{"id":39825,"date":"2026-08-25T18:29:56","date_gmt":"2026-08-25T11:29:56","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=39825"},"modified":"2026-08-28T15:33:54","modified_gmt":"2026-08-28T08:33:54","slug":"5-cap-do-chuyen-doi-ai-cho-giao-duc-dai-hoc","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/5-cap-do-chuyen-doi-ai-cho-giao-duc-dai-hoc\/","title":{"rendered":"5 c\u1ea5p \u0111\u1ed9 chuy\u1ec3n \u0111\u1ed5i AI m\u1edf ra c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi cho gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc trong \u0111\u00e0o t\u1ea1o nh\u00e2n l\u1ef1c"},"content":{"rendered":"

Theo TS. Ho\u00e0ng Vi\u1ec7t H\u00e0 – Vi\u1ec7n tr\u01b0\u1edfng Vi\u1ec7n \u0110\u00e0o t\u1ea1o Qu\u1ed1c t\u1ebf FPT, Gi\u00e1m \u0111\u1ed1c Asia University Program, khung 5 c\u1ea5p \u0111\u1ed9 n\u00e0y c\u0169ng g\u1ee3i m\u1edf c\u00e1ch gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc c\u00f3 th\u1ec3 khai th\u00e1c AI s\u00e2u h\u01a1n, t\u1eeb h\u1ed7 tr\u1ee3 gi\u1ea3ng d\u1ea1y \u0111\u1ebfn t\u1ed1i \u01b0u qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u00e0 chu\u1ea9n b\u1ecb n\u0103ng l\u1ef1c m\u1edbi cho sinh vi\u00ean.<\/span><\/p>\n

5 c\u1ea5p \u0111\u1ed9 chuy\u1ec3n \u0111\u1ed5i AI t\u1eeb s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 \u0111\u1ebfn t\u00e1i thi\u1ebft k\u1ebf c\u00e1ch v\u1eadn h\u00e0nh<\/b><\/span><\/p>\n

Theo TS. Ho\u00e0ng Vi\u1ec7t H\u00e0, chuy\u1ec3n \u0111\u1ed5i AI kh\u00f4ng di\u1ec5n ra trong m\u1ed9t b\u01b0\u1edbc m\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u00ecn nh\u1eadn qua 5 c\u1ea5p \u0111\u1ed9, t\u01b0\u01a1ng \u1ee9ng v\u1edbi m\u1ee9c \u0111\u1ed9 c\u00f4ng ngh\u1ec7 tham gia ng\u00e0y c\u00e0ng s\u00e2u v\u00e0o ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c.<\/span><\/p>\n

\u1ede c\u1ea5p \u0111\u1ed9 1 \u2013 kh\u00e1m ph\u00e1 v\u00e0 th\u1eed nghi\u1ec7m, AI ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 ri\u00eang l\u1ebb. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u00ecm ki\u1ebfm, t\u1ed5ng h\u1ee3p th\u00f4ng tin, g\u1ee3i \u00fd \u00fd t\u01b0\u1edfng ho\u1eb7c h\u1ed7 tr\u1ee3 th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n.<\/p>\n

Sang c\u1ea5p \u0111\u1ed9 2 \u2013 h\u1ed7 tr\u1ee3 c\u00e1 nh\u00e2n v\u00e0 t\u00e1c v\u1ee5, AI b\u1eaft \u0111\u1ea7u tham gia r\u00f5 h\u01a1n v\u00e0o t\u1eebng c\u00f4ng vi\u1ec7c c\u1ee5 th\u1ec3. C\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 x\u1eed l\u00fd th\u00f4ng tin, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, \u0111\u01b0a ra g\u1ee3i \u00fd ho\u1eb7c ho\u00e0n th\u00e0nh m\u1ed9t ph\u1ea7n nhi\u1ec7m v\u1ee5 theo y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n

\u0110\u1ebfn c\u1ea5p \u0111\u1ed9 3 \u2013 chu\u1ea9n h\u00f3a v\u00e0 t\u00edch h\u1ee3p quy tr\u00ecnh, AI kh\u00f4ng c\u00f2n ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng c\u00f4ng c\u1ee5 t\u00e1ch r\u1eddi m\u00e0 \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi d\u1eef li\u1ec7u v\u00e0 c\u00e1c b\u01b0\u1edbc l\u00e0m vi\u1ec7c trong c\u00f9ng m\u1ed9t h\u1ec7 th\u1ed1ng. Nh\u1edd \u0111\u00f3, c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 tham gia xuy\u00ean su\u1ed1t m\u1ed9t quy tr\u00ecnh v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c kh\u00e2u ph\u1ed1i h\u1ee3p hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n

