{"id":2810,"date":"2026-07-31T11:22:05","date_gmt":"2026-07-31T04:22:05","guid":{"rendered":"https:\/\/blog.datacore.vn\/?p=2810"},"modified":"2026-08-07T03:59:12","modified_gmt":"2026-08-06T20:59:12","slug":"lam-sach-du-lieu-ai-viet-nam","status":"publish","type":"post","link":"https:\/\/blog.datacore.vn\/vi\/lam-sach-du-lieu-ai-viet-nam\/","title":{"rendered":"L\u00e0m S\u1ea1ch D\u1eef Li\u1ec7u AI Vi\u1ec7t Nam 2026: S\u1ef1 Th\u1eadt \u0110\u00e1ng Lo Ng\u1ea1i V\u00ec Sao TP HCM Tr\u1ea3 Ti\u1ec1n D\u00e2n"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>T\u00f3m t\u1eaft:<\/strong> TP HCM (Th\u00e0nh ph\u1ed1 H\u1ed3 Ch\u00ed Minh) v\u1eeba tri\u1ec3n khai h\u1ed7 tr\u1ee3 200.000 \u0111\u1ed3ng\/ng\u00e0y cho ng\u01b0\u1eddi d\u00e2n tham gia l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u00f4ng ph\u1ee5c v\u1ee5 h\u1ec7 th\u1ed1ng AI (tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o), m\u1ed9t t\u00edn hi\u1ec7u nh\u1ecf nh\u01b0ng r\u00f5 r\u00e0ng cho th\u1ea5y l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam, ch\u1ee9 kh\u00f4ng ph\u1ea3i m\u00f4 h\u00ecnh AI, m\u1edbi l\u00e0 n\u00fat th\u1eaft th\u1ef1c s\u1ef1 c\u1ee7a qu\u00e1 tr\u00ecnh \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p. \u0110\u00e2y c\u0169ng l\u00e0 l\u1eddi nh\u1eafc cho c\u00e1c doanh nghi\u1ec7p \u0111ang d\u1ef1a v\u00e0o d\u1eef li\u1ec7u Vi\u1ec7t Nam \u0111\u1ec3 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n<p class=\"wp-block-paragraph\">\n<p class=\"wp-block-paragraph\">Theo VnExpress ng\u00e0y 28\/7\/2026, ch\u00ednh quy\u1ec1n TP HCM b\u1eaft \u0111\u1ea7u h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00e2n 200.000 \u0111\u1ed3ng m\u1ed7i ng\u00e0y khi tham gia ch\u01b0\u01a1ng tr\u00ecnh \"l\u00e0m s\u1ea1ch\" d\u1eef li\u1ec7u c\u00f4ng, n\u1eb1m trong l\u00e0n s\u00f3ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia v\u1edbi kho\u1ea3ng 1.400 n\u1ec1n t\u1ea3ng, gi\u1ea3i ph\u00e1p chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai xu\u1ed1ng c\u00e1c \u0111\u1ecba ph\u01b0\u01a1ng. Nh\u00ecn b\u1ec1 ngo\u00e0i, \u0111\u00e2y ch\u1ec9 l\u00e0 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh h\u00e0nh ch\u00ednh nh\u1ecf.<\/p>\n<p class=\"wp-block-paragraph\">Nh\u01b0ng th\u1ef1c ch\u1ea5t, \u0111\u00e2y l\u00e0 l\u1eddi th\u1eeba nh\u1eadn tr\u1ef1c ti\u1ebfp t\u1eeb m\u1ed9t th\u00e0nh ph\u1ed1 l\u1edbn c\u1ee7a Vi\u1ec7t Nam r\u1eb1ng d\u1eef li\u1ec7u c\u00f4ng v\u00e0 d\u1eef li\u1ec7u c\u00f4ng d\u00e2n hi\u1ec7n t\u1ea1i c\u00f2n qu\u00e1 l\u1ed9n x\u1ed9n, tr\u00f9ng l\u1eb7p v\u00e0 thi\u1ebfu nh\u1ea5t qu\u00e1n \u0111\u1ec3 \u0111\u01b0a th\u1eb3ng v\u00e0o h\u1ec7 th\u1ed1ng AI, v\u00e0 vi\u1ec7c s\u1eeda ch\u1eefa \u0111\u00f2i h\u1ecfi s\u1ee9c ng\u01b0\u1eddi th\u1ef1c s\u1ef1, kh\u00f4ng ch\u1ec9 ph\u1ea7n m\u1ec1m t\u1ed1t h\u01a1n. V\u1edbi b\u1ea5t k\u1ef3 t\u1ed5 ch\u1ee9c n\u00e0o \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o th\u1ecb tr\u01b0\u1eddng l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam, l\u1eddi th\u1eeba nh\u1eadn n\u00e0y quan tr\u1ecdng h\u01a1n nhi\u1ec1u so v\u1edbi m\u1ed9t m\u00f4 h\u00ecnh AI m\u1edbi ra m\u1eaft.<\/p>\n<\/p>\n<h2 class=\"wp-block-heading\">V\u00ec sao l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam c\u1ea7n \u0111\u1ebfn s\u1ee9c ng\u01b0\u1eddi, kh\u00f4ng ch\u1ec9 thu\u1eadt to\u00e1n?<\/h2>\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng c\u1ee5 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u t\u1ef1 \u0111\u1ed9ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng l\u1ed7i tr\u00f9ng l\u1eb7p ho\u1eb7c sai \u0111\u1ecbnh d\u1ea1ng r\u00f5 r\u00e0ng, nh\u01b0ng l\u1ea1i g\u1eb7p kh\u00f3 v\u1edbi nh\u1eefng t\u00ecnh hu\u1ed1ng m\u01a1 h\u1ed3 v\u1ed1n \u0111\u1ea7y r\u1eaby trong d\u1eef li\u1ec7u h\u00e0nh ch\u00ednh th\u1ef1c t\u1ebf: hai c\u00e1ch vi\u1ebft kh\u00e1c nhau c\u1ee7a c\u00f9ng m\u1ed9t t\u00ean x\u00e3, m\u1ed9t \u0111\u1ecba ch\u1ec9 t\u1eebng \u0111\u00fang tr\u01b0\u1edbc \u0111\u1ee3t s\u00e1p nh\u1eadp h\u00e0nh ch\u00ednh n\u0103m 2025, hay m\u1ed9t h\u1ed3 s\u01a1 c\u00f4ng d\u00e2n b\u1ecb chia t\u00e1ch gi\u1eefa hai h\u1ec7 th\u1ed1ng c\u0169 ch\u01b0a t\u1eebng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 li\u00ean th\u00f4ng v\u1edbi nhau. Ch\u01b0\u01a1ng tr\u00ecnh c\u1ee7a TP HCM tr\u1ea3 ti\u1ec1n \u0111\u1ec3 ng\u01b0\u1eddi d\u00e2n \u0111\u01b0a ra nh\u1eefng ph\u00e1n \u0111o\u00e1n m\u00e0 ph\u1ea7n m\u1ec1m v\u1eabn c\u00f2n sai. <\/p>\n<p class=\"wp-block-paragraph\">\n<p class=\"wp-block-paragraph\">\u0110\u00e2y kh\u00f4ng ph\u1ea3i v\u1ea5n \u0111\u1ec1 ri\u00eang c\u1ee7a Vi\u1ec7t Nam. B\u1ea5t k\u1ef3 qu\u1ed1c gia n\u00e0o s\u1ed1 h\u00f3a d\u1eef li\u1ec7u gi\u1ea5y v\u00e0 h\u1ec7 th\u1ed1ng c\u0169 h\u00e0ng ch\u1ee5c n\u0103m \u0111\u1ec1u g\u1eb7p c\u00f9ng m\u1ed9t r\u00e0o c\u1ea3n: vi\u1ec7c g\u00e1n nh\u00e3n v\u00e0 \u0111\u1ed1i so\u00e1t d\u1eef li\u1ec7u \u1edf quy m\u00f4 l\u1edbn c\u1ea7n con ng\u01b0\u1eddi r\u00e0 so\u00e1t, \u00edt nh\u1ea5t cho \u0111\u1ebfn khi c\u00f3 \u0111\u1ee7 d\u1eef li\u1ec7u chu\u1ea9n \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ed1i chi\u1ebfu t\u1ef1 \u0111\u1ed9ng \u0111\u00e1ng tin c\u1eady.