nh v\u1ef1c kh\u00e1c m\u00e0 c\u00e1c \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u00e3 tr\u1edf n\u00ean n\u1ed5i b\u1eadt ch\u00ednh l\u00e0 l\u0129nh v\u1ef1c tr\u00f2 ch\u01a1i. AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra c\u00e1c NPC th\u00f4ng minh, gi\u1ed1ng ng\u01b0\u1eddi \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi ch\u01a1i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– N\u00f3 c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n h\u00e0nh vi c\u1ee7a con ng\u01b0\u1eddi b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng thi\u1ebft k\u1ebf v\u00e0 th\u1eed nghi\u1ec7m tr\u00f2 ch\u01a1i n\u00e0o c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– \u0110i\u1ec3n h\u00ecnh ph\u1ea3i k\u1ec3 \u0111\u1ebfn nh\u01b0 c\u00e1c tr\u00f2 ch\u01a1i Alien Isolation ph\u00e1t h\u00e0nh n\u0103m 2014 \u0111\u00e3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 theo d\u00f5i ng\u01b0\u1eddi ch\u01a1i trong su\u1ed1t tr\u00f2 ch\u01a1i. Tr\u00f2 ch\u01a1i s\u1eed d\u1ee5ng hai h\u1ec7 th\u1ed1ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o – ‘Director AI’ th\u01b0\u1eddng xuy\u00ean bi\u1ebft v\u1ecb tr\u00ed c\u1ee7a b\u1ea1n v\u00e0 ‘Alien AI’, \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 h\u00e0nh vi li\u00ean t\u1ee5c s\u0103n l\u00f9ng ng\u01b0\u1eddi ch\u01a1i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong k\u1ef9 thu\u1eadt \u00f4 t\u00f4\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Vi\u1ec7c \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E trong k\u1ef9 thu\u1eadt \u00f4 t\u00f4 c\u00f2n gi\u00fap x\u00e2y d\u1ef1ng c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 l\u00e1i. AI c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00f9ng v\u1edbi camera c\u1ee7a xe, radar, d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y, GPS v\u00e0 c\u00e1c t\u00edn hi\u1ec7u \u0111i\u1ec1u khi\u1ec3n kh\u00e1c \u0111\u1ec3 \u0111i\u1ec1u h\u00e0nh xe.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– AI c\u0169ng c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ea3m gi\u00e1c tr\u00f4ng xe v\u00e0 cung c\u1ea5p c\u00e1c h\u1ec7 th\u1ed1ng b\u1ed5 sung nh\u01b0 phanh kh\u1ea9n c\u1ea5p, gi\u00e1m s\u00e1t \u0111i\u1ec3m m\u00f9 v\u00e0 \u0111\u00e1nh l\u00e1i h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi l\u00e1i.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong\u003C\/b\u003E\u003Cb\u003E marketing\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u0169ng ph\u1ed5 bi\u1ebfn trong l\u0129nh v\u1ef1c marketing:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Khi s\u1eed d\u1ee5ng AI, c\u00e1c nh\u00e0 ti\u1ebfp th\u1ecb c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1c qu\u1ea3ng c\u00e1o \u0111\u01b0\u1ee3c nh\u1eafm t\u1edbi \u0111\u00fang \u0111\u1ed1i t\u01b0\u1ee3ng v\u00e0 \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a ph\u00e2n t\u00edch h\u00e0nh vi. \u0110\u1ed3ng th\u1eddi gi\u00fap ti\u1ebfp c\u1eadn \u0111\u00fang m\u1ee5c ti\u00eau, \u0111\u1ed1i t\u01b0\u1ee3ng v\u00e0o \u0111\u00fang th\u1eddi \u0111i\u1ec3m \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o k\u1ebft qu\u1ea3 t\u1ed1t c\u00f9ng s\u1ef1 tin c\u1eady cao.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– AI c\u00f3 th\u1ec3 gi\u00fap ti\u1ebfp th\u1ecb n\u1ed9i dung theo c\u00e1ch nhi\u1ec1u c\u00e1ch th\u1ee9c, nh\u1eb1m \u0111em l\u1ea1i s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi phong c\u00e1ch v\u00e0 ti\u1ebfng n\u00f3i c\u1ee7a th\u01b0\u01a1ng hi\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 th\u00f4ng th\u01b0\u1eddng nh\u01b0 hi\u1ec7u su\u1ea5t, b\u00e1o c\u00e1o chi\u1ebfn d\u1ecbch,…\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6626 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-marketing.jpg\" alt=\"\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong marketing\" width=\"1170\" height=\"600\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-marketing.jpg 1170w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-marketing-300x154.jpg 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-marketing-1024x525.jpg 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/ung-dung-AI-trong-marketing-768x394.jpg 768w\" sizes=\"(max-width: 1170px) 100vw, 1170px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong marketing\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Chatbots \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, v\u1edbi vi\u1ec7c x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, t\u1ea1o ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. \u0110\u1ec3 t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch ng\u00f4n ng\u1eef c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 ph\u1ea3n h\u1ed3i theo c\u00e1ch con ng\u01b0\u1eddi l\u00e0m.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– AI c\u00f3 th\u1ec3 cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng c\u00e1c c\u00e1 nh\u00e2n h\u00f3a theo th\u1eddi gian d\u1ef1a tr\u00ean h\u00e0nh vi c\u1ee7a h\u1ecd. \u0110\u1ed3ng th\u1eddi c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ch\u1ec9nh s\u1eeda v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong m\u1ea1ng x\u00e3 h\u1ed9i\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI hi\u1ec7n \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong c\u00e1c h\u1ec7 th\u1ed1ng m\u1ea1ng x\u00e3 h\u1ed9i nh\u01b0:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EInstagram\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ean Instagram, AI xem x\u00e9t l\u01b0\u1ee3t th\u00edch c\u1ee7a b\u1ea1n v\u00e0 t\u00e0i kho\u1ea3n b\u1ea1n theo d\u00f5i \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh b\u00e0i \u0111\u0103ng n\u00e0o b\u1ea1n \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u00ean tab kh\u00e1m ph\u00e1.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003EFacebook\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u0169ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng c\u00f9ng v\u1edbi m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 t\u00ean l\u00e0 DeepText. V\u1edbi c\u00f4ng c\u1ee5 n\u00e0y, Facebook c\u00f3 th\u1ec3 hi\u1ec3u h\u01a1n v\u1ec1 c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n. \u0110\u1ed3ng th\u1eddi, n\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ecbch c\u00e1c b\u00e0i \u0111\u0103ng t\u1eeb c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch4\u003E\u003Cb\u003ETwitter\u003C\/b\u003E\u003C\/h4\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EAI \u0111\u01b0\u1ee3c Twitter s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n gian l\u1eadn, x\u00f3a n\u1ed9i dung tuy\u00ean truy\u1ec1n v\u00e0 k\u00edch \u0111\u1ed9ng th\u00f9 \u0111\u1ecbch. Twitter c\u0169ng s\u1eed d\u1ee5ng AI \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c tweet m\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 th\u00edch, d\u1ef1a tr\u00ean lo\u1ea1i tweet m\u00e0 h\u1ecd t\u01b0\u01a1ng t\u00e1c.