{"id":5366,"date":"2022-06-30T10:04:00","date_gmt":"2022-06-30T03:04:00","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=5366"},"modified":"2025-06-03T15:30:39","modified_gmt":"2025-06-03T08:30:39","slug":"ai-development","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/ai-development\/","title":{"rendered":"What is AI development? And How to get successful with AI Development"},"content":{"rendered":"<p><\/p>\n<article class=\"text-token-text-primary w-full\" dir=\"auto\" data-testid=\"conversation-turn-110\" data-scroll-anchor=\"true\">\n<div class=\"text-base my-auto mx-auto py-5 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto flex max-w-(--thread-content-max-width) flex-1 text-base gap-4 md:gap-5 lg:gap-6 group\/turn-messages focus-visible:outline-hidden\" tabindex=\"-1\">\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\n<div class=\"relative flex-col gap-1 md:gap-3\">\n<div class=\"flex max-w-full flex-col grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"02b0d224-1c54-4d87-b2d0-2e08e0655c74\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose dark:prose-invert w-full break-words light\">\n<p data-start=\"128\" data-end=\"298\"><em><strong>Ph\u00e1t tri\u1ec3n AI l\u00e0 qu\u00e1 tr\u00ecnh t\u1ea1o ra h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng t\u01b0 duy, h\u1ecdc h\u1ecfi v\u00e0 x\u1eed l\u00fd nh\u01b0 con ng\u01b0\u1eddi. \u0110\u00e2y l\u00e0 c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed5i m\u1edbi.<\/strong><\/em><\/p>\n<p data-start=\"300\" data-end=\"463\" data-is-last-node=\"\" data-is-only-node=\"\">Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i ai c\u0169ng bi\u1ebft b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u. V\u1eady doanh nghi\u1ec7p c\u1ea7n chu\u1ea9n b\u1ecb g\u00ec v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 tri\u1ec3n khai AI hi\u1ec7u qu\u1ea3? H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u trong b\u00e0i vi\u1ebft sau.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<h2 data-start=\"451\" data-end=\"478\"><strong>1. Nh\u01b0 th\u1ebf n\u00e0o l\u00e0 ph\u00e1t tri\u1ec3n AI?<\/strong><\/h2>\n<div id=\"attachment_5367\" style=\"width: 660px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5367\" class=\"wp-image-5367 size-full\" src=\"https:\/\/cdn.bap-software.net\/2020\/06\/ai-development.jpg\" alt=\"ai development\" width=\"650\" height=\"364\" \/><p id=\"caption-attachment-5367\" class=\"wp-caption-text\">What is AI? &#8211; Source: colocationamerica<\/p><\/div>\n<p data-start=\"480\" data-end=\"758\"><strong data-start=\"480\" data-end=\"505\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c r\u1ed9ng l\u1edbn trong c\u00f4ng ngh\u1ec7 th\u00f4ng tin, li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c m\u00e1y m\u00f3c th\u00f4ng minh c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 nh\u01b0 tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi. T\u1eeb n\u1ec1n t\u1ea3ng \u0111\u00f3, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng minh.