<\/p>\n<p class=\"wp-block-paragraph\">Vi\u1ec7c th\u00e0nh ph\u1ed1 s\u1eb5n s\u00e0ng tr\u1ea3 ti\u1ec1n cho c\u00f4ng s\u1ee9c n\u00e0y \u1edf quy m\u00f4 l\u1edbn cho th\u1ea5y th\u1eddi k\u1ef3 \"ch\u1ec9 c\u1ea7n c\u1eafm v\u00e0o m\u1ed9t m\u00f4 h\u00ecnh AI l\u00e0 xong\" \u0111ang kh\u00e9p l\u1ea1i, v\u00e0 th\u1eddi k\u1ef3 \u0111\u1ea7u t\u01b0 nghi\u00eam t\u00fac cho h\u1ea1 t\u1ea7ng <strong>l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam<\/strong> \u0111ang b\u1eaft \u0111\u1ea7u.<\/p>\n<\/p>\n<h2 class=\"wp-block-heading\">Ch\u01b0\u01a1ng tr\u00ecnh n\u00e0y n\u00f3i l\u00ean \u0111i\u1ec1u g\u00ec v\u1ec1 m\u1ee9c \u0111\u1ed9 s\u1eb5n s\u00e0ng AI c\u1ee7a Vi\u1ec7t Nam?<\/h2>\n<p class=\"wp-block-paragraph\">\n<p class=\"wp-block-paragraph\">Chi\u1ebfn l\u01b0\u1ee3c AI qu\u1ed1c gia c\u1ee7a Vi\u1ec7t Nam \u0111\u00e3 ti\u1ebfn r\u1ea5t nhanh v\u1ec1 h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n v\u00e0 nh\u00e2n t\u00e0i, nh\u01b0 DataCore \u0111\u00e3 \u0111\u1ec1 c\u1eadp trong b\u00e0i vi\u1ebft v\u1ec1 <a href=\"https:\/\/blog.datacore.vn\/vi\/chien-luoc-ai-viet-nam-2026\/\">Chi\u1ebfn l\u01b0\u1ee3c AI Vi\u1ec7t Nam 2026<\/a>. Nh\u01b0ng c\u00e1c v\u0103n b\u1ea3n chi\u1ebfn l\u01b0\u1ee3c hi\u1ebfm khi nh\u1eafc \u0111\u1ebfn ph\u1ea7n vi\u1ec7c k\u00e9m h\u00e0o nho\u00e1ng ph\u00eda sau: d\u1eef li\u1ec7u ch\u00ednh ph\u1ee7 hu\u1ea5n luy\u1ec7n AI khu v\u1ef1c c\u00f4ng, d\u1eef li\u1ec7u \u0111\u0103ng k\u00fd doanh nghi\u1ec7p nu\u00f4i c\u00e1c m\u00f4 h\u00ecnh t\u00edn d\u1ee5ng, d\u1eef li\u1ec7u \u0111\u1ecba ch\u1ec9 l\u00e0m n\u1ec1n cho logistics v\u00e0 fintech, t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u1ea7n \u0111\u01b0\u1ee3c l\u00e0m s\u1ea1ch li\u00ean t\u1ee5c tr\u01b0\u1edbc khi b\u1ea5t k\u1ef3 m\u00f4 h\u00ecnh n\u00e0o c\u00f3 th\u1ec3 tin d\u00f9ng.<\/p>\n<p class=\"wp-block-paragraph\">Vi\u1ec7c TP HCM \u0111\u1eb7t ra m\u1ed9t m\u1ee9c gi\u00e1 c\u1ee5 th\u1ec3 cho c\u00f4ng s\u1ee9c \u0111\u00f3, 200.000 \u0111\u1ed3ng\/ng\u00e0y, l\u00e0 m\u1ed9t th\u1eddi \u0111i\u1ec3m hi\u1ebfm hoi m\u00e0 chi ph\u00ed c\u1ee7a ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u tr\u1edf n\u00ean h\u1eefu h\u00ecnh v\u00e0 \u0111o \u0111\u1ebfm \u0111\u01b0\u1ee3c, thay v\u00ec b\u1ecb ch\u00f4n trong m\u1ed9t d\u00f2ng ng\u00e2n s\u00e1ch c\u00f4ng ngh\u1ec7 th\u00f4ng tin n\u00e0o \u0111\u00f3. \u0110i\u1ec1u n\u00e0y c\u0169ng kh\u1edbp v\u1edbi m\u1ed9t xu h\u01b0\u1edbng l\u1edbn h\u01a1n: Vi\u1ec7t Nam \u0111ang xem chuy\u1ec3n \u0111\u1ed5i s\u1ed1 nh\u01b0 h\u1ea1 t\u1ea7ng d\u00e2n sinh, t\u01b0\u01a1ng t\u1ef1 \u0111\u01b0\u1eddng s\u00e1 hay \u0111i\u1ec7n l\u01b0\u1edbi, x\u1ee9ng \u0111\u00e1ng \u0111\u01b0\u1ee3c \u0111\u1ea7u t\u01b0 c\u00f4ng tr\u1ef1c ti\u1ebfp thay v\u00ec ch\u1ec9 \u0111\u1ec3 khu v\u1ef1c t\u01b0 nh\u00e2n t\u1ef1 xoay x\u1edf.<\/p>\n<\/p>\n<h2 class=\"wp-block-heading\">D\u1eef li\u1ec7u k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng g\u00e2y thi\u1ec7t h\u1ea1i g\u00ec cho doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng AI?<\/h2>\n<p class=\"wp-block-paragraph\">\n<p class=\"wp-block-paragraph\">C\u00e1c \u0111\u1ed9i ng\u0169 doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam li\u00ean t\u1ee5c x\u00e1c nh\u1eadn r\u1eb1ng ph\u1ea7n kh\u00f3 nh\u1ea5t khi tri\u1ec3n khai AI kh\u00f4ng ph\u1ea3i l\u00e0 m\u00f4 h\u00ecnh, m\u00e0 l\u00e0 ni\u1ec1m tin v\u00e0o d\u1eef li\u1ec7u nu\u00f4i m\u00f4 h\u00ecnh \u0111\u00f3. M\u1ed9t h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n gian l\u1eadn hu\u1ea5n luy\u1ec7n tr\u00ean danh s\u00e1ch doanh nghi\u1ec7p c\u00f3 b\u1ea3n ghi tr\u00f9ng l\u1eb7p s\u1ebd t\u1ea1o ra c\u1ea3nh b\u00e1o sai. M\u1ed9t m\u00f4 h\u00ecnh ch\u1ea5m \u0111i\u1ec3m t\u00edn d\u1ee5ng nh\u1eadn d\u1eef li\u1ec7u \u0111\u1ecba ch\u1ec9 kh\u00f4ng nh\u1ea5t qu\u00e1n s\u1ebd ph\u00e2n lo\u1ea1i sai r\u1ee7i ro.