\u1ede c\u1ea5p \u0111\u1ed9 4 \u2013 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4, AI c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n li\u00ean ti\u1ebfp nhi\u1ec1u b\u01b0\u1edbc, gi\u1ea3m b\u1edbt nh\u1eefng thao t\u00e1c th\u1ee7 c\u00f4ng v\u00e0 gi\u00fap t\u1ed5 ch\u1ee9c x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1edbn h\u01a1n.<\/p>\n

T\u1edbi c\u1ea5p \u0111\u1ed9 5 \u2013 AI tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh, c\u00e1ch t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng v\u00e0 c\u00e1c quy tr\u00ecnh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean kh\u1ea3 n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7. Khi \u0111\u00f3, vai tr\u00f2 c\u1ee7a con ng\u01b0\u1eddi d\u1ecbch chuy\u1ec3n nhi\u1ec1u h\u01a1n sang x\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau, gi\u00e1m s\u00e1t, ki\u1ec3m ch\u1ee9ng v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n

Theo TS. Ho\u00e0ng Vi\u1ec7t H\u00e0, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 n\u0103ng l\u1ef1c con ng\u01b0\u1eddi c\u1ea7n di\u1ec5n ra song song. <\/span>\u201cChuy\u1ec3n \u0111\u1ed5i AI ch\u1ec9 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n khi c\u00f4ng ngh\u1ec7 v\u00e0 con ng\u01b0\u1eddi c\u00f9ng \u0111i l\u00ean. C\u00f4ng ngh\u1ec7 ti\u1ebfn t\u1edbi c\u1ea5p \u0111\u1ed9 cao h\u01a1n th\u00ec n\u0103ng l\u1ef1c c\u1ee7a con ng\u01b0\u1eddi c\u0169ng ph\u1ea3i \u0111\u01b0\u1ee3c n\u00e2ng l\u00ean t\u01b0\u01a1ng \u1ee9ng\u201d<\/span><\/i>, \u00f4ng nh\u1eadn \u0111\u1ecbnh.<\/span><\/p>\n

\"TS.
TS. Ho\u00e0ng Vi\u1ec7t H\u00e0 chia s\u1ebb v\u1ec1 5 c\u1ea5p \u0111\u1ed9 chuy\u1ec3n \u0111\u1ed5i AI v\u00e0 s\u1ef1 thay \u0111\u1ed5i vai tr\u00f2 c\u1ee7a con ng\u01b0\u1eddi khi c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng s\u00e2u r\u1ed9ng<\/figcaption><\/figure>\n

\u1ede g\u00f3c \u0111\u1ed9 gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc, khung n\u00e0y cho th\u1ea5y m\u1ed9t s\u1ef1 d\u1ecbch chuy\u1ec3n t\u01b0\u01a1ng t\u1ef1. AI c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c h\u1ed7 tr\u1ee3 m\u1ed9t s\u1ed1 t\u00e1c v\u1ee5 c\u1ee7a gi\u1ea3ng vi\u00ean v\u00e0 sinh vi\u00ean, sau \u0111\u00f3 d\u1ea7n \u0111i s\u00e2u v\u00e0o qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o, \u0111\u00e1nh gi\u00e1 v\u00e0 v\u1eadn h\u00e0nh. M\u1ee9c \u0111\u1ed9 \u1ee9ng d\u1ee5ng c\u00e0ng cao, y\u00eau c\u1ea7u \u0111\u1ed1i v\u1edbi c\u00e1ch d\u1ea1y, c\u00e1ch h\u1ecdc v\u00e0 n\u0103ng l\u1ef1c c\u1ee7a ng\u01b0\u1eddi h\u1ecdc c\u00e0ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh t\u01b0\u01a1ng \u1ee9ng.<\/span><\/p>\n

Khi AI tham gia s\u00e2u h\u01a1n, gi\u00e1o d\u1ee5c ph\u1ea3i \u0111\u1ed5i c\u00e1ch d\u1ea1y v\u00e0 \u0111\u00e1nh gi\u00e1<\/b><\/span><\/p>\n