<\/p>\n<p data-start=\"760\" data-end=\"791\"><strong data-start=\"760\" data-end=\"791\">M\u1ee5c \u0111\u00edch c\u1ee7a ph\u00e1t tri\u1ec3n AI:<\/strong><\/p>\n<ul data-start=\"793\" data-end=\"1134\">\n<li data-start=\"793\" data-end=\"1015\">\n<p data-start=\"795\" data-end=\"1015\"><strong data-start=\"795\" data-end=\"832\">T\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng chuy\u00ean nghi\u1ec7p<\/strong>: \u0110\u00e2y l\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p trong c\u00e1c l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n, v\u1edbi tr\u00ecnh \u0111\u1ed9 t\u01b0\u01a1ng \u0111\u01b0\u01a1ng tr\u00ed tu\u1ec7 v\u00e0 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<\/li>\n<li data-start=\"1016\" data-end=\"1134\">\n<p data-start=\"1018\" data-end=\"1134\"><strong data-start=\"1018\" data-end=\"1048\">T\u00e1i hi\u1ec7n tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi<\/strong>: X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u, suy ngh\u0129, h\u1ecdc h\u1ecfi v\u00e0 h\u00e0nh x\u1eed nh\u01b0 con ng\u01b0\u1eddi th\u1eadt.<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1141\" data-end=\"1171\"><strong>2. Quy tr\u00ecnh ph\u00e1t tri\u1ec3n AI<\/strong><\/h2>\n<div id=\"attachment_5368\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5368\" class=\"wp-image-5368 size-full\" src=\"https:\/\/cdn.bap-software.net\/2020\/06\/ai-development-language.jpg\" alt=\"ai development language\" width=\"640\" height=\"480\" \/><p id=\"caption-attachment-5368\" class=\"wp-caption-text\">AI process &#8211; Source: Devteam.space<\/p><\/div>\n<h3 data-start=\"1173\" data-end=\"1216\"><strong>2.1. Giai \u0111o\u1ea1n thi\u1ebft k\u1ebf (Design Phase)<\/strong><\/h3>\n<p data-start=\"1218\" data-end=\"1329\">Giai \u0111o\u1ea1n n\u00e0y nh\u1eb1m x\u00e1c \u0111\u1ecbnh c\u00e1c <a href=\"https:\/\/bap-software.net\/vi\/products-land\/ai-workflows\/\">gi\u1ea3i ph\u00e1p AI<\/a>. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n c\u1ea7n ki\u1ec3m so\u00e1t c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0:<\/p>\n<ul data-start=\"1331\" data-end=\"1402\">\n<li data-start=\"1331\" data-end=\"1342\">\n<p data-start=\"1333\" data-end=\"1342\">Quy tr\u00ecnh<\/p>\n<\/li>\n<li data-start=\"1343\" data-end=\"1360\">\n<p data-start=\"1345\" data-end=\"1360\">Ngu\u1ed3n th\u00f4ng tin<\/p>\n<\/li>\n<li data-start=\"1361\" data-end=\"1402\">\n<p data-start=\"1363\" data-end=\"1402\">H\u00e0nh \u0111\u1ed9ng m\u1ee5c ti\u00eau v\u00e0 nhi\u1ec1u y\u1ebfu t\u1ed1 kh\u00e1c<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1404\" data-end=\"1473\">Vi\u1ec7c ph\u00e1t tri\u1ec3n AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh khi \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u sau:<\/p>\n<ul data-start=\"1475\" data-end=\"1595\">\n<li data-start=\"1475\" data-end=\"1498\">\n<p data-start=\"1477\" data-end=\"1498\"><a href=\"https:\/\/bap-software.net\/vi\/knowledge\/artificial-intelligence-machine-learning\/\">Machine Learning<\/a> (ML)<\/p>\n<\/li>\n<li data-start=\"1499\" data-end=\"1530\">\n<p