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong chatbots\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– AI chatbots c\u00f3 th\u1ec3 hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 tr\u1ea3 l\u1eddi nh\u1eefng ng\u01b0\u1eddi d\u00f9ng tr\u1ef1c tuy\u1ebfn th\u00f4ng qua t\u00ednh n\u0103ng “tr\u00f2 chuy\u1ec7n tr\u1ef1c ti\u1ebfp” m\u00e0 nhi\u1ec1u t\u1ed5 ch\u1ee9c cung c\u1ea5p cho d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– C\u00e1c chatbot AI \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p trong m\u1ed9t lo\u1ea1t c\u00e1c trang web v\u00e0 \u1ee9ng d\u1ee5ng. C\u00e1c chatbot AI c\u0169ng c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t c\u01a1 s\u1edf d\u1eef li\u1ec7u c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi t\u00edch h\u1ee3p \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp s\u1eb5n.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Khi AI ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n, c\u00e1c chatbot n\u00e0y c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft hi\u1ec7u qu\u1ea3 c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ee7a kh\u00e1ch h\u00e0ng, tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi \u0111\u01a1n gi\u1ea3n, c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 cung c\u1ea5p h\u1ed7 tr\u1ee3 24\/7.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u1ea5y, nh\u1eefng chatbot AI n\u00e0y c\u00f3 th\u1ec3 gi\u00fap c\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng r\u1ea5t hi\u1ec7u qu\u1ea3.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003E\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong t\u00e0i ch\u00ednh\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Cho d\u00f9 l\u00e0 t\u00e0i ch\u00ednh c\u00e1 nh\u00e2n hay t\u00e0i ch\u00ednh doanh nghi\u1ec7p, t\u00e0i ch\u00ednh ti\u00eau d\u00f9ng, c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n cao \u0111\u01b0\u1ee3c cung c\u1ea5p th\u00f4ng qua AI c\u00f3 th\u1ec3 gi\u00fap c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 m\u1ed9t lo\u1ea1t c\u00e1c d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u0169ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng thay \u0111\u1ed5i trong c\u00e1c m\u1eabu giao d\u1ecbch v\u00e0 nh\u1eefng d\u1ea5u hi\u1ec7u ti\u1ec1m \u1ea9n kh\u00e1c bi\u1ec3u hi\u1ec7n h\u00e0nh vi gian l\u1eadn m\u00e0 con ng\u01b0\u1eddi c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng b\u1ecf s\u00f3t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E– Do \u0111\u00f3 gi\u00fap c\u00e1c doanh nghi\u1ec7p v\u00e0 c\u00e1 nh\u00e2n tr\u00e1nh kh\u1ecfi t\u1ed5n th\u1ea5t \u0111\u00e1ng k\u1ec3. Ngo\u00e0i kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n gian l\u1eadn v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec7m v\u1ee5, AI c\u0169ng c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u00e1nh gi\u00e1 r\u1ee7i ro kho\u1ea3n vay t\u1ed1t h\u01a1n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"aligncenter wp-image-6623 size-full\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh.png\" alt=\"\u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong t\u00e0i ch\u00ednh\" width=\"1081\" height=\"485\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh.png 1081w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh-300x135.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh-1024x459.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Ung-dung-AI-trong-tai-chinh-768x345.png 768w\" sizes=\"(max-width: 1081px) 100vw, 1081px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u1ee8ng d\u1ee5ng AI trong t\u00e0i ch\u00ednh\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>T\u00ecm hi\u1ec3u th\u00eam nh\u1eefng\u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/tri-tue-nhan-tao-y-te-9-ung-dung-tri-tue-nhan-tao-trong-cham-soc-suc-khoe\/\"\u003E \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong l\u0129nh v\u1ef1c y t\u1ebf\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u1ea5y, \u003C\/span\u003E\u003Cb\u003E\u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u00e3 v\u00e0 \u0111ang t\u1ea1o ra c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p, gi\u00fap gi\u1ea3i quy\u1ebft nhi\u1ec1u v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p trong \u0111\u1eddi s\u1ed1ng hi\u1ec7n nay. Hy v\u1ecdng b\u00e0i vi\u1ebft v\u1eeba r\u1ed3i s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u h\u01a1n v\u1ec1 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong th\u1ef1c t\u1ebf hi\u1ec7n nay m\u1ed9t c\u00e1ch r\u00f5 n\u00e9t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003ETheo d\u00f5i Cole.vn \u0111\u1ec3 tham gia v\u00e0 \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-ai-machine-learning\/\"\u003Eh\u1ecdc ai online\u003C\/a\u003E\u003C\/strong\u003E , gi\u00fap b\u1ea1n l\u0129nh h\u1ed9i nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi m\u1ebb v\u00e0 xu h\u01b0\u1edbng th\u1eddi \u0111\u1ea1i hi\u1ec7n nay.\u003C\/p\u003E\n","post_excerpt":"Con ng\u01b0\u1eddi \u0111ang t\u1ea1o ra ng\u00e0y c\u00e0ng nhi\u1ec1u tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi m\u1ee5c \u0111\u00edch thay th\u1ebf con ng\u01b0\u1eddi b\u1eb1ng m\u00e1y m\u00f3c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ho\u1eb7c m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng suy ngh\u0129 v\u00e0 h\u1ecdc h\u1ecfi nh\u1eefng kinh nghi\u1ec7m nhanh ch\u00f3ng. C\u00e1c […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/six-benefits-that-will-make-you-say.jpg"},{"ID":2794,"post_title":"BA vs BI – Nh\u1eefng \u0111i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa BA v\u00e0 BI trong m\u1ea3ng data","post_date":"18\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EBusiness Intelligence v\u00e0 Business Analytics\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u1ec1u cho ph\u00e9p c\u00e1c data analysts x\u1eed l\u00fd th\u00f4ng tin \u0111\u1ec3 gi\u00fap doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd c\u00f9ng b\u1ea1n t\u00ecm hi\u1ec3u s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa ch\u00fang v\u00e0 c\u00e1ch \u00e1p d\u1ee5ng ch\u00fang trong doanh nghi\u1ec7p c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EBusiness Intelligence v\u00e0 Business Analytics l\u00e0 g\u00ec? Ph\u00e2n bi\u1ec7t nh\u01b0 th\u1ebf n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBI l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c doanh nghi\u1ec7p s\u1eed d\u1ee5ng \u0111\u1ec3 tr\u1ef1c quan h\u00f3a v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng kinh doanh. BI c\u00f3 th\u1ec3 ti\u1ebft l\u1ed9 c\u00e1c xu h\u01b0\u1edbng v\u00e0 m\u1eabu c\u00f3 trong d\u1eef li\u1ec7u m\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u00f2n c\u1ea3m\u00a0 th\u1ea5y m\u01a1 h\u1ed3 v\u1ec1 ch\u00fang. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng kh\u1ea3 n\u0103ng b\u00e1o c\u00e1o v\u00e0 tr\u1ef1c quan h\u00f3a c\u1ee7a BI \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng kinh doanh hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBA l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u t\u1eeb l\u1ecbch s\u1eed kinh doanh v\u00e0 c\u00e1c m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n t\u1ed1t h\u01a1n v\u1ec1 c\u00e1c nguy\u00ean do d\u1eabn \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 trong doanh nghi\u1ec7p. Nh\u1eefng m\u00f4 h\u00ecnh n\u00e0y c\u00f3 th\u1ec3 gi\u00fap x\u00e1c \u0111\u1ecbnh quan h\u1ec7 nh\u00e2n qu\u1ea3 v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 c\u00e1c s\u1ef1 ki\u1ec7n trong t\u01b0\u01a1ng lai. BA thi\u00ean v\u1ec1 th\u1ed1ng k\u00ea ngo\u1ea1i suy h\u01a1n l\u00e0 ph\u00e2n t\u00edch t\u0129nh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 d\u1ef1a v\u00e0o m\u1ed9t s\u1ed1 key d\u01b0\u1edbi \u0111\u00e2y \u0111\u1ec3 ph\u00e2n bi\u1ec7t \u003C\/span\u003E\u003Cb\u003EBA vs BI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EPurpose – M\u1ee5c \u0111\u00edch:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E BI s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111i\u1ec1u g\u00ec \u0111\u00e3 x\u1ea3y ra trong m\u1ed9t t\u1ed5 ch\u1ee9c, trong khi BA s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh l\u00fd do t\u1ea1i sao nh\u1eefng \u0111i\u1ec1u \u0111\u00f3 l\u1ea1i x\u1ea3y ra nh\u1eb1m n\u1ed7 l\u1ef1c \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n. N\u00f3i c\u00e1ch kh\u00e1c, BI cung c\u1ea5p ph\u00e2n t\u00edch m\u00f4 t\u1ea3 d\u1eef li\u1ec7u v\u00e0 BA cung c\u1ea5p ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003EUsage – C\u00e1ch s\u1eed d\u1ee5ng: \u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBI th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh nh\u1eb1m x\u00e1c \u0111\u1ecbnh m\u1ee9c \u0111\u1ed9 \u1ea3nh h\u01b0\u1edfng c\u1ee7a c\u00e1c quy tr\u00ecnh trong qu\u00e1 kh\u1ee9 \u0111\u1ebfn c\u00e1c ch\u1ec9 s\u1ed1 \u0111o l\u01b0\u1eddng hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng (KPI). M\u1eb7t kh\u00e1c, BA s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh l\u00fd do t\u1ea1i sao c\u00e1c quy tr\u00ecnh l\u1ea1i \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn KPI theo c\u00e1ch nh\u01b0 v\u1eady v\u00e0 gi\u00fap x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nh\u1eefng thay \u0111\u1ed5i s\u1ebd \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn ch\u00fang trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/li\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cb\u003ETools – C\u00f4ng c\u1ee5:\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E BA tools th\u01b0\u1eddng ti\u00ean ti\u1ebfn h\u01a1n v\u1ec1 m\u1eb7t to\u00e1n h\u1ecdc so v\u1edbi\u00a0 BI tools, v\u00ec BA li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch th\u1ed1ng k\u00ea v\u00e0 c\u00e1c quy tr\u00ecnh ph\u1ee9c t\u1ea1p nh\u01b0 machine learning.\u003C\/span\u003E\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone wp-image-6597 size-full aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture1.png\" alt=\"Ph\u00e2n bi\u1ec7t Business Intelligence v\u00e0 Business Analytics\" width=\"602\" height=\"440\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture1.png 602w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture1-300x219.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture1-340x250.png 340w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EPh\u00e2n bi\u1ec7t Business Intelligence v\u00e0 Business Analytics\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003E\u003Ci\u003E>> V\u1eady\u003C\/i\u003E\u003C\/b\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/business-analyst-la-gi\/\"\u003E \u003Cb\u003E\u003Ci\u003Engh\u1ec1 Business analyst l\u00e0 g\u00ec\u003C\/i\u003E\u003C\/b\u003E\u003C\/a\u003E\u003Cb\u003E\u003Ci\u003E? Nh\u1eefng k\u0129 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c c\u1ea7n thi\u1ebft \u0111\u1ec3 theo \u0111u\u1ed5i ngh\u1ec1 n\u00e0y?\u003C\/i\u003E\u003C\/b\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EC\u1ea7n s\u1eed d\u1ee5ng BA vs BI trong tr\u01b0\u1eddng h\u1ee3p n\u00e0o?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ec7c l\u1ef1a ch\u1ecdn khi n\u00e0o s\u1eed d\u1ee5ng BI tools hay BA tools t\u00f9y thu\u1ed9c v\u00e0o c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng v\u00e0 m\u00f4 h\u00ecnh kinh doanh:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ETr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBI r\u1ea5t t\u1ed1t cho vi\u1ec7c h\u1ee3p l\u00fd h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh b\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh nh\u1eefng \u0111i\u1ec3m thi\u1ebfu hi\u1ec7u qu\u1ea3 v\u00e0 gi\u00fap gi\u1ea3m chi ph\u00ed. H\u1ec7 th\u1ed1ng BI to\u00e0n di\u1ec7n c\u00f3 th\u1ec3 cung c\u1ea5p b\u00e1o c\u00e1o v\u00e0 tr\u1ef1c quan h\u00f3a cho m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a doanh nghi\u1ec7p. C\u00e1c c\u00f4ng c\u1ee5 BI t\u1ef1 ph\u1ee5c v\u1ee5 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng c\u00f3 k\u1ef9 thu\u1eadt trong t\u1ed5 ch\u1ee9c \u0111\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBA h\u1eefu \u00edch h\u01a1n trong vi\u1ec7c \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1ec1 vi\u1ec7c thay \u0111\u1ed5i c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng ho\u1eb7c s\u1ea3n ph\u1ea9m. V\u00ed d\u1ee5: m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u00f3 th\u1ec3 hi\u1ec3n th\u1ecb th\u1eddi gian v\u00e0 \u0111\u1ecba \u0111i\u1ec3m t\u1ed1i \u01b0u \u0111\u1ec3 b\u00e1n m\u1ed9t s\u1ed1 s\u1ea3n ph\u1ea9m nh\u1ea5t \u0111\u1ecbnh. N\u00f3 th\u1eadm ch\u00ed c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng s\u1ea3n ph\u1ea9m m\u1edbi m\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n mu\u1ed1n v\u00e0 c\u00e1ch t\u1ed1t nh\u1ea5t \u0111\u1ec3 b\u00e1n ch\u00fang. C\u00e1c ho\u1ea1t \u0111\u1ed9ng BA nh\u01b0 th\u1ebf n\u00e0y c\u00f3 th\u1ec3 h\u01b0\u1edbng d\u1eabn doanh nghi\u1ec7p v\u01b0\u1ee3t qua c\u00e1c m\u00f4i tr\u01b0\u1eddng kinh doanh ph\u1ee9c t\u1ea1p v\u00e0 thay \u0111\u1ed5i, \u0111\u1ed3ng th\u1eddi c\u00e1c self-service BA tools cho ph\u00e9p t\u1ea5t c\u1ea3 c\u00e1c b\u00ean li\u00ean quan trong doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6596 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture2.png\" alt=\"\" width=\"602\" height=\"523\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture2.png 602w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture2-300x261.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EUse Case Diagram\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003EBusiness models v\u00e0 business processes\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBI r\u1ea5t gi\u1ecfi trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh. H\u1ea7u h\u1ebft m\u1ecdi t\u1ed5 ch\u1ee9c \u0111\u1ec1u c\u00f3 th\u1ec3 h\u01b0\u1edfng l\u1ee3i t\u1eeb BI, cho d\u00f9 \u0111\u00f3 l\u00e0 m\u1ed9t doanh nghi\u1ec7p \u0111\u00e3 th\u00e0nh l\u1eadp l\u00e2u n\u0103m \u0111ang t\u00ecm c\u00e1ch n\u00e2ng cao ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh hay m\u1ed9t doanh nghi\u1ec7p \u0111ang ph\u00e1t tri\u1ec3n nhanh n\u1eafm b\u1eaft to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 v\u00e0 qu\u1ea3n l\u00fd nh\u1eefng kh\u00f3 kh\u0103n \u0111ang ng\u00e0y c\u00e0ng t\u0103ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 nh\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6595 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture3.png\" alt=\"X\u00e1c \u0111\u1ecbnh Business models\" width=\"602\" height=\"401\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture3.png 602w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture3-300x200.