<\/p>\n<p class=\"wp-block-paragraph\">M\u1ed9t knowledge graph (\u0111\u1ed3 th\u1ecb tri th\u1ee9c) x\u00e2y d\u1ef1ng tr\u00ean d\u1eef li\u1ec7u th\u1ef1c th\u1ec3 ch\u01b0a \u0111\u01b0\u1ee3c \u0111\u1ed1i so\u00e1t s\u1ebd hi\u1ec3n th\u1ecb c\u00e1c m\u1ed1i quan h\u1ec7 sai l\u1ec7ch. Kh\u00f4ng c\u00f3 v\u1ea5n \u0111\u1ec1 n\u00e0o trong s\u1ed1 n\u00e0y l\u00e0 do m\u00f4 h\u00ecnh; t\u1ea5t c\u1ea3 \u0111\u1ec1u l\u00e0 v\u1ea5n \u0111\u1ec1 <strong>ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/strong>, v\u00e0 \u0111\u00e2y ch\u00ednh l\u00e0 l\u00fd do l\u1edbn nh\u1ea5t khi\u1ebfn c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m AI doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam b\u1ecb \u0111\u00ecnh tr\u1ec7 tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/p>\n<p class=\"wp-block-paragraph\">\u0110\u00e2y c\u0169ng l\u00e0 l\u00fd do c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 doanh nghi\u1ec7p, ch\u00ednh ph\u1ee7 v\u00e0 th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam xem vi\u1ec7c \u0111\u1ed1i so\u00e1t th\u1ef1c th\u1ec3 v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u li\u00ean t\u1ee5c l\u00e0 h\u1ea1 t\u1ea7ng c\u1ed1t l\u00f5i ch\u1ee9 kh\u00f4ng ph\u1ea3i vi\u1ec7c l\u00e0m th\u00eam.<\/p>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/datacore.vn\/vi\/services\" target=\"_blank\" rel=\"noopener\">Knowledge Graph Service<\/a> c\u1ee7a DataCore \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng ch\u00ednh x\u00e1c \u0111\u1ec3 \u0111\u1ed1i so\u00e1t c\u00e1c b\u1ea3n ghi th\u1ef1c th\u1ec3 ch\u1ed3ng ch\u00e9o, l\u1ed9n x\u1ed9n, c\u00f9ng lo\u1ea1i v\u1ea5n \u0111\u1ec1 m\u00e0 TP HCM hi\u1ec7n \u0111ang tr\u1ea3 ti\u1ec1n \u0111\u1ec3 ng\u01b0\u1eddi d\u00e2n x\u1eed l\u00fd th\u1ee7 c\u00f4ng.<\/p>\n<\/p>\n<h2 class=\"wp-block-heading\">C\u00e2u H\u1ecfi Th\u01b0\u1eddng G\u1eb7p<\/h2>\n<h3 class=\"wp-block-heading\">Ch\u01b0\u01a1ng tr\u00ecnh tr\u1ea3 ti\u1ec1n l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u1ee7a TP HCM l\u00e0 g\u00ec?<\/h3>\n<p class=\"wp-block-paragraph\">T\u1eeb cu\u1ed1i th\u00e1ng 7\/2026, TP HCM b\u1eaft \u0111\u1ea7u h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00e2n 200.000 \u0111\u1ed3ng m\u1ed7i ng\u00e0y khi tham gia l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u00f4ng, n\u1eb1m trong l\u00e0n s\u00f3ng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 r\u1ed9ng h\u01a1n c\u1ee7a Vi\u1ec7t Nam, theo VnExpress. \u0110\u00e2y ch\u00ednh l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee5 th\u1ec3 c\u1ee7a n\u1ed7 l\u1ef1c l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam, nh\u1eb1m c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 c\u00e1c h\u1ec7 th\u1ed1ng AI v\u00e0 ch\u00ednh quy\u1ec1n \u0111i\u1ec7n t\u1eed c\u1ee7a th\u00e0nh ph\u1ed1 v\u00e0 qu\u1ed1c gia.<\/p>\n<h3 class=\"wp-block-heading\">V\u00ec sao ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u quan tr\u1ecdng h\u01a1n ch\u1ea5t l\u01b0\u1ee3ng m\u00f4 h\u00ecnh AI v\u00e0o l\u00fac n\u00e0y?<\/h3>\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4 h\u00ecnh AI hi\u1ec7n \u0111\u1ea1i \u0111\u00e3 ph\u1ed5 bi\u1ebfn r\u1ed9ng r\u00e3i v\u00e0 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n, nh\u01b0ng m\u1ed9t m\u00f4 h\u00ecnh ch\u1ec9 \u0111\u00e1ng tin khi d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n ho\u1eb7c v\u1eadn h\u00e0nh n\u00f3 \u0111\u00e1ng tin. T\u1ea1i Vi\u1ec7t Nam, d\u1eef li\u1ec7u h\u1ec7 th\u1ed1ng c\u0169, thay \u0111\u1ed5i \u0111\u1ecba gi\u1edbi h\u00e0nh ch\u00ednh v\u00e0 \u0111\u1ecbnh d\u1ea1ng kh\u00f4ng nh\u1ea5t qu\u00e1n khi\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, ch\u1ee9 kh\u00f4ng ph\u1ea3i kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn m\u00f4 h\u00ecnh, th\u01b0\u1eddng l\u00e0 y\u1ebfu t\u1ed1 gi\u1edbi h\u1ea1n ch\u00ednh cho c\u00e1c d\u1ef1 \u00e1n AI doanh nghi\u1ec7p.<\/p>\n<h3 class=\"wp-block-heading\">Ch\u01b0\u01a1ng tr\u00ecnh n\u00e0y c\u00f3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn doanh nghi\u1ec7p t\u01b0 nh\u00e2n hay ch\u1ec9 h\u1ec7 th\u1ed1ng nh\u00e0 n\u01b0\u1edbc?<\/h3>\n<p class=\"wp-block-paragraph\">Tr\u1ef1c ti\u1ebfp, ch\u01b0\u01a1ng tr\u00ecnh nh\u1eafm v\u00e0o d\u1eef li\u1ec7u khu v\u1ef1c c\u00f4ng. Gi\u00e1n ti\u1ebfp, b\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o s\u1eed d\u1ee5ng d\u1eef li\u1ec7u li\u00ean k\u1ebft v\u1edbi ch\u00ednh ph\u1ee7, nh\u01b0 \u0111\u0103ng k\u00fd kinh doanh, \u0111\u1ecba ch\u1ec9 hay h\u1ed3 s\u01a1 c\u00f4ng d\u00e2n, \u0111\u1ec1u h\u01b0\u1edfng l\u1ee3i, v\u00ec d\u1eef li\u1ec7u g\u1ed1c s\u1ea1ch h\u01a1n s\u1ebd c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 m\u00f4 h\u00ecnh x\u00e2y d\u1ef1ng ph\u00eda tr\u00ean.