data-start=\"1501\" data-end=\"1530\">X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/p>\n<\/li>\n<li data-start=\"1531\" data-end=\"1552\">\n<p data-start=\"1533\" data-end=\"1552\">H\u1ec7 th\u1ed1ng chuy\u00ean gia<\/p>\n<\/li>\n<li data-start=\"1553\" data-end=\"1566\">\n<p data-start=\"1555\" data-end=\"1566\">T\u1ef1 \u0111\u1ed9ng h\u00f3a<\/p>\n<\/li>\n<li data-start=\"1567\" data-end=\"1584\">\n<p data-start=\"1569\" data-end=\"1584\">Tr\u00ed t\u01b0\u1edfng t\u01b0\u1ee3ng<\/p>\n<\/li>\n<li data-start=\"1585\" data-end=\"1595\">\n<p data-start=\"1587\" data-end=\"1595\">Ng\u00f4n ng\u1eef<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1597\" data-end=\"1653\">M\u1ed9t s\u1ed1 n\u1ec1n t\u1ea3ng v\u00e0 c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn trong giai \u0111o\u1ea1n n\u00e0y:<\/p>\n<ul data-start=\"1655\" data-end=\"1730\">\n<li data-start=\"1655\" data-end=\"1674\">\n<p data-start=\"1657\" data-end=\"1674\">Microsoft Azure<\/p>\n<\/li>\n<li data-start=\"1675\" data-end=\"1691\">\n<p data-start=\"1677\" data-end=\"1691\">Google Cloud<\/p>\n<\/li>\n<li data-start=\"1692\" data-end=\"1706\">\n<p data-start=\"1694\" data-end=\"1706\">IBM Watson<\/p>\n<\/li>\n<li data-start=\"1707\" data-end=\"1716\">\n<p data-start=\"1709\" data-end=\"1716\">BigML<\/p>\n<\/li>\n<li data-start=\"1717\" data-end=\"1730\">\n<p data-start=\"1719\" data-end=\"1730\">Infosys Nia<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1732\" data-end=\"1812\">\u0110\u00e2y l\u00e0 nh\u1eefng \u0111i\u1ec1u c\u01a1 b\u1ea3n m\u00e0 doanh nghi\u1ec7p c\u1ea7n th\u1ef1c hi\u1ec7n trong giai \u0111o\u1ea1n thi\u1ebft k\u1ebf.<\/p>\n<h3 data-start=\"1819\" data-end=\"1882\"><strong>2.2. Giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m \u00fd t\u01b0\u1edfng (PoC &#8211; Proof of Concept)<\/strong><\/h3>\n<p data-start=\"1884\" data-end=\"2006\">\u1ede giai \u0111o\u1ea1n n\u00e0y, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh th\u1eed nghi\u1ec7m (mock-up) \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng hi\u1ec7n th\u1ef1c h\u00f3a \u00fd t\u01b0\u1edfng AI.<\/p>\n<p data-start=\"2008\" data-end=\"2044\"><strong data-start=\"2008\" data-end=\"2044\">5 b\u01b0\u1edbc \u0111\u1ec3 tri\u1ec3n khai PoC cho AI:<\/strong><\/p>\n<h4 data-start=\"2046\" data-end=\"2074\"><strong>2.2.1. X\u00e1c \u0111\u1ecbnh c\u01a1 h\u1ed9i<\/strong><\/h4>\n<p data-start=\"2076\" data-end=\"2261\">Doanh nghi\u1ec7p ph\u1ea3i x\u00e1c \u0111\u1ecbnh r\u00f5 m\u1ee5c ti\u00eau mu\u1ed1n \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1eeb AI, l\u00fd do AI \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong m\u00f4 h\u00ecnh kinh doanh c\u1ee7a h\u1ecd, v\u00e0 k\u1ebft qu\u1ea3 mong mu\u1ed1n. N\u1ebfu kh\u00f4ng x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c, h\u00e3y xem x\u00e9t:<\/p>\n<ul data-start=\"2263\" data-end=\"2379\">\n<li data-start=\"2263\" data-end=\"2306\">\n<p data-start=\"2265\" data-end=\"2306\">C\u00e1c doanh nghi\u1ec7p kh\u00e1c \u0111ang l\u00e0m g\u00ec v\u1edbi AI?