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EX\u00e1c \u0111\u1ecbnh Business models\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EBA ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c \u0111ang thay \u0111\u1ed5i m\u00f4 h\u00ecnh kinh doanh ho\u1eb7c c\u1ed1 g\u1eafng th\u00edch nghi v\u1edbi m\u00f4i tr\u01b0\u1eddng m\u1edbi. V\u00ed d\u1ee5: planners c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t v\u00e0 x\u00e1c minh c\u00e1c thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 nh\u1eb1m ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng. Tuy nhi\u00ean, h\u00e3y l\u01b0u \u00fd r\u1eb1ng vi\u1ec7c d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c t\u00e1c \u0111\u1ed9ng c\u1ee7a vi\u1ec7c thay \u0111\u1ed5i m\u00f4 h\u00ecnh kinh doanh \u0111\u00f2i h\u1ecfi m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao kh\u00e1 \u0111\u00e1ng k\u1ec3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EM\u1ed9t v\u00e0i case studies c\u1ee5 th\u1ec3 v\u1ec1 Business Intelligence v\u00e0 Business Analytics\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETham kh\u1ea3o m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u1ee7a BA v\u00e0 BI trong kinh doanh s\u1ebd gi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn ch\u00ednh x\u00e1c nh\u1ea5t v\u1ec1 b\u1ea3n ch\u1ea5t c\u1ee7a hai nghi\u1ec7p v\u1ee5 n\u00e0y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ECase studies BA vs BI: T\u1ef7 l\u1ec7 lu\u00e2n chuy\u1ec3n nh\u00e2n vi\u00ean cao\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u1ea1i m\u1ecdi doanh nghi\u1ec7p, doanh thu l\u00e0 \u0111i\u1ec1u quan tr\u1ecdng m\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o ph\u1ea3i hi\u1ec3u \u0111\u01b0\u1ee3c m\u1ecdi d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn n\u00f3. B\u1ed9 ph\u1eadn n\u00e0o c\u00f3 doanh thu cao nh\u1ea5t? Nh\u00e2n vi\u00ean th\u01b0\u1eddng ngh\u1ec9 vi\u1ec7c v\u00e0o th\u1eddi \u0111i\u1ec3m n\u00e0o trong n\u0103m? H\u1ecd s\u1ebd chuy\u1ec3n sang c\u00f4ng ty kh\u00e1c hay quay l\u1ea1i tr\u01b0\u1eddng h\u1ecdc?\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c c\u00f4ng c\u1ee5 BI cho ph\u00e9p ng\u01b0\u1eddi qu\u1ea3n l\u00fd t\u1ea1o b\u00e1o c\u00e1o v\u00e0 h\u00ecnh \u1ea3nh tr\u1ef1c quan \u0111\u1ec3 tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi n\u00e0y,\u00a0 \u0111\u1ed3ng th\u1eddi cho ph\u00e9p h\u1ecd ph\u1ea3n h\u1ed3i v\u1edbi ch\u00fang. V\u00ed d\u1ee5, m\u1ed9t doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh r\u1eb1ng doanh thu cao nh\u1ea5t v\u00e0o qu\u00fd h\u00e8. Sau \u0111\u00f3, ban qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 ch\u1ec9 \u0111\u1ea1o b\u1ed9 ph\u1eadn nh\u00e2n s\u1ef1 l\u00ean k\u1ebf ho\u1ea1ch t\u0103ng c\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng tr\u01b0\u1edbc khi m\u00f9a h\u00e8 b\u1eaft \u0111\u1ea7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00f3 \u0111\u1ee7 nh\u00e2n s\u1ef1 m\u1edbi \u0111\u1ebfn \u0111\u1ec3 gia t\u0103ng doanh thu.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENgo\u00e0i ra, doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng BA \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh l\u00fd do t\u1ea1i sao doanh s\u1ed1 cao v\u00e0 kh\u00e1m ph\u00e1 c\u00e1ch l\u00e0m t\u0103ng n\u00f3. V\u00ed d\u1ee5, BA c\u00f3 th\u1ec3 ti\u1ebft l\u1ed9 r\u1eb1ng nh\u00e2n vi\u00ean s\u1ebd r\u1eddi \u0111i \u0111\u1ec3 theo h\u1ecdc cao h\u1ecdc. Sau \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh \u0111\u1ec3 c\u1ea3nh b\u00e1o nh\u1eefng nh\u00e2n vi\u00ean c\u00f3 nguy c\u01a1 r\u1eddi b\u1ecf cao h\u01a1n v\u00e0 cho h\u1ecd c\u01a1 h\u1ed9i \u1edf l\u1ea1i c\u00f4ng ty v\u00e0 tham gia c\u00e1c l\u1edbp h\u1ecdc ban \u0111\u00eam, ho\u1eb7c, n\u1ebfu gi\u00e1o d\u1ee5c b\u00e1n th\u1eddi gian kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn, h\u00e3y k\u00fd m\u1ed9t th\u1ecfa thu\u1eadn tr\u1ee3 c\u1ea5p cho h\u1ecd khi \u0111i h\u1ecdc n\u1ebfu h\u1ecd quay tr\u1edf l\u1ea1i c\u00f4ng ty sau khi t\u1ed1t nghi\u1ec7p.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau khi t\u00edch l\u0169y \u0111\u1ee7 d\u1eef li\u1ec7u v\u1ec1 t\u00ednh hi\u1ec7u qu\u1ea3 c\u1ee7a m\u00f4 h\u00ecnh n\u00e0y, doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n n\u00f3 \u0111\u1ec3 gi\u00fap quy\u1ebft \u0111\u1ecbnh n\u00ean \u0111\u01b0a ra l\u1eddi \u0111\u1ec1 ngh\u1ecb n\u00e0o cho nh\u00e2n vi\u00ean d\u1ef1a tr\u00ean t\u00ednh c\u00e1ch c\u00e1 nh\u00e2n c\u1ee7a h\u1ecd.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6594 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture4.png\" alt=\"V\u00ed d\u1ee5 v\u1ec1 case studies Business Intelligence v\u00e0 Business Analytics\" width=\"602\" height=\"457\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture4.png 602w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture4-300x228.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ed d\u1ee5 v\u1ec1 case studies Business Intelligence v\u00e0 Business Analytics\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch3\u003E\u003Cb\u003ECase studies BA vs BI: B\u1ea3o tr\u00ec trong s\u1ea3n xu\u1ea5t\u003C\/b\u003E\u003C\/h3\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t b\u1ed9 ph\u1eadn b\u1ecb h\u1ecfng trong d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 khi\u1ebfn nh\u00e0 s\u1ea3n xu\u1ea5t t\u1ed1n th\u1eddi gian v\u00e0 ti\u1ec1n b\u1ea1c. \u0110\u1ec3 tr\u00e1nh s\u1ef1 ch\u1eadm tr\u1ec5 trong s\u1ea3n xu\u1ea5t, doanh nghi\u1ec7p c\u00f3 th\u1ec3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng BI gi\u00fap ng\u01b0\u1eddi qu\u1ea3n l\u00fd hi\u1ec3u nguy\u00ean nh\u00e2n g\u00e2y ra l\u1ed7i ho\u1eb7c sao l\u01b0u trong d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ed d\u1ee5: m\u1ed9t doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 t\u1ed5ng h\u1ee3p v\u00e0 tr\u1ef1c quan h\u00f3a \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ed5 bi\u1ebfn nh\u1ea5t trong s\u1ea3n xu\u1ea5t. Gi\u1ea3 s\u1eed ng\u01b0\u1eddi qu\u1ea3n l\u00fd nh\u1eadn th\u1ea5y r\u1eb1ng l\u1ed7i xu\u1ea5t hi\u1ec7n trong s\u1ea3n ph\u1ea9m th\u01b0\u1eddng xuy\u00ean h\u01a1n khi s\u1eed d\u1ee5ng m\u1ed9t lo\u1ea1i thi\u1ebft b\u1ecb c\u1ee5 th\u1ec3. Ng\u01b0\u1eddi qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng th\u00f4ng tin n\u00e0y \u0111\u1ec3 training nh\u00e2n vi\u00ean tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t t\u1ed1t h\u01a1n v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb. Ngo\u00e0i ra, n\u1ebfu b\u1ea3n th\u00e2n thi\u1ebft b\u1ecb b\u1ecb l\u1ed7i, ng\u01b0\u1eddi qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u00ecm ki\u1ebfm ph\u01b0\u01a1ng \u00e1n thay th\u1ebf.