<\/p>\n<h3 class=\"wp-block-heading\">Doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam n\u00ean ph\u1ea3n \u1ee9ng th\u1ebf n\u00e0o v\u1edbi kho\u1ea3ng tr\u1ed1ng ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u n\u00e0y?<\/h3>\n<p class=\"wp-block-paragraph\">Doanh nghi\u1ec7p n\u00ean xem ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 \u0111\u1ed1i so\u00e1t th\u1ef1c th\u1ec3 l\u00e0 kho\u1ea3n \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng c\u1ed1t l\u00f5i, kh\u00f4ng ph\u1ea3i d\u1ef1 \u00e1n d\u1ecdn d\u1eb9p m\u1ed9t l\u1ea7n, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 c\u00f4ng c\u1ee5 knowledge graph \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng ri\u00eang cho d\u1eef li\u1ec7u Vi\u1ec7t Nam thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o m\u00f4 h\u00ecnh AI th\u00f4ng d\u1ee5ng.<\/p>\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore.jpg\" alt=\"L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam - ng\u01b0\u1eddi d\u00e2n TP HCM tham gia l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u00f4ng cho h\u1ec7 th\u1ed1ng AI\" class=\"wp-image-2805\" srcset=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore.jpg 1200w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-300x158.jpg 300w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-1024x538.jpg 1024w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-768x403.jpg 768w, https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-18x9.jpg 18w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<p class=\"wp-block-paragraph\">\n<p class=\"wp-block-paragraph\">Vi\u1ec7c TP HCM tr\u1ea3 ti\u1ec1n cho ng\u01b0\u1eddi d\u00e2n l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh nh\u1ecf nh\u01b0ng mang t\u00edn hi\u1ec7u l\u1edbn: h\u1ea1 t\u1ea7ng l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam gi\u1edd \u0111\u00e2y \u0111\u00e3 l\u00e0 m\u1ed9t \u01b0u ti\u00ean \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn v\u00e0 c\u00f3 ng\u00e2n s\u00e1ch, kh\u00f4ng c\u00f2n l\u00e0 vi\u1ec7c ph\u1ee5.<\/p>\n<p class=\"wp-block-paragraph\">V\u1edbi doanh nghi\u1ec7p c\u1ea7n d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng v\u00e0 doanh nghi\u1ec7p Vi\u1ec7t Nam \u0111\u00e1ng tin c\u1eady, \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ed1i so\u00e1t ngay h\u00f4m nay thay v\u00ec ch\u1edd \u0111\u1ee3t l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u00f4ng d\u00e2n ti\u1ebfp theo, <a href=\"https:\/\/datacore.vn\/vi\/services\" target=\"_blank\" rel=\"noopener\">Decisioning Service<\/a> c\u1ee7a DataCore \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 bi\u1ebfn d\u1eef li\u1ec7u g\u1ed1c l\u1ed9n x\u1ed9n th\u00e0nh quy\u1ebft \u0111\u1ecbnh m\u00e0 \u0111\u1ed9i ng\u0169 c\u00f3 th\u1ec3 th\u1ef1c s\u1ef1 tin t\u01b0\u1edfng, ngay c\u1ea3 khi qu\u00e1 tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam tr\u00ean di\u1ec7n r\u1ed9ng v\u1eabn c\u00f2n \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u.<\/p>\n<\/p>\n<h2 class=\"wp-block-heading\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam<\/h2>\n<p class=\"wp-block-paragraph\"><strong>L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam \u1edf TP HCM ho\u1ea1t \u0111\u1ed9ng ra sao?<\/strong> Ng\u01b0\u1eddi d\u00e2n \u0111\u01b0\u1ee3c tr\u1ea3 200.000 \u0111\u1ed3ng\/ng\u00e0y \u0111\u1ec3 tham gia l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u c\u00f4ng ph\u1ee5c v\u1ee5 h\u1ec7 th\u1ed1ng AI c\u1ee7a th\u00e0nh ph\u1ed1.<\/p>\n<p class=\"wp-block-paragraph\"><strong>V\u00ec sao l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam l\u1ea1i quan tr\u1ecdng \u0111\u1ebfn v\u1eady?<\/strong> V\u00ec m\u00f4 h\u00ecnh AI ch\u1ec9 t\u1ed1t b\u1eb1ng ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n; d\u1eef li\u1ec7u b\u1ea9n ho\u1eb7c thi\u1ebfu chu\u1ea9n h\u00f3a khi\u1ebfn k\u1ebft qu\u1ea3 AI k\u00e9m tin c\u1eady, b\u1ea5t k\u1ec3 m\u00f4 h\u00ecnh m\u1ea1nh \u0111\u1ebfn \u0111\u00e2u.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng b\u00e0i h\u1ecdc l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam nh\u01b0 th\u1ebf n\u00e0o?<\/strong> Doanh nghi\u1ec7p n\u00ean \u0111\u1ea7u t\u01b0 v\u00e0o quy tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam ngay t\u1eeb \u0111\u1ea7u, thay v\u00ec ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh.<\/p>\n<h2 class=\"wp-block-heading\">Quy tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam di\u1ec5n ra nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n<p class=\"wp-block-paragraph\">H\u1ea7u h\u1ebft c\u00e1c t\u1ed5 ch\u1ee9c mu\u1ed1n bi\u1ebfn d\u1eef li\u1ec7u ch\u00ednh quy\u1ec1n ho\u1eb7c d\u1eef li\u1ec7u doanh nghi\u1ec7p th\u00e0nh ngu\u1ed3n d\u1eef li\u1ec7u s\u1eb5n s\u00e0ng cho AI \u0111\u1ec1u \u0111i qua c\u00e1c b\u01b0\u1edbc t\u01b0\u01a1ng t\u1ef1. Tr\u01b0\u1edbc ti\u00ean, d\u1eef li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau, th\u01b0\u1eddng \u1edf \u0111\u1ecbnh d\u1ea1ng kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t. Sau \u0111\u00f3, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a: \u0111\u1ecba ch\u1ec9 \u0111\u01b0\u1ee3c vi\u1ebft l\u1ea1i theo chu\u1ea9n chung, ng\u00e0y th\u00e1ng \u0111\u01b0\u1ee3c th\u1ed1ng nh\u1ea5t \u0111\u1ecbnh d\u1ea1ng, v\u00e0 c\u00e1c tr\u01b0\u1eddng v\u0103n b\u1ea3n t\u1ef1 do \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch th\u00e0nh d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac.<\/p>\n<p class=\"wp-block-paragraph\">B\u01b0\u1edbc ti\u1ebfp theo trong l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam l\u00e0 kh\u1eed tr\u00f9ng l\u1eb7p v\u00e0 \u0111\u1ed1i s\u00e1nh b\u1ea3n ghi gi\u1eefa c\u00e1c ngu\u1ed3n, th\u01b0\u1eddng g\u1ecdi l\u00e0 \u0111\u1ed1i s\u00e1nh th\u1ef1c th\u1ec3, \u0111\u1ec3 nh\u1eadn ra r\u1eb1ng hai b\u1ea3n ghi h\u01a1i kh\u00e1c nhau v\u1ec1 c\u00e1ch vi\u1ebft v\u1eabn l\u00e0 c\u00f9ng m\u1ed9t ng\u01b0\u1eddi ho\u1eb7c m\u1ed9t doanh nghi\u1ec7p. Cu\u1ed1i c\u00f9ng, d\u1eef li\u1ec7u \u0111\u00e3 l\u00e0m s\u1ea1ch \u0111\u01b0\u1ee3c ki\u1ec3m tra theo quy t\u1eafc nghi\u1ec7p v\u1ee5 v\u00e0 c\u00f3 s\u1ef1 r\u00e0 so\u00e1t c\u1ee7a con ng\u01b0\u1eddi tr\u01b0\u1edbc khi \u0111\u1ee7 tin c\u1eady \u0111\u1ec3 \u0111\u01b0a v\u00e0o c\u00e1c m\u00f4 h\u00ecnh AI.<\/p>\n<p class=\"wp-block-paragraph\">B\u1ecf qua b\u1ea5t k\u1ef3 b\u01b0\u1edbc n\u00e0o c\u0169ng d\u1ec5 d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng m\u00f4 h\u00ecnh AI ho\u1ea1t \u0111\u1ed9ng t\u1ed1t khi demo nh\u01b0ng th\u1ea5t b\u1ea1i khi g\u1eb7p d\u1eef li\u1ec7u th\u1ef1c t\u1ebf l\u1ed9n x\u1ed9n.<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/lam-sach-du-lieu-ai-viet-nam-tong-quan.png\" alt=\"L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam t\u1ed5ng quan\"\/><\/figure>\n<h2 class=\"wp-block-heading\">V\u00ec sao \u0111\u1ed1i s\u00e1nh th\u1ef1c th\u1ec3 l\u00e0 ph\u1ea7n kh\u00f3 nh\u1ea5t c\u1ee7a l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam?<\/h2>\n<p class=\"wp-block-paragraph\">\u0110\u1ed1i s\u00e1nh th\u1ef1c th\u1ec3, m\u1ed9t ph\u1ea7n c\u1ed1t l\u00f5i c\u1ee7a l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam, t\u1ee9c l\u00e0 x\u00e1c \u0111\u1ecbnh hai b\u1ea3n ghi t\u1eeb hai ngu\u1ed3n kh\u00e1c nhau c\u00f3 m\u00f4 t\u1ea3 c\u00f9ng m\u1ed9t ng\u01b0\u1eddi, m\u1ed9t h\u1ed9 gia \u0111\u00ecnh hay m\u1ed9t doanh nghi\u1ec7p hay kh\u00f4ng, th\u01b0\u1eddng \u0111\u01b0\u1ee3c xem l\u00e0 b\u01b0\u1edbc kh\u00f3 nh\u1ea5t v\u00e0 t\u1ed1n nhi\u1ec1u c\u00f4ng s\u1ee9c nh\u1ea5t trong b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn.<\/p>\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u \u0111\u1ecbnh danh v\u00e0 d\u1eef li\u1ec7u doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam c\u00f3 th\u00eam m\u1ed9t l\u1edbp kh\u00f3 kh\u0103n ri\u00eang: d\u1ea5u ti\u1ebfng Vi\u1ec7t c\u00f3 th\u1ec3 b\u1ecb b\u1ecf ho\u1eb7c g\u00f5 sai gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng, m\u1ed9t h\u1ed9 kinh doanh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u0103ng k\u00fd d\u01b0\u1edbi t\u00ean c\u00e1 nh\u00e2n \u1edf ngu\u1ed3n n\u00e0y v\u00e0 t\u00ean th\u01b0\u01a1ng hi\u1ec7u \u1edf ngu\u1ed3n kh\u00e1c, c\u00f2n ranh gi\u1edbi h\u00e0nh ch\u00ednh l\u1ea1i th\u01b0\u1eddng \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh khi c\u00e1c qu\u1eadn huy\u1ec7n \u0111\u01b0\u1ee3c s\u00e1p nh\u1eadp ho\u1eb7c \u0111\u1ed5i t\u00ean.<\/p>\n<p class=\"wp-block-paragraph\">C\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf c\u1ee7a DataCore trong vi\u1ec7c x\u00e2y d\u1ef1ng \u0111\u1ed1i s\u00e1nh th\u1ef1c th\u1ec3 cho d\u1eef li\u1ec7u doanh nghi\u1ec7p v\u00e0 \u0111\u1ecba ch\u1ec9 t\u1ea1i Vi\u1ec7t Nam, \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp trong b\u00e0i vi\u1ebft v\u1ec1 <a href=\"https:\/\/blog.datacore.vn\/vi\/ho-kinh-doanh-du-lieu-so-2026\/\">d\u1eef li\u1ec7u s\u1ed1 c\u1ee7a h\u1ed9 kinh doanh<\/a>, th\u01b0\u1eddng g\u1eb7p \u0111\u00fang nh\u1eefng tr\u01b0\u1eddng h\u1ee3p kh\u00f3 n\u00e0y. \u0110\u00e2y l\u00e0 l\u00fd do v\u00ec sao m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u1ed1i s\u00e1nh ho\u00e0n to\u00e0n t\u1ef1 \u0111\u1ed9ng, thi\u1ebfu s\u1ef1 r\u00e0 so\u00e1t c\u1ee7a con ng\u01b0\u1eddi, th\u01b0\u1eddng t\u1ea1o ra l\u1ed7i \u00e2m th\u1ea7m thay v\u00ec lo\u1ea1i b\u1ecf \u0111\u01b0\u1ee3c l\u1ed7i.