<\/p>\n<\/li>\n<li data-start=\"2307\" data-end=\"2379\">\n<p data-start=\"2309\" data-end=\"2379\">AI gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 g\u00ec trong ng\u00e0nh c\u1ee7a b\u1ea1n v\u00e0 gi\u00e1 tr\u1ecb m\u00e0 n\u00f3 mang l\u1ea1i?<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2381\" data-end=\"2463\">Doanh nghi\u1ec7p n\u00ean l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c chuy\u00ean gia AI c\u00f3 kinh nghi\u1ec7m v\u00e0 k\u1ef9 n\u0103ng th\u1ef1c t\u1ebf.<\/p>\n<h4 data-start=\"2465\" data-end=\"2501\"><strong>2.2.2. M\u00f4 t\u1ea3 v\u1ea5n \u0111\u1ec1 v\u00e0 d\u1eef li\u1ec7u<\/strong><\/h4>\n<p data-start=\"2503\" data-end=\"2660\">Khi \u0111\u00e3 x\u00e1c \u0111\u1ecbnh c\u01a1 h\u1ed9i, b\u01b0\u1edbc ti\u1ebfp theo l\u00e0 hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch chi ti\u1ebft v\u1ea5n \u0111\u1ec1, sau \u0111\u00f3 ph\u00e2n lo\u1ea1i theo c\u00e1c nh\u00f3m nh\u01b0: l\u1eadp lu\u1eadn, nh\u1eadn th\u1ee9c, ho\u1eb7c c\u1ea3m bi\u1ebfn m\u00e1y t\u00ednh.<\/p>\n<h4 data-start=\"2662\" data-end=\"2707\"><strong>2.2.3. X\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai gi\u1ea3i ph\u00e1p<\/strong><\/h4>\n<p data-start=\"2709\" data-end=\"2735\">Doanh nghi\u1ec7p c\u1ea7n chu\u1ea9n b\u1ecb:<\/p>\n<ul data-start=\"2737\" data-end=\"2833\">\n<li data-start=\"2737\" data-end=\"2760\">\n<p data-start=\"2739\" data-end=\"2760\">C\u01a1 s\u1edf v\u1eadt ch\u1ea5t c\u01a1 b\u1ea3n<\/p>\n<\/li>\n<li data-start=\"2761\" data-end=\"2785\">\n<p data-start=\"2763\" data-end=\"2785\">Ph\u1ea7n m\u1ec1m ph\u00e1t tri\u1ec3n AI<\/p>\n<\/li>\n<li data-start=\"2786\" data-end=\"2833\">\n<p data-start=\"2788\" data-end=\"2833\">Giao di\u1ec7n ph\u1ea7n m\u1ec1m\/ph\u1ea7n c\u1ee9ng hi\u1ec3n th\u1ecb k\u1ebft qu\u1ea3<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2835\" data-end=\"2852\">Bao g\u1ed3m c\u00e1c b\u01b0\u1edbc:<\/p>\n<p data-start=\"2854\" data-end=\"3040\"><strong data-start=\"2854\" data-end=\"2875\">X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh:<\/strong> C\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u s\u1ebd s\u1eed d\u1ee5ng d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh th\u00f4ng s\u1ed1 \u0111\u1ec3 th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh, ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c ban \u0111\u1ea7u tr\u01b0\u1edbc khi hu\u1ea5n luy\u1ec7n v\u00e0 tinh ch\u1ec9nh.<\/p>\n<p data-start=\"3042\" data-end=\"3187\"><strong data-start=\"3042\" data-end=\"3071\">Hu\u1ea5n luy\u1ec7n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh:<\/strong> \u0110\u00e2y l\u00e0 ph\u1ea7n quan tr\u1ecdng nh\u1ea5t trong ph\u00e1t tri\u1ec3n AI. C\u00e1c chuy\u00ean gia s\u1ebd x\u00e1c \u0111\u1ecbnh c\u00e1c tham s\u1ed1 gi\u00fap m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/p>\n<h4 data-start=\"3189\" data-end=\"3227\"><strong>2.2.4. \u0110\u00e1nh gi\u00e1 gi\u00e1 tr\u1ecb mang l\u1ea1i<\/strong><\/h4>\n<p data-start=\"3229\" data-end=\"3253\">C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n