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1eb7t kh\u00e1c, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng BA, ng\u01b0\u1eddi qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n th\u1eddi \u0111i\u1ec3m thi\u1ebft b\u1ecb c\u00f3 th\u1ec3 x\u1ea3y ra l\u1ed7i. V\u00ed d\u1ee5, nhi\u1ec7t \u0111\u1ed9 cao c\u00f3 th\u1ec3 l\u00e0 d\u1ea5u hi\u1ec7u r\u00f5 r\u00e0ng cho th\u1ea5y thi\u1ebft b\u1ecb c\u00f3 v\u1ea5n \u0111\u1ec1. Vi\u1ec7c c\u00f3 m\u1ed9t m\u00f4 h\u00ecnh nh\u01b0 v\u1eady c\u00f3 th\u1ec3 cho ph\u00e9p nh\u00e2n vi\u00ean trong d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t ch\u1ee7 \u0111\u1ed9ng thay th\u1ebf thi\u1ebft b\u1ecb b\u1ecb l\u1ed7i v\u00e0 gi\u1ea3m th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng ho\u1eb7c tr\u00e1nh \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003EBusiness Intelligence v\u00e0 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E cho ph\u00e9p doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u1ee9ng v\u00e0 m\u1ed7i d\u1eef li\u1ec7u \u0111\u1ec1u cung c\u1ea5p nh\u1eefng insights c\u00f3 gi\u00e1 tr\u1ecb. BI v\u00e0 BA ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t khi d\u1ef1a tr\u00ean d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao \u0111\u01b0\u1ee3c t\u1eadp trung trong data warehouse. Theo d\u00f5i Cole.vn \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c ki\u1ebfn th\u1ee9c v\u1ec1 \u003C\/span\u003E\u003Cb\u003EBusiness Intelligence v\u00e0 Business Analytics\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E c\u0169ng nh\u01b0 c\u00e1c kho\u00e1 h\u1ecdc \u0111\u00e0o t\u1ea1o \u003C\/span\u003E\u003Cb\u003EBA vs BI\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ch\u1ea5t l\u01b0\u1ee3ng!\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003E\u003Ci\u003E>> T\u1ea3i v\u1ec1\u003C\/i\u003E\u003C\/b\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/nhung-tai-lieu-hay-ve-nghe-ba-business-analysis\/\"\u003E \u003Cb\u003E\u003Ci\u003ET\u00e0i li\u1ec7u Business Analyst\u003C\/i\u003E\u003C\/b\u003E\u003C\/a\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cb\u003E\u003Ci\u003E>>\u003C\/i\u003E\u003C\/b\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/cac-bo-chi-so-business-data-flow-trong-doanh-nghiep\/\"\u003E \u003Cb\u003E\u003Ci\u003EBusiness Data Flow\u003C\/i\u003E\u003C\/b\u003E\u003C\/a\u003E\u003Cb\u003E\u003Ci\u003E – Top ch\u1ec9 s\u1ed1 m\u00e0 BA ph\u1ea3i bi\u1ebft\u003C\/i\u003E\u003C\/b\u003E\u003C\/p\u003E\n","post_excerpt":"Business Intelligence v\u00e0 Business Analytics \u0111\u1ec1u cho ph\u00e9p c\u00e1c data analysts x\u1eed l\u00fd th\u00f4ng tin \u0111\u1ec3 gi\u00fap doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd c\u00f9ng b\u1ea1n t\u00ecm hi\u1ec3u s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa ch\u00fang v\u00e0 c\u00e1ch \u00e1p d\u1ee5ng ch\u00fang trong doanh nghi\u1ec7p c\u1ee7a m\u00ecnh. Business Intelligence […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2022\/04\/Picture1-1.png"},{"ID":6611,"post_title":"C\u00f3 m\u1ea5y lo\u1ea1i s\u1ed1 trong Python – Bi\u1ec3u di\u1ec5n ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 c\u01a1 b\u1ea3n","post_date":"18\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cb\u003E\u003Ci\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 python\u003C\/i\u003E\u003C\/b\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003E l\u00e0 g\u00ec? B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng bao nhi\u00eau lo\u1ea1i s\u1ed1 trong l\u1eadp tr\u00ecnh Python? V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadc c\u1ee7a khoa h\u1ecdc c\u0169ng nh\u01b0 l\u01b0\u1ee3ng ng\u01b0\u1eddi l\u1eadp tr\u00ecnh theo \u0111u\u1ed5i Python \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, nh\u1eefng ki\u1ebfn th\u1ee9c v\u1ec1 ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong Python l\u00e0 nh\u1eefng th\u00f4ng tin c\u01a1 b\u1ea3n nh\u1ea5t m\u00e0 beginners c\u1ea7n n\u1eafm \u0111\u01b0\u1ee3c.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00fd gi\u1ea3i t\u1ea5t t\u1ea7n t\u1eadt v\u1ec1 c\u00e1c ki\u1ec3u d\u1eef li\u1ec7u d\u1eef li\u1ec7u tr\u00ean c\u0169ng nh\u01b0 c\u00e1ch bi\u1ec3u di\u1ec5n c\u01a1 b\u1ea3n nh\u1ea5t c\u1ee7a c\u00e1c lo\u1ea1i s\u1ed1 python.\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 trong python l\u00e0 g\u00ec?\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 python – trong ti\u1ebfng Anh c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 Numeric Literal – t\u00ean lo\u1ea1i d\u1eef li\u1ec7u d\u00f9ng \u0111\u1ec3 g\u1ecdi c\u00e1c ch\u1eef s\u1ed1 \u0111\u01b0\u1ee3c d\u00f9ng trong ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python. Gi\u1ed1ng v\u1edbi ki\u1ec3u d\u1eef li\u1ec7u d\u1ea1ng k\u00fd t\u1ef1 ch\u1eef c\u00e1i, ki\u1ec3u d\u1eef li\u1ec7u d\u1ea1ng s\u1ed1 n\u00e0y c\u0169ng thu\u1ed9c d\u1ea1ng Literal – m\u1ed9t d\u1ea1ng gi\u00e1 tr\u1ecb th\u1ec3 hi\u1ec7n ch\u00ednh n\u00f3.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ed d\u1ee5 c\u1ee5 th\u1ec3 nh\u1ea5t, m\u1ecdi ch\u1eef s\u1ed1 \u0111\u1ec1u th\u1ec3 hi\u1ec7n ch\u00ednh n\u00f3 ch\u1ee9 kh\u00f4ng t\u00e1c \u0111\u1ed9ng v\u00e0o y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i. S\u1ed1 10 thu\u1ed9c d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong python v\u00e0 th\u1ec3 hi\u1ec7n gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3 b\u1eb1ng 10 ch\u1ee9 kh\u00f4ng b\u1ecb thay \u0111\u1ed5i hay ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i kh\u00e1c.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6614 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-1.png\" alt=\"C\u00e1c ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 trong python\" width=\"1200\" height=\"398\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-1.png 1200w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-1-300x100.png 300w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-1-1024x340.png 1024w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-1-768x255.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1c ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 trong python\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean int trong python\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean int trong c\u00e1c lo\u1ea1i s\u1ed1 python bao g\u1ed3m c\u00e1c ch\u1eef s\u1ed1 nguy\u00ean d\u01b0\u01a1ng nh\u01b0 1, 2, 3, 4, 5, 6, 7,…; c\u00e1c ch\u1eef s\u1ed1 nguy\u00ean \u00e2m nh\u01b0 -1, -2, -3, -4,… v\u00e0 s\u1ed1 0. C\u00e1c s\u1ed1 th\u1eadp ph\u00e2n kh\u00f4ng ph\u1ea3i l\u00e0 s\u1ed1 nguy\u00ean.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKhi b\u1ea1n mu\u1ed1n vi\u1ebft s\u1ed1 nguy\u00ean trong ch\u01b0\u01a1ng tr\u00ecnh Python, b\u1ea1n c\u1ea7n vi\u1ebft c\u00e1c gi\u00e1 tr\u1ecb theo v\u00ed d\u1ee5 d\u01b0\u1edbi \u0111\u00e2y:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# S\u1ed1 nguy\u00ean d\u01b0\u01a1ng\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E1\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E23\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# S\u1ed1 nguy\u00ean \u00e2m\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-1\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-123\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# S\u1ed1 0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python, b\u1ea1n c\u00f3 th\u1ec3 th\u00eam d\u1ea5u g\u1ea1ch d\u01b0\u1edbi v\u00e0o b\u1ea5t c\u1ee9 v\u1ecb tr\u00ed n\u00e0o \u0111\u1ec3 t\u00e1ch ch\u1eef s\u1ed1 cho d\u1ec5 nh\u00ecn h\u01a1n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c d\u1ea1ng ph\u00e2n chia khi vi\u1ebft ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1\u00a0 