<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/lam-sach-du-lieu-ai-viet-nam-quy-trinh.png\" alt=\"L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam quy tr\u00ecnh chu\u1ea9n h\u00f3a\"\/><\/figure>\n<h2 class=\"wp-block-heading\">Vai tr\u00f2 c\u1ee7a con ng\u01b0\u1eddi trong l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam l\u00e0 g\u00ec?<\/h2>\n<p class=\"wp-block-paragraph\">V\u1edbi l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam, nhi\u1ec1u ng\u01b0\u1eddi cho r\u1eb1ng AI c\u00f3 th\u1ec3 t\u1ef1 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n nhi\u1ec1u s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi, nh\u01b0ng trong th\u1ef1c t\u1ebf, \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a b\u1ea5t k\u1ef3 ch\u01b0\u01a1ng tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam n\u00e0o, \u0111i\u1ec1u ng\u01b0\u1ee3c l\u1ea1i th\u01b0\u1eddng \u0111\u00fang h\u01a1n. C\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng r\u1ea5t gi\u1ecfi trong vi\u1ec7c \u00e1p d\u1ee5ng m\u1ed9t quy t\u1eafc r\u00f5 r\u00e0ng m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n, ch\u1eb3ng h\u1ea1n \u0111\u1ecbnh d\u1ea1ng l\u1ea1i m\u1ecdi tr\u01b0\u1eddng ng\u00e0y th\u00e1ng theo c\u00f9ng m\u1ed9t chu\u1ea9n.<\/p>\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng th\u01b0\u1eddng y\u1ebfu h\u01a1n trong c\u00e1c quy\u1ebft \u0111\u1ecbnh c\u1ea7n hi\u1ec3u bi\u1ebft v\u0103n h\u00f3a ho\u1eb7c ng\u1eef c\u1ea3nh \u0111\u1ecba ph\u01b0\u01a1ng, ch\u1eb3ng h\u1ea1n nh\u1eadn ra r\u1eb1ng hai t\u00ean vi\u1ebft kh\u00e1c nhau v\u1eabn ch\u1ec9 v\u1ec1 m\u1ed9t ng\u01b0\u1eddi, ho\u1eb7c m\u1ed9t \u0111\u1ecba ch\u1ec9 vi\u1ebft theo \u0111\u1ecbnh d\u1ea1ng h\u00e0nh ch\u00ednh c\u0169 v\u1eabn \u1ee9ng v\u1edbi m\u1ed9t ph\u01b0\u1eddng hi\u1ec7n t\u1ea1i sau khi s\u00e1p nh\u1eadp. \u0110\u00e2y ch\u00ednh l\u00e0 lo\u1ea1i quy\u1ebft \u0111\u1ecbnh m\u00e0 m\u1ed9t ng\u01b0\u1eddi r\u00e0 so\u00e1t am hi\u1ec3u quy \u01b0\u1edbc \u0111\u1eb7t t\u00ean v\u00e0 l\u1ecbch s\u1eed h\u00e0nh ch\u00ednh \u0111\u1ecba ph\u01b0\u01a1ng c\u00f3 th\u1ec3 x\u1eed l\u00fd nhanh ch\u00f3ng, c\u00f2n m\u1ed9t m\u00f4 h\u00ecnh AI t\u1ed5ng qu\u00e1t, \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n ch\u1ee7 y\u1ebfu tr\u00ean d\u1eef li\u1ec7u qu\u1ed1c t\u1ebf, d\u1ec5 m\u1eafc l\u1ed7i h\u01a1n.<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/lam-sach-du-lieu-ai-viet-nam-doi-sanh.png\" alt=\"L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam \u0111\u1ed1i s\u00e1nh th\u1ef1c th\u1ec3\"\/><\/figure>\n<h2 class=\"wp-block-heading\">Doanh nghi\u1ec7p n\u00ean chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng c\u00e1c d\u1ef1 \u00e1n AI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u Vi\u1ec7t Nam?<\/h2>\n<p class=\"wp-block-paragraph\">B\u00e0i h\u1ecdc th\u1ef1c t\u1ebf cho doanh nghi\u1ec7p mu\u1ed1n m\u1edf r\u1ed9ng AI tr\u00ean d\u1eef li\u1ec7u Vi\u1ec7t Nam l\u00e0 c\u1ea7n d\u00e0nh th\u1eddi gian v\u00e0 ng\u00e2n s\u00e1ch cho vi\u1ec7c chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u ngay t\u1eeb \u0111\u1ea7u, thay v\u00ec coi \u0111\u00f3 l\u00e0 vi\u1ec7c d\u1ecdn d\u1eb9p sau khi m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng k\u00e9m.<\/p>\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 ph\u00e2n b\u1ed5 nh\u00e2n s\u1ef1 ho\u1eb7c ng\u00e2n s\u00e1ch th\u1ef1c s\u1ef1 cho vi\u1ec7c chu\u1ea9n h\u00f3a b\u1ea3n ghi v\u00e0 \u0111\u1ed1i s\u00e1nh th\u1ef1c th\u1ec3, x\u00e2y d\u1ef1ng c\u00e1c b\u01b0\u1edbc ki\u1ec3m tra tr\u01b0\u1edbc khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t, v\u00e0 duy tr\u00ec m\u1ed9t b\u01b0\u1edbc r\u00e0 so\u00e1t c\u1ee7a con ng\u01b0\u1eddi cho c\u00e1c lo\u1ea1i tr\u01b0\u1eddng d\u1eef li\u1ec7u d\u1ec5 sai nh\u1ea5t nh\u01b0 \u0111\u1ecba ch\u1ec9, t\u00ean doanh nghi\u1ec7p v\u00e0 th\u00f4ng tin \u0111\u1ecbnh danh.<\/p>\n<p class=\"wp-block-paragraph\">C\u00e1c nh\u00f3m d\u00e0nh th\u1eddi gian cho c\u00f4ng vi\u1ec7c l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam ngay t\u1eeb \u0111\u1ea7u th\u01b0\u1eddng tr\u00e1nh \u0111\u01b0\u1ee3c t\u00ecnh tr\u1ea1ng t\u1ed1n k\u00e9m h\u01a1n nhi\u1ec1u: ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u ch\u1ec9 sau khi m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai v\u00e0 \u0111ang t\u1ea1o ra k\u1ebft qu\u1ea3 kh\u00f4ng \u0111\u00e1ng tin c\u1eady cho kh\u00e1ch h\u00e0ng.