c\u00e2n nh\u1eafc:<\/p>\n<ul data-start=\"3255\" data-end=\"3310\">\n<li data-start=\"3255\" data-end=\"3270\">\n<p data-start=\"3257\" data-end=\"3270\">\u0110\u1ed9i ng\u0169 k\u1ef9 s\u01b0<\/p>\n<\/li>\n<li data-start=\"3271\" data-end=\"3290\">\n<p data-start=\"3273\" data-end=\"3290\">Kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng<\/p>\n<\/li>\n<li data-start=\"3291\" data-end=\"3310\">\n<p data-start=\"3293\" data-end=\"3310\">Ki\u1ec3m th\u1eed li\u00ean t\u1ee5c<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3312\" data-end=\"3331\">Ngo\u00e0i ra, \u0111\u00e1nh gi\u00e1:<\/p>\n<ul data-start=\"3333\" data-end=\"3666\">\n<li data-start=\"3333\" data-end=\"3408\">\n<p data-start=\"3335\" data-end=\"3408\"><strong data-start=\"3335\" data-end=\"3352\">\u0110\u1ed9 ch\u00ednh x\u00e1c:<\/strong> Gi\u1ea3i ph\u00e1p c\u00f3 cho ra k\u1ebft qu\u1ea3 \u0111\u00fang v\u00e0 l\u1eb7p l\u1ea1i \u0111\u01b0\u1ee3c kh\u00f4ng?<\/p>\n<\/li>\n<li data-start=\"3409\" data-end=\"3471\">\n<p data-start=\"3411\" data-end=\"3471\"><strong data-start=\"3411\" data-end=\"3433\">M\u1ee9c \u0111\u1ed9 ho\u00e0n thi\u1ec7n:<\/strong> C\u00f3 s\u1eed d\u1ee5ng \u0111\u1ea7y \u0111\u1ee7 ngu\u1ed3n d\u1eef li\u1ec7u ch\u01b0a?<\/p>\n<\/li>\n<li data-start=\"3472\" data-end=\"3524\">\n<p data-start=\"3474\" data-end=\"3524\"><strong data-start=\"3474\" data-end=\"3488\">Th\u1eddi gian:<\/strong> K\u1ebft qu\u1ea3 c\u00f3 \u0111\u01b0\u1ee3c tr\u1ea3 \u0111\u00fang l\u00fac kh\u00f4ng?<\/p>\n<\/li>\n<li data-start=\"3525\" data-end=\"3595\">\n<p data-start=\"3527\" data-end=\"3595\"><strong data-start=\"3527\" data-end=\"3541\">C\u00f4ng ngh\u1ec7:<\/strong> C\u00f3 d\u1ec5 s\u1eeda l\u1ed7i \u0111\u1ea7u ra sai t\u1eeb m\u00f4 h\u00ecnh hu\u1ea5n luy\u1ec7n kh\u00f4ng?<\/p>\n<\/li>\n<li data-start=\"3596\" data-end=\"3666\">\n<p data-start=\"3598\" data-end=\"3666\"><strong data-start=\"3598\" data-end=\"3619\">T\u00ednh t\u01b0\u01a1ng th\u00edch:<\/strong> C\u00f3 t\u00edch h\u1ee3p \u0111\u01b0\u1ee3c v\u1edbi h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i kh\u00f4ng?<\/p>\n<\/li>\n<\/ul>\n<h4 data-start=\"3668\" data-end=\"3709\"><strong>2.2.5. M\u1edf r\u1ed9ng quy m\u00f4 ph\u00e1t tri\u1ec3n AI<\/strong><\/h4>\n<p data-start=\"3711\" data-end=\"3728\">Doanh nghi\u1ec7p n\u00ean:<\/p>\n<ul data-start=\"3730\" data-end=\"3876\">\n<li data-start=\"3730\" data-end=\"3757\">\n<p data-start=\"3732\" data-end=\"3757\">M\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng suy lu\u1eadn<\/p>\n<\/li>\n<li data-start=\"3758\" data-end=\"3774\">\n<p data-start=\"3760\" data-end=\"3774\">T\u1ed1i \u01b0u h\u1ea1 t\u1ea7ng<\/p>\n<\/li>\n<li data-start=\"3775\" data-end=\"3811\">\n<p data-start=\"3777\" data-end=\"3811\">\u0110i\u1ec1u ch\u1ec9nh v\u00e0 t\u1ed1i \u01b0u gi\u1ea3i ph\u00e1p PoC<\/p>\n<\/li>\n<li data-start=\"3812\" data-end=\"3841\">\n<p data-start=\"3814\" data-end=\"3841\">M\u1edf r\u1ed9ng t\u1ea7m nh\u00ecn chi\u1ebfn l\u01b0\u1ee3c<\/p>\n<\/li>\n<li data-start=\"3842\" data-end=\"3876\">\n<p