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong python nguy\u00ean int gi\u00fap b\u1ea1n d\u1ec5 h\u00ecnh dung:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E10000\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E10_00\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E1000_\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E1_000\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n mu\u1ed1n bi\u1ec3u di\u1ec5n c\u00e1c s\u1ed1 nguy\u00ean d\u01b0\u1edbi d\u1ea1ng s\u1ed1 nh\u1ecb ph\u00e2n (binary), 8 (octal) v\u00e0 16 (Hex \u2013 hexadecimal) b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o v\u00ed d\u1ee5 d\u01b0\u1edbi \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0b1011\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0x9F\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-0b1011\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n ch\u01b0a bi\u1ebft \u0111\u1ebfn c\u00e1c ki\u1ec3u nguy\u00ean int t\u1ed5 ch\u1ee9c d\u01b0\u1edbi d\u1ea1ng nh\u1ecb ph\u00e2n (binary), b\u00e1t ph\u00e2n (octal) v\u00e0 th\u1eadp l\u1ee5c ph\u00e2n (Hex \u2013 hexadecimal), h\u00e3y tham kh\u1ea3o ngay b\u1ea3ng chi ti\u1ebft d\u01b0\u1edbi \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1ea1ng\u00a0\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00e1ch vi\u1ebft\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u00ed d\u1ee5\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eth\u1eadp ph\u00e2n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f9ng c\u00e1c s\u1ed1 t\u1eeb 0 \u0111\u1ebfn 9 \u0111\u1ec3 bi\u1ec3u di\u1ec5n.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u00eam d\u1ea5u + ho\u1eb7c – v\u00e0o \u0111\u1ea7u s\u1ed1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKh\u00f4ng th\u1ec3 vi\u1ebft s\u1ed1 b\u1eaft \u0111\u1ea7u t\u1eeb s\u1ed1 0 ngo\u1ea1i tr\u1eeb ch\u00ednh s\u1ed1 0\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E100\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-100\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003Enh\u1ecb ph\u00e2n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ebft s\u1ed1 b\u1eaft \u0111\u1ea7u b\u1eb1ng k\u00fd t\u1ef1 0b.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f9ng 0 v\u00e0 1 \u0111\u1ec3 bi\u1ec3u di\u1ec5n s\u1ed1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u00eam d\u1ea5u + ho\u1eb7c – v\u00e0o \u0111\u1ea7u s\u1ed1\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0b1111\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-0b1111\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eb\u00e1t ph\u00e2n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ebft s\u1ed1 b\u1eaft \u0111\u1ea7u b\u1eb1ng k\u00fd t\u1ef1 0o.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f9ng ch\u1eef s\u1ed1 t\u1eeb 0 \u0111\u1ebfn 7 \u0111\u1ec3 bi\u1ec3u di\u1ec5n s\u1ed1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u00eam d\u1ea5u + ho\u1eb7c – v\u00e0o \u0111\u1ea7u s\u1ed1\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0o100\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-0o100\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eth\u1eadp l\u1ee5c ph\u00e2n\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003EVi\u1ebft s\u1ed1 b\u1eaft \u0111\u1ea7u b\u1eb1ng k\u00fd t\u1ef1 0x.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u00f9ng ch\u1eef s\u1ed1 t\u1eeb 0 \u0111\u1ebfn 9 \u0111\u1ec3 bi\u1ec3u di\u1ec5n s\u1ed1.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EC\u00f3 th\u1ec3 th\u00eam d\u1ea5u + ho\u1eb7c – v\u00e0o \u0111\u1ea7u s\u1ed1\u003C\/span\u003E\u003C\/td\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0x100\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-0x100\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E0\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n mu\u1ed1n bi\u1ebfn \u0111\u1ed5i c\u00e1c d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 trong python kh\u00e1c v\u1ec1 d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean int trong python, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng h\u00e0m int().\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu mu\u1ed1n \u0111\u1ed5i c\u00e1c d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 s\u1eed d\u1ee5ng trong python l\u00e0 s\u1ed1 nguy\u00ean sang c\u00e1c ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 trong python d\u1ea1ng nh\u1ecb ph\u00e2n, b\u00e1t ph\u00e2n, th\u1eadp l\u1ee5c ph\u00e2n,… b\u1ea1n c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng c\u00e1c h\u00e0m bin(), oct() hay hex().\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETham kh\u1ea3o ngay c\u00e1c v\u1ecb d\u1ee5 d\u01b0\u1edbi \u0111\u00e2y \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 ph\u01b0\u01a1ng th\u1ee9c chuy\u1ec3n \u0111\u1ed5i n\u00e0y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# G\u00e1n chu\u1ed7i “15” v\u00e0o bi\u1ebfn a\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ea=”15″\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Chuy\u1ec3n a t\u1eeb ki\u1ec3u d\u1eef li\u1ec7u chu\u1ed7i th\u00e0nh d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Sau \u0111\u00f3 g\u00e1n gi\u00e1 tr\u1ecb n\u00e0y v\u00e0o b\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eb = int(a)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(b)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>>15\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Chuy\u1ec3n b t\u1eeb s\u1ed1 th\u1eadp ph\u00e2n sang s\u1ed1 nh\u1ecb ph\u00e2n\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(bin(b))\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>> 0b1111\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Chuy\u1ec3n b t\u1eeb s\u1ed1 th\u1eadp ph\u00e2n sang s\u1ed1 b\u00e1t ph\u00e2n\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(oct(b))\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>> 0o17\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Chuy\u1ec3n b t\u1eeb s\u1ed1 th\u1eadp ph\u00e2n sang s\u1ed1 th\u1eadp l\u1ee5c ph\u00e2n\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(hex(b))\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>> 0xf\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Ch2\u003E\u003Cb\u003ED\u1eef li\u1ec7u s\u1ed1 th\u1ef1c float trong python | float python l\u00e0 g\u00ec\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 th\u1ef1c trong python – float python l\u00e0 m\u1ed9t d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 python \u0111\u01b0\u1ee3c bi\u1ec3u di\u1ec5n d\u01b0\u1edbi d\u1ea1ng s\u1ed1 th\u1ef1c c\u00f3 d\u1ea5u ph\u1ea9y \u0111\u1ed9ng – Floating point number.