<\/p>\n<h2 class=\"wp-block-heading\">Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u1ea3nh h\u01b0\u1edfng th\u1ebf n\u00e0o \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh AI?<\/h2>\n<p class=\"wp-block-paragraph\">M\u1ed9t c\u00e1ch h\u1eefu \u00edch \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh l\u00e0: m\u1ed9t m\u00f4 h\u00ecnh ch\u1ec9 c\u00f3 th\u1ec3 \u0111\u00e1ng tin c\u1eady b\u1eb1ng ch\u00ednh d\u1eef li\u1ec7u m\u00e0 n\u00f3 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n ho\u1eb7c tham chi\u1ebfu. N\u1ebfu b\u1ea3n ghi tr\u00f9ng l\u1eb7p l\u00e0m sai l\u1ec7ch t\u1ea7n su\u1ea5t xu\u1ea5t hi\u1ec7n c\u1ee7a m\u1ed9t gi\u00e1 tr\u1ecb, ho\u1eb7c n\u1ebfu \u0111\u1ecbnh d\u1ea1ng kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t khi\u1ebfn m\u00f4 h\u00ecnh coi c\u00f9ng m\u1ed9t th\u1ef1c th\u1ec3 l\u00e0 nhi\u1ec1u th\u1ef1c th\u1ec3 kh\u00e1c nhau, k\u1ebft qu\u1ea3 \u0111\u1ea7u ra s\u1ebd ph\u1ea3n \u00e1nh \u0111\u00fang nh\u1eefng sai l\u1ec7ch \u0111\u00f3, b\u1ea5t k\u1ec3 ki\u1ebfn tr\u00fac m\u00f4 h\u00ecnh m\u1ea1nh \u0111\u1ebfn \u0111\u00e2u.<\/p>\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 l\u00fd do c\u00e1c k\u1ef9 s\u01b0 d\u1eef li\u1ec7u th\u01b0\u1eddng n\u00f3i r\u1eb1ng \u0111\u1ea7u t\u01b0 v\u00e0o l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam th\u01b0\u1eddng mang l\u1ea1i hi\u1ec7u qu\u1ea3 cao h\u01a1n so v\u1edbi vi\u1ec7c ch\u1ec9 chuy\u1ec3n sang m\u00f4 h\u00ecnh l\u1edbn h\u01a1n ho\u1eb7c m\u1edbi h\u01a1n, \u0111\u1eb7c bi\u1ec7t v\u1edbi c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 t\u00ecm ki\u1ebfm, \u0111\u1ed1i s\u00e1nh v\u00e0 b\u00e1o c\u00e1o ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c nh\u1eadn di\u1ec7n \u0111\u00fang th\u1ef1c th\u1ec3 th\u1ef1c t\u1ebf nh\u01b0 ng\u01b0\u1eddi, \u0111\u1ecba ch\u1ec9 v\u00e0 doanh nghi\u1ec7p. Ch\u01b0\u01a1ng tr\u00ecnh c\u1ee7a TP HCM, v\u1ec1 b\u1ea3n ch\u1ea5t, l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u00e0o ch\u00ednh lo\u1ea1i gi\u00e1 tr\u1ecb n\u00e0y.<\/p>\n<h2 class=\"wp-block-heading\">C\u00e1c n\u01b0\u1edbc kh\u00e1c trong khu v\u1ef1c ti\u1ebfp c\u1eadn l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n<p class=\"wp-block-paragraph\">Trong b\u1ee9c tranh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam, Vi\u1ec7t Nam kh\u00f4ng ph\u1ea3i qu\u1ed1c gia duy nh\u1ea5t coi vi\u1ec7c l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ho\u1ea1t \u0111\u1ed9ng c\u00f3 ng\u00e2n s\u00e1ch v\u00e0 t\u1ed5 ch\u1ee9c b\u00e0i b\u1ea3n. C\u00e1c ch\u00ednh ph\u1ee7 trong khu v\u1ef1c \u0110\u00f4ng Nam \u00c1 theo \u0111u\u1ed5i \u0111\u1ecbnh danh s\u1ed1 v\u00e0 ch\u00ednh ph\u1ee7 \u0111i\u1ec7n t\u1eed th\u01b0\u1eddng nh\u1eadn th\u1ea5y ph\u1ea7n kh\u00f3 nh\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 vi\u1ebft ph\u1ea7n m\u1ec1m m\u1edbi, m\u00e0 l\u00e0 \u0111\u1ed1i chi\u1ebfu h\u00e0ng ch\u1ee5c n\u0103m d\u1eef li\u1ec7u c\u0169 ch\u01b0a t\u1eebng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 m\u00e1y \u0111\u1ecdc \u0111\u01b0\u1ee3c.<\/p>\n<p class=\"wp-block-paragraph\">C\u00e1c ch\u01b0\u01a1ng tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam th\u00e0nh c\u00f4ng th\u01b0\u1eddng c\u00f3 chung m\u1ed9t s\u1ed1 \u0111\u1eb7c \u0111i\u1ec3m: \u0111\u1eb7t ra chu\u1ea9n d\u1eef li\u1ec7u r\u00f5 r\u00e0ng tr\u01b0\u1edbc khi thu th\u1eadp quy m\u00f4 l\u1edbn, x\u00e2y d\u1ef1ng v\u00f2ng ph\u1ea3n h\u1ed3i \u0111\u1ec3 ng\u01b0\u1eddi d\u00e2n v\u00e0 c\u00e1n b\u1ed9 c\u00f3 th\u1ec3 b\u00e1o l\u1ed7i, v\u00e0 xem t\u1eadp d\u1eef li\u1ec7u s\u1ea1ch nh\u01b0 m\u1ed9t t\u00e0i s\u1ea3n c\u00f4ng d\u00f9ng chung cho nhi\u1ec1u c\u01a1 quan. Ch\u01b0\u01a1ng tr\u00ecnh tr\u1ea3 ti\u1ec1n cho ng\u01b0\u1eddi d\u00e2n t\u1ea1i TP HCM ph\u00f9 h\u1ee3p v\u1edbi xu h\u01b0\u1edbng khu v\u1ef1c n\u00e0y: ch\u00ednh ph\u1ee7 xem d\u1eef li\u1ec7u s\u1ea1ch l\u00e0 h\u1ea1 t\u1ea7ng, v\u00e0 h\u1ea1 t\u1ea7ng c\u1ea7n ng\u00e2n s\u00e1ch c\u00f9ng nh\u00e2n l\u1ef1c, kh\u00f4ng ch\u1ec9 c\u1ea7n m\u1ed9t th\u00f4ng b\u00e1o ch\u00ednh s\u00e1ch.<\/p>\n<h2 class=\"wp-block-heading\">C\u00e1c nh\u00f3m n\u00ean l\u00e0m g\u00ec ti\u1ebfp theo \u0111\u1ec3 theo d\u00f5i l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam?<\/h2>\n<p class=\"wp-block-paragraph\">V\u1edbi c\u00e1c nh\u00f3m s\u1ea3n ph\u1ea9m v\u00e0 d\u1eef li\u1ec7u \u0111ang theo d\u00f5i c\u00e2u chuy\u1ec7n n\u00e0y, b\u01b0\u1edbc ti\u1ebfp theo h\u1eefu \u00edch kh\u00f4ng ph\u1ea3i l\u00e0 ch\u1edd m\u1ed9t chu\u1ea9n d\u1eef li\u1ec7u qu\u1ed1c gia duy nh\u1ea5t \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1, m\u00e0 l\u00e0 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng kh\u1ea3 n\u0103ng ch\u1ecbu \u0111\u1ef1ng d\u1eef li\u1ec7u l\u1ed9n x\u1ed9n ngay trong h\u1ec7 th\u1ed1ng c\u1ee7a m\u00ecnh. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 thi\u1ebft k\u1ebf quy tr\u00ecnh n\u1ea1p d\u1eef li\u1ec7u v\u1edbi gi\u1ea3 \u0111\u1ecbnh c\u00f3 b\u1ea3n ghi tr\u00f9ng l\u1eb7p v\u00e0 kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t, ghi l\u1ea1i \u0111i\u1ec3m tin c\u1eady c\u1ee7a vi\u1ec7c \u0111\u1ed1i s\u00e1nh thay v\u00ec coi m\u1ecdi k\u1ebft qu\u1ea3 kh\u1edbp t\u1ef1 \u0111\u1ed9ng l\u00e0 ch\u1eafc ch\u1eafn \u0111\u00fang.<\/p>\n<p class=\"wp-block-paragraph\">Ch\u01b0\u01a1ng tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam t\u1ea1i TP HCM \u0111\u00e1ng \u0111\u01b0\u1ee3c theo d\u00f5i trong nh\u1eefng th\u00e1ng t\u1edbi, v\u00ec k\u1ebft qu\u1ea3 c\u1ee7a n\u00f3, t\u1ee9c l\u00e0 li\u1ec7u d\u1eef li\u1ec7u sau khi \u0111\u1ed1i chi\u1ebfu c\u00f3 th\u1ef1c s\u1ef1 c\u1ea3i thi\u1ec7n c\u00e1c d\u1ecbch v\u1ee5 ph\u00eda sau hay kh\u00f4ng, s\u1ebd l\u00e0 m\u1ed9t t\u00edn hi\u1ec7u th\u1ef1c t\u1ebf s\u1edbm cho th\u1ea5y c\u00f4ng vi\u1ec7c chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u c\u00f3 ng\u00e2n s\u00e1ch c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn \u0111\u00e2u \u0111\u1ed1i v\u1edbi k\u1ebft qu\u1ea3 AI trong khu v\u1ef1c c\u00f4ng t\u1ea1i Vi\u1ec7t Nam.<\/p>","protected":false},"excerpt":{"rendered":"<p>L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam: TP HCM tr\u1ea3 200.000 \u0111\u1ed3ng\/ng\u00e0y cho d\u00e2n tham gia, h\u00e9 l\u1ed9 v\u00ec sao d\u1eef li\u1ec7u, kh\u00f4ng ph\u1ea3i m\u00f4 h\u00ecnh, m\u1edbi l\u00e0 r\u00e0o c\u1ea3n AI.<\/p>","protected":false},"author":19,"featured_media":2805,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_uag_custom_page_level_css":"","_swt_meta_header_display":false,"_swt_meta_footer_display":false,"_swt_meta_site_title_display":false,"_swt_meta_sticky_header":false,"_swt_meta_transparent_header":false,"footnotes":""},"categories":[19],"tags":[541,563,2105],"class_list":["post-2810","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-vi","tag-ai-viet-nam-vi","tag-chat-luong-du-lieu-ai-vi","tag-lam-sach-du-lieu-vi"],"uagb_featured_image_src":{"full":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore.jpg",1200,630,false],"thumbnail":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-150x150.jpg",150,150,true],"medium":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-300x158.jpg",300,158,true],"medium_large":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-768x403.jpg",768,403,true],"large":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-1024x538.jpg",1024,538,true],"1536x1536":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore.jpg",1200,630,false],"2048x2048":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore.jpg",1200,630,false],"trp-custom-language-flag":["https:\/\/blog.datacore.vn\/wp-content\/uploads\/2026\/07\/vietnam-data-quality-ai-datacore-18x9.jpg",18,9,true]},"uagb_author_info":{"display_name":"DataCore Marketing","author_link":"https:\/\/blog.datacore.vn\/vi\/author\/datacore_marketing\/"},"uagb_comment_info":0,"uagb_excerpt":"L\u00e0m s\u1ea1ch d\u1eef li\u1ec7u AI Vi\u1ec7t Nam: TP HCM tr\u1ea3 200.000 \u0111\u1ed3ng\/ng\u00e0y cho d\u00e2n tham gia, h\u00e9 l\u1ed9 v\u00ec sao d\u1eef li\u1ec7u, kh\u00f4ng ph\u1ea3i m\u00f4 h\u00ecnh, m\u1edbi l\u00e0 r\u00e0o c\u1ea3n AI.","_links":{"self":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts\/2810","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/comments?post=2810"}],"version-history":[{"count":8,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts\/2810\/revisions"}],"predecessor-version":[{"id":3473,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/posts\/2810\/revisions\/3473"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/media\/2805"}],"wp:attachment":[{"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/media?parent=2810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/categories?post=2810"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.datacore.vn\/vi\/wp-json\/wp\/v2\/tags?post=2810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}