data-start=\"3844\" data-end=\"3876\">L\u1eadp k\u1ebf ho\u1ea1ch v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n l\u00fd<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3883\" data-end=\"3931\"><strong>2.3. Giai \u0111o\u1ea1n \u1ee9ng d\u1ee5ng (Application Phase)<\/strong><\/h3>\n<p data-start=\"3933\" data-end=\"4072\">Giai \u0111o\u1ea1n n\u00e0y c\u1ea7n ho\u00e0n thi\u1ec7n c\u00e1c y\u1ebfu t\u1ed1 trong PoC. <a href=\"https:\/\/bap-software.net\/vi\/products-land\/ai-workflows\/\">H\u1ec7 th\u1ed1ng AI<\/a> ph\u1ea3i t\u1ea1o ra \u0111\u1ea7u ra ho\u00e0n ch\u1ec9nh, c\u00f3 t\u1ed1c \u0111\u1ed9 ph\u00f9 h\u1ee3p v\u00e0 c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf.<\/p>\n<p data-start=\"4074\" data-end=\"4096\"><strong data-start=\"4074\" data-end=\"4096\">Quy tr\u00ecnh bao g\u1ed3m:<\/strong><\/p>\n<ul data-start=\"4098\" data-end=\"4172\">\n<li data-start=\"4098\" data-end=\"4116\">\n<p data-start=\"4100\" data-end=\"4116\">X\u00e1c \u0111\u1ecbnh y\u00eau c\u1ea7u<\/p>\n<\/li>\n<li data-start=\"4117\" data-end=\"4137\">\n<p data-start=\"4119\" data-end=\"4137\">Ho\u00e0n thi\u1ec7n h\u1ecdc m\u00e1y<\/p>\n<\/li>\n<li data-start=\"4138\" data-end=\"4148\">\n<p data-start=\"4140\" data-end=\"4148\">Thi\u1ebft k\u1ebf<\/p>\n<\/li>\n<li data-start=\"4149\" data-end=\"4161\">\n<p data-start=\"4151\" data-end=\"4161\">Ph\u00e1t tri\u1ec3n<\/p>\n<\/li>\n<li data-start=\"4162\" data-end=\"4172\">\n<p data-start=\"4164\" data-end=\"4172\">Ki\u1ec3m th\u1eed<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4174\" data-end=\"4334\">Kh\u00f3 kh\u0103n l\u1edbn nh\u1ea5t l\u00e0 thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng duy tr\u00ec t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd trong khi thu th\u1eadp l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u. Nhi\u1ec1u d\u1ef1 \u00e1n th\u1ea5t b\u1ea1i do thi\u1ebfu m\u00f4 t\u1ea3 chi ti\u1ebft y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng.<\/p>\n<h3 data-start=\"4341\" data-end=\"4385\"><strong>2.4. Giai \u0111o\u1ea1n v\u1eadn h\u00e0nh (Running Phase)<\/strong><\/h3>\n<p data-start=\"4387\" data-end=\"4427\">\u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u01b0a AI v\u00e0o v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/p>\n<p data-start=\"4429\" data-end=\"4450\">C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n ch\u00fa \u00fd:<\/p>\n<ul data-start=\"4452\" data-end=\"4564\">\n<li data-start=\"4452\" data-end=\"4493\">\n<p data-start=\"4454\" data-end=\"4493\">B\u1ea3o tr\u00ec v\u00e0 ki\u1ec3m tra s\u1ef1 \u1ed5n \u0111\u1ecbnh h\u1ec7 th\u1ed1ng<\/p>\n<\/li>\n<li data-start=\"4494\" data-end=\"4534\">\n<p data-start=\"4496\" data-end=\"4534\">Theo d\u00f5i KPI d\u1ef1a theo m\u1ee5c ti\u00eau ban \u0111\u1ea7u<\/p>\n<\/li>\n<li data-start=\"4535\" data-end=\"4564\">\n<p data-start=\"4537\" data-end=\"4564\">C\u1eadp nh\u1eadt m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y AI<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"4571\" data-end=\"4632\"><strong>3. Nh\u1eefng l\u01b0u \u00fd \u0111\u1ec3 th\u00e0nh c\u00f4ng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m AI<\/strong><\/h2>\n<div id=\"attachment_5369\" style=\"width: 660px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5369\" class=\"wp-image-5369 size-full\" src=\"https:\/\/cdn.bap-software.net\/2020\/06\/ai-software-development.jpg\" alt=\"ai software development\" width=\"650\" height=\"440\" \/><p id=\"caption-attachment-5369\" class=\"wp-caption-text\">How to get successful? &#8211; Source: Knowllence<\/p><\/div>\n<h3 data-start=\"4634\" data-end=\"4695\"><strong>3.1. T\u1eadp trung v\u00e0o k\u1ef9 thu\u1eadt thay v\u00ec ch\u1ec9 khoa h\u1ecdc d\u1eef li\u1ec7u<\/strong><\/h3>\n<p data-start=\"4697\" data-end=\"4832\">C\u00f3 r\u1ea5t \u00edt chuy\u00ean gia d\u1eef li\u1ec7u c\u00f3 kinh nghi\u1ec7m ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng ho\u00e0n ch\u1ec9nh. Doanh nghi\u1ec7p n\u00ean k\u1ebft h\u1ee3p k\u1ef9 s\u01b0 CNTT \u0111\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh.<\/p>\n<p data-start=\"4834\" data-end=\"4887\">\u01afu ti\u00ean l\u00e0m vi\u1ec7c v\u1edbi k\u1ef9 s\u01b0 c\u00f3 tr\u00ean 5 n\u0103m kinh nghi\u1ec7m.<\/p>\n<h3 data-start=\"4889\" data-end=\"4916\"><strong>3.2. Gi\u1ea3m thi\u1ec3u r\u1ee7i ro<\/strong><\/h3>\n<p data-start=\"4918\" data-end=\"5008\">\u0110\u00e2y l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng gi\u00fap d\u1ef1 \u00e1n AI kh\u00f4ng th\u1ea5t b\u1ea1i. C\u00e1c giai \u0111o\u1ea1n n\u00ean tri\u1ec3n khai nh\u01b0 sau:<\/p>\n<ul data-start=\"5010\" data-end=\"5235\">\n<li data-start=\"5010\" data-end=\"5056\">\n<p data-start=\"5012\" data-end=\"5056\"><strong data-start=\"5012\" data-end=\"5035\">\u00dd t\u01b0\u1edfng ho\u00e0n ch\u1ec9nh:<\/strong> t\u1eeb 1 ng\u00e0y \u0111\u1ebfn 2 tu\u1ea7n<\/p>\n<\/li>\n<li data-start=\"5057\" data-end=\"5098\">\n<p data-start=\"5059\" data-end=\"5098\"><strong data-start=\"5059\" data-end=\"5082\">Th\u1eed nghi\u1ec7m ban \u0111\u1ea7u:<\/strong> t\u1eeb 2 \u0111\u1ebfn 4 tu\u1ea7n<\/p>\n<\/li>\n<li data-start=\"5099\" data-end=\"5143\">\n<p data-start=\"5101\" data-end=\"5143\"><strong data-start=\"5101\" data-end=\"5127\">Th\u1eed nghi\u1ec7m ch\u00ednh th\u1ee9c:<\/strong> t\u1eeb 2 \u0111\u1ebfn 4 tu\u1ea7n<\/p>\n<\/li>\n<li data-start=\"5144\" data-end=\"5186\">\n<p data-start=\"5146\" data-end=\"5186\"><strong data-start=\"5146\" data-end=\"5170\">V\u1eadn h\u00e0nh ch\u00ednh th\u1ee9c:<\/strong> t\u1eeb 2 \u0111\u1ebfn 4 tu\u1ea7n<\/p>\n<\/li>\n<li data-start=\"5187\" data-end=\"5235\">\n<p data-start=\"5189\" data-end=\"5235\"><strong data-start=\"5189\" data-end=\"5215\">C\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean:<\/strong> k\u00e9o d\u00e0i trong 1 n\u0103m<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"5237\" data-end=\"5294\"><strong>3.3. Kh\u00f4ng \u0111\u1eb7t thu\u1eadt to\u00e1n l\u00e0 y\u1ebfu t\u1ed1 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u<\/strong><\/h3>\n<p data-start=\"5296\" data-end=\"5313\">Doanh nghi\u1ec7p n\u00ean:<\/p>\n<ul data-start=\"5315\" data-end=\"5434\">\n<li