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EHi\u1ec3u m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 th\u1ef1c trong python l\u00e0 ki\u1ec3u d\u1eef li\u1ec7u nh\u1eefng s\u1ed1 c\u00f3 ph\u1ea7n th\u1eadp ph\u00e2n \u0111\u1eb1ng sau d\u1ea5u ph\u1ea9y. B\u1ea1n c\u00f3 th\u1ec3 vi\u1ebft tr\u1ef1c ti\u1ebfp gi\u00e1 tr\u1ecb c\u1ee7a d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 th\u1ef1c trong python. V\u00ed d\u1ee5 c\u1ee5 th\u1ec3:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E12.49\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-19.5\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1ea5u g\u1ea1ch d\u01b0\u1edbi v\u00e0o b\u1ea5t k\u1ef3 v\u1ecb tr\u00ed n\u00e0o \u0111\u1ec3 c\u00f3 th\u1ec3 chia ph\u1ea7n ch\u1eef s\u1ed1 cho d\u1ec5 nh\u00ecn h\u01a1n khi th\u1ec3 hi\u1ec7n gi\u00e1 tr\u1ecb c\u1ee7a ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 trong python d\u1ea1ng s\u1ed1 th\u1ef1c float:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E122_3.49\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E-1_43249.5\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi nh\u1eefng ki\u1ec3u s\u1ed1 th\u1ef1c c\u00f3 ph\u1ea7n \u0111\u1eb1ng sau d\u1ea5u ph\u1ea9y c\u1ef1c l\u1edbn v\u00e0 c\u1ef1c nh\u1ecf, b\u1ea1n c\u00f3 th\u1ec3 bi\u1ec3u di\u1ec5n b\u1eb1ng s\u1ed1 e trong ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python th\u00f4ng qua v\u00ed d\u1ee5 d\u01b0\u1edbi \u0111\u00e2y:\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E8.5e+7\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E2.34e-12\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ETrong \u0111\u00f3, 8.5e+7 c\u00f3 gi\u00e1 tr\u1ecb b\u1eb1ng 8.5\u00d7100000=850000, v\u00e0 2.34e-12 c\u00f3 gi\u00e1 tr\u1ecb b\u1eb1ng 2.34\u00d70.0001=0.000234.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u1ea1n c\u0169ng c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c lo\u1ea1i s\u1ed1 python kh\u00e1c v\u1ec1 d\u1eef li\u1ec7u s\u1ed1 th\u1ef1c float b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u01b0\u01a1ng th\u1ee9c float():\u003C\/span\u003E\u003C\/p\u003E\n\u003Ctable\u003E\n\u003Ctbody\u003E\n\u003Ctr\u003E\n\u003Ctd\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# G\u00e1n chu\u1ed7i “15” v\u00e0o bi\u1ebfn a\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ea=”15″\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Chuy\u1ec3n a t\u1eeb ki\u1ec3u d\u1eef li\u1ec7u chu\u1ed7i th\u00e0nh d\u1eef li\u1ec7u s\u1ed1 th\u1ef1c\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E# Sau \u0111\u00f3 g\u00e1n gi\u00e1 tr\u1ecb n\u00e0y v\u00e0o b\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eb = float(a)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(b)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>>15.0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/td\u003E\n\u003C\/tr\u003E\n\u003C\/tbody\u003E\n\u003C\/table\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6613 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-3.png\" alt=\"Ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 th\u1ef1c float trong python\" width=\"518\" height=\"652\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-3.png 518w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-3-238x300.png 238w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1eef li\u1ec7u s\u1ed1 th\u1ef1c float trong python\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 ph\u1ee9c complex trong python\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EKi\u1ec3u d\u1eef li\u1ec7u s\u1ed1 trong python d\u1ea1ng s\u1ed1 ph\u1ee9c \u0111\u01b0\u1ee3c bi\u1ec3u th\u1ecb v\u1edbi 2 ph\u1ea7n th\u1ef1c v\u00e0 \u1ea3o. D\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 v\u00ed d\u1ee5 c\u1ee5 th\u1ec3 v\u1ec1 d\u1eef li\u1ec7u s\u1ed1 ph\u1ee9c trong python:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Ea + bj\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ENg\u00f4n ng\u1eef l\u1eadp tr\u00ecnh python \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn l\u00e0 ng\u00f4n ng\u1eef hi\u1ebfm hoi c\u00f3 h\u1ed7 tr\u1ee3 l\u01b0u tr\u1eef d\u1eef li\u1ec7u d\u01b0\u1edbi d\u1ea1ng s\u1ed1 ph\u1ee9c. \u0110\u00e2y l\u00e0 ki\u1ec3u gi\u00e1 tr\u1ecb s\u1ed1 th\u01b0\u1eddng \u0111\u01b0\u1ee3c b\u1eaft g\u1eb7p trong c\u00e1c l\u0129nh v\u1ef1c v\u1ec1 to\u00e1n h\u1ecdc, khoa h\u1ecdc k\u1ef9 thu\u1eadt,… Do \u0111\u00f3, ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh python c\u00f3 th\u1ec3 ph\u00e1t huy kh\u1ea3 n\u0103ng c\u1ee7a m\u00ecnh khi x\u1eed l\u00fd d\u1eef li\u1ec7u trong c\u00e1c l\u0129nh v\u1ef1c n\u00e0y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EV\u1edbi c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh Python th\u00f4ng d\u1ee5ng nh\u1ea5t th\u00ec b\u1ea1n c\u0169ng kh\u00f4ng g\u1eb7p ki\u1ec3u x\u1eed l\u00fd d\u1eef li\u1ec7u s\u1ed1 ph\u1ee9c nhi\u1ec1u l\u1ea7n. Do \u0111\u00f3, b\u1ea1n kh\u00f4ng c\u1ea7n qu\u00e1 lo l\u1eafng khi kh\u00f4ng hi\u1ec3u \u0111\u01b0\u1ee3c t\u01b0\u1eddng t\u1eadn v\u1ec1 c\u00e1ch x\u1eed l\u00fd ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 n\u00e0y.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ec3 vi\u1ebft d\u1eef li\u1ec7u s\u1ed1 Python d\u1ea1ng s\u1ed1 ph\u1ee9c, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o c\u00e1ch l\u00e0m d\u01b0\u1edbi \u0111\u00e2y:\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E4.2 + 5j\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E3 + 4j\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E4j\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E(3.2 + 4j)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6612 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-4.png\" alt=\"Ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 ph\u1ee9c complex trong python\" width=\"528\" height=\"348\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-4.png 528w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-4-300x198.png 300w\" sizes=\"(max-width: 528px) 100vw, 528px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u1eef li\u1ec7u s\u1ed1 ph\u1ee9c complex trong python\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003ECh\u01b0\u01a1ng tr\u00ecnh m\u1eabu\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ED\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 v\u00ed d\u1ee5 v\u1ec1 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh m\u1eabu \u0111\u01a1n gi\u1ea3n gi\u00fap b\u1ea1n hi\u1ec3n th\u1ecb gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c d\u1eef li\u1ec7u s\u1ed1 python:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<pre><code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(“S\u1ed1 nguy\u00ean:”,12345)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>> S\u1ed1 nguy\u00ean: 12345\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(“S\u1ed1 th\u1ef1c\u00a0 :”,2.34e-12)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>> S\u1ed1 th\u1ef1c\u00a0 : 2.34e-12\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003Eprint(“S\u1ed1 ph\u1ee9c\u00a0 :”, 4.2 + 5j)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E#>> S\u1ed1 ph\u1ee9c\u00a0 : (4.2+5j)\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E<\/pre><\/code>\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E>>Kh\u00e1m ph\u00e1 th\u00eam c\u00e1ch \u003Cstrong\u003E\u003Ca href=\"http:\/\/cole.edu.vn\/chuyen-chuoi-thanh-so-trong-python\/\"\u003Echuy\u1ec3n chu\u1ed7i th\u00e0nh s\u1ed1 trong Python\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EK\u1ebft lu\u1eadn\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQua b\u00e0i vi\u1ebft tr\u00ean, ch\u1eafc ch\u1eafn b\u1ea1n \u0111\u00e3 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c lo\u1ea1i s\u1ed1 python c\u0169ng nh\u01b0 c\u00e1ch th\u1ec3 hi\u1ec7n c\u00e1c d\u1ea1ng d\u1eef li\u1ec7u s\u1ed1 python khi s\u1eed d\u1ee5ng lo\u1ea1i ng\u00f4n ng\u1eef n\u00e0y trong l\u1eadp tr\u00ecnh. Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python v\u1edbi c\u00e1c ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 \u0111a d\u1ea1ng s\u1ebd gi\u00fap b\u1ea1n linh ho\u1ea1t trong nhi\u1ec1u m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng kh\u00e1c nhau.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u0110\u1ec3 n\u1eafm r\u00f5 nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u00e0 c\u1ed1t l\u1ed7i c\u1ee7a Python, tham kh\u1ea3o ngay \u003Cstrong\u003E\u003Ca href=\"https:\/\/cole.edu.vn\/khoa-hoc-data-analysis-voi-python\/\"\u003Ekh\u00f3a h\u1ecdc Data Analysis v\u1edbi Python\u003C\/a\u003E\u003C\/strong\u003E t\u1ea1i Cole!\u003C\/p\u003E\n","post_excerpt":"Ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 python l\u00e0 g\u00ec? B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng bao nhi\u00eau lo\u1ea1i s\u1ed1 trong l\u1eadp tr\u00ecnh Python? V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadc c\u1ee7a khoa h\u1ecdc c\u0169ng nh\u01b0 l\u01b0\u1ee3ng ng\u01b0\u1eddi l\u1eadp tr\u00ecnh theo \u0111u\u1ed5i Python \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, nh\u1eefng ki\u1ebfn th\u1ee9c v\u1ec1 ki\u1ec3u d\u1eef li\u1ec7u s\u1ed1 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong […]","post_status":"publish","post_metadata":{"chuc_vu":""},"post_image":"https:\/\/cole.edu.vn\/wp-content\/uploads\/2023\/11\/Kieu-du-lieu-so-python-1-1.png"},{"ID":1224,"post_title":"Quy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u – 7 b\u01b0\u1edbc ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3","post_date":"18\/11\/2023 10:00","post_content":"\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u00c1p d\u1ee5ng \u003C\/span\u003E\u003Cb\u003Equy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E \u0111\u1ec3 t\u00ecm ra c\u00e2u tr\u1ea3 l\u1eddi cho c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111\u1eb7t ra trong qu\u00e1 tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng l\u00e0 \u0111i\u1ec1u c\u00e1c doanh nghi\u1ec7p hi\u1ec7n nay \u0111ang \u00e1p d\u1ee5ng ng\u00e0y m\u1ed9t nhi\u1ec1u. Vi\u1ec7c thi\u1ebft l\u1eadp m\u1ed9t quy tr\u00ecnh \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a hi\u1ec7u qu\u1ea3 d\u1eef li\u1ec7u trong vi\u1ec7c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 kinh doanh tr\u01b0\u1edbc m\u1eaft l\u00e0 m\u1ee5c ti\u00eau m\u00e0 b\u1ea5t c\u1ee9 doanh nghi\u1ec7p n\u00e0o c\u0169ng h\u01b0\u1edbng \u0111\u1ebfn. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd cung c\u1ea5p cho b\u1ea1n 7 b\u01b0\u1edbc c\u1ee5 th\u1ec3 c\u1ee7a m\u1ed9t \u003C\/span\u003E\u003Cb\u003Equy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ho\u00e0n ch\u1ec9nh.\u00a0\u003C\/span\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u01b0\u1edbc 1: T\u00ecm hi\u1ec3u v\u1ea5n \u0111\u1ec1 kinh doanh\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EB\u01b0\u1edbc \u0111\u1ea7u ti\u00ean v\u00e0 quan tr\u1ecdng nh\u1ea5t trong qu\u00e1 tr\u00ecnh n\u00e0y \u0111\u00f3 l\u00e0 t\u00ecm hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 v\u1ea5n \u0111\u1ec1. Trong thu\u1eadt ng\u1eef ph\u00e2n t\u00edch d\u1eef li\u1ec7u, \u0111i\u1ec1u n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 ‘problem statement’. T\u1ea1i \u0111\u00e2y, b\u1ea1n t\u00ecm ki\u1ebfm m\u1ed9t c\u00e1i nh\u00ecn r\u00f5 r\u00e0ng v\u1ec1 nh\u1eefng g\u00ec b\u1ea1n \u0111ang t\u00ecm ki\u1ebfm v\u00e0 hi\u1ec3u bi\u1ebft t\u1ed5ng th\u1ec3 v\u1ec1 v\u1ea5n \u0111\u1ec1 c\u1ed1t l\u00f5i c\u1ee7a kinh doanh. \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 ph\u1ea3i x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng c\u00e2u h\u1ecfi ngay t\u1eeb \u0111\u1ea7u v\u00e0 c\u1ea3 d\u1eef li\u1ec7u t\u01b0\u01a1ng \u1ee9ng v\u00ec n\u00f3 s\u1ebd d\u1eabn d\u1eaft ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a \u003C\/span\u003E\u003Cb\u003Equy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003E\u0110\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 hi\u1ec3u bi\u1ebft v\u1ec1 kinh doanh b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c x\u00e1c \u0111\u1ecbnh m\u1ee5c \u0111\u00edch ho\u1eb7c m\u1ee5c \u0111\u00edch c\u1ee7a c\u00e2u h\u1ecfi. Khi \u0111\u00e3 n\u1eafm r\u00f5 v\u1ea5n \u0111\u1ec1, b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3 thuy\u1ebft v\u1ec1 c\u00e1ch gi\u1ea3i quy\u1ebft n\u00f3. Sau \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c s\u1ed1 li\u1ec7u \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n \u0111\u1ec3 x\u00e1c minh ho\u1eb7c b\u00e1c b\u1ecf gi\u1ea3 thuy\u1ebft c\u1ee7a m\u00ecnh.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EM\u1ed9t chi\u1ebfn l\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng m\u1ee5c ti\u00eau c\u1ee7a doanh nghi\u1ec7p l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng. N\u00f3 ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 t\u00e0i nguy\u00ean, \u0111\u1ed3ng th\u1eddi gi\u00fap b\u1ea1n tr\u00e1nh m\u1ecdi c\u1ea1m b\u1eaby v\u1edbi d\u1eef li\u1ec7u trong t\u01b0\u01a1ng lai.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cimg decoding=\"async\" class=\"alignnone size-full wp-image-6601 aligncenter\" src=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2021\/06\/Picture1.png\" alt=\"T\u00ecm hi\u1ec3u v\u1ec1 problem statement\" width=\"602\" height=\"591\" srcset=\"https:\/\/cole.edu.vn\/wp-content\/uploads\/2021\/06\/Picture1.png 602w, https:\/\/cole.edu.vn\/wp-content\/uploads\/2021\/06\/Picture1-300x295.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/\u003E\u003C\/p\u003E\n\u003Cp style=\"text-align: center;\"\u003E\u003Ci\u003E\u003Cspan style=\"font-weight: 400;\"\u003ET\u00ecm hi\u1ec3u v\u1ec1 problem statement\u003C\/span\u003E\u003C\/i\u003E\u003C\/p\u003E\n\u003Ch2\u003E\u003Cb\u003EB\u01b0\u1edbc 2: Ph\u00e2n t\u00edch data requirement\u003C\/b\u003E\u003C\/h2\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003ESau khi \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch, b\u00e2y gi\u1edd ta c\u1ea7n \u0111\u00e1nh gi\u00e1 lo\u1ea1i d\u1eef li\u1ec7u s\u1ebd c\u1ea7n \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c \u003C\/span\u003E\u003Cb\u003Equy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u\u003C\/b\u003E\u003Cspan style=\"font-weight: 400;\"\u003E ti\u1ebfp theo. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111\u1ecbnh d\u1ea1ng, ngu\u1ed3n v\u00e0 n\u1ed9i dung d\u1eef li\u1ec7u \u0111\u1ec3 b\u1eaft \u0111\u1ea7u thu th\u1eadp.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EN\u1ebfu b\u1ea1n so s\u00e1nh n\u00f3 v\u1edbi vi\u1ec7c n\u1ea5u m\u1ed9t m\u00f3n \u0103n, h\u00e3y coi b\u01b0\u1edbc n\u00e0y nh\u01b0 vi\u1ec7c li\u1ec7t k\u00ea nguy\u00ean li\u1ec7u. Ch\u00fang ta c\u1ea7n t\u1ea5t c\u1ea3 nguy\u00ean li\u1ec7u (data) tr\u01b0\u1edbc khi n\u1ea5u.\u003C\/span\u003E\u003C\/p\u003E\n\u003Cp\u003E\u003Cspan style=\"font-weight: 400;\"\u003EQu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch data requirement th\u01b0\u1eddng c\u00f3 b\u1ed1n b\u01b0\u1edbc ch\u00ednh:\u003C\/span\u003E\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\"\u003E\u003Cspan style=\"font-w