data-start=\"5315\" data-end=\"5349\">\n<p data-start=\"5317\" data-end=\"5349\">Thu th\u1eadp nhi\u1ec1u d\u1eef li\u1ec7u li\u00ean quan<\/p>\n<\/li>\n<li data-start=\"5350\" data-end=\"5390\">\n<p data-start=\"5352\" data-end=\"5390\">X\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u00fang c\u00e1ch tr\u01b0\u1edbc khi d\u00f9ng<\/p>\n<\/li>\n<li data-start=\"5391\" data-end=\"5434\">\n<p data-start=\"5393\" data-end=\"5434\">L\u1ef1a ch\u1ecdn thu\u1eadt to\u00e1n ph\u00f9 h\u1ee3p v\u00e0 t\u1ed1i \u01b0u d\u1ea7n<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"5436\" data-end=\"5508\">K\u1ebft qu\u1ea3 \u0111\u1ea7u ra c\u00f3 th\u1ec3 kh\u00e1c v\u1edbi k\u1ef3 v\u1ecdng ban \u0111\u1ea7u, n\u00ean c\u1ea7n t\u1ed1i \u01b0u li\u00ean t\u1ee5c.<\/p>\n<p data-start=\"5515\" data-end=\"5528\"><strong data-start=\"5515\" data-end=\"5528\">T\u1ed5ng k\u1ebft:<\/strong><\/p>\n<p data-start=\"5530\" data-end=\"5698\">\u0110\u00e2y l\u00e0 nh\u1eefng ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u1ec1 ph\u00e1t tri\u1ec3n AI m\u00e0 doanh nghi\u1ec7p c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u. Quan tr\u1ecdng nh\u1ea5t, doanh nghi\u1ec7p c\u1ea7n ch\u1ecdn \u0111\u00fang \u0111\u1ed1i t\u00e1c \u0111\u1ec3 \u0111\u1ed3ng h\u00e0nh c\u00f9ng m\u00ecnh.<\/p>\n<p data-start=\"5700\" data-end=\"5869\"><strong data-start=\"5700\" data-end=\"5711\">T\u1ea1i BAP<\/strong>, ch\u00fang t\u00f4i c\u00f3 kinh nghi\u1ec7m ph\u00e1t tri\u1ec3n <a href=\"https:\/\/bap-software.net\/vi\/services\/ai-iot\/\">AI<\/a>, <a href=\"https:\/\/bap-software.net\/vi\/services\/salesforce\/\">Salesforce<\/a>, <a href=\"https:\/\/bap-software.net\/vi\/services\/blockchain-technology\/\">Blockchain<\/a>\u2026 cho nhi\u1ec1u doanh nghi\u1ec7p, v\u00e0 c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 b\u1ea1n t\u1eeb giai \u0111o\u1ea1n kh\u1edfi \u0111\u1ea7u cho \u0111\u1ebfn s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng.<\/p>\n<p><\/p>","protected":false},"author":10,"featured_media":5367,"template":"","meta":{"_acf_changed":false},"tags":[10282,9249,10258],"blog-cat":[2058],"class_list":{"0":"post-5366","1":"knowledge","2":"type-knowledge","3":"status-publish","4":"has-post-thumbnail","5":"hentry","6":"tag-ai","8":"tag-10258","9":"blog-cat-technology"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Hi\u1ec3u th\u1ebf n\u00e0o v\u1ec1 Ph\u00e1t tri\u1ec3n AI? C\u00e1ch gi\u00fap doanh nghi\u1ec7p th\u00e0nh c\u00f4ng v\u1edbi AI?<\/title>\n<meta name=\"description\" content=\"Ph\u00e1t tri\u1ec3n AI l\u00e0 qu\u00e1 tr\u00ecnh t\u1ea1o ra h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng t\u01b0 duy, h\u1ecdc h\u1ecfi v\u00e0 x\u1eed l\u00fd nh\u01b0 con ng\u01b0\u1eddi. \u0110\u00e2y l\u00e0 c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u su\u1ea5t\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bap-software.net\/vi\/knowledge\/ai-development\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is AI development? 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