Trong gi\u00e1o d\u1ee5c, gi\u00e1 tr\u1ecb c\u1ee7a AI kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf vi\u1ec7c gi\u00fap th\u1ef1c hi\u1ec7n m\u1ed9t c\u00f4ng vi\u1ec7c nhanh h\u01a1n. Khi c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u v\u00e0o qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o, c\u00e2u h\u1ecfi quan tr\u1ecdng h\u01a1n l\u00e0 <\/span>ph\u1ea7n vi\u1ec7c n\u00e0o c\u00f3 th\u1ec3 giao cho AI v\u00e0 ph\u1ea7n n\u0103ng l\u1ef1c n\u00e0o con ng\u01b0\u1eddi c\u1ea7n ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n.<\/p>\n

TS. Ho\u00e0ng Vi\u1ec7t H\u00e0 \u0111\u1ec1 c\u1eadp kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng <\/span>AI Agent \u2013 t\u00e1c nh\u00e2n AI \u0111\u1ec3 h\u1ed7 tr\u1ee3 nh\u1eefng c\u00f4ng vi\u1ec7c nh\u01b0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, x\u1eed l\u00fd h\u1ed3 s\u01a1 ho\u1eb7c \u0111\u00e1nh gi\u00e1 m\u1ed9t s\u1ed1 kh\u00eda c\u1ea1nh trong ho\u1ea1t \u0111\u1ed9ng gi\u1ea3ng d\u1ea1y. Nh\u1eefng \u1ee9ng d\u1ee5ng nh\u01b0 v\u1eady c\u00f3 th\u1ec3 gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i, qua \u0111\u00f3 d\u00e0nh th\u00eam ngu\u1ed3n l\u1ef1c cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ea7n chuy\u00ean m\u00f4n, t\u01b0\u01a1ng t\u00e1c v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/span><\/p>\n

\u201cKhi AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 sinh vi\u00ean ho\u00e0n th\u00e0nh nhi\u1ec1u ph\u1ea7n vi\u1ec7c, gi\u00e1o d\u1ee5c c\u1ea7n quan t\u00e2m nhi\u1ec1u h\u01a1n \u0111\u1ebfn c\u00e1ch ng\u01b0\u1eddi h\u1ecdc t\u01b0 duy, ki\u1ec3m ch\u1ee9ng k\u1ebft qu\u1ea3 v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1\u201d<\/i>, TS. Ho\u00e0ng Vi\u1ec7t H\u00e0 cho bi\u1ebft.<\/p>\n

AI hi\u1ec7n c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ebft n\u1ed9i dung, l\u1eadp tr\u00ecnh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u hay x\u00e2y d\u1ef1ng m\u1ed9t b\u1ea3n tr\u00ecnh b\u00e0y trong th\u1eddi gian ng\u1eafn. Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, ch\u1ec9 nh\u00ecn v\u00e0o s\u1ea3n ph\u1ea9m cu\u1ed1i c\u00f9ng s\u1ebd ng\u00e0y c\u00e0ng kh\u00f3 ph\u1ea3n \u00e1nh \u0111\u1ea7y \u0111\u1ee7 n\u0103ng l\u1ef1c c\u1ee7a sinh vi\u00ean.<\/p>\n

M\u1ed9t b\u00e0i vi\u1ebft t\u1ed1t ch\u01b0a ch\u1eafc cho th\u1ea5y ng\u01b0\u1eddi h\u1ecdc hi\u1ec3u v\u1ea5n \u0111\u1ec1 \u0111\u1ebfn \u0111\u00e2u n\u1ebfu ph\u1ea7n l\u1edbn n\u1ed9i dung \u0111\u01b0\u1ee3c AI t\u1ea1o ra. M\u1ed9t \u0111o\u1ea1n m\u00e3 ch\u1ea1y \u0111\u00fang c\u0169ng ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c n\u1ebfu sinh vi\u00ean kh\u00f4ng th\u1ec3 gi\u1ea3i th\u00edch logic, ph\u00e1t hi\u1ec7n l\u1ed7i hay \u0111i\u1ec1u ch\u1ec9nh gi\u1ea3i ph\u00e1p khi \u0111i\u1ec1u ki\u1ec7n b\u00e0i to\u00e1n thay \u0111\u1ed5i.<\/p>\n

V\u00ec v\u1eady, tr\u1ecdng t\u00e2m \u0111\u00e1nh gi\u00e1 c\u00f3 th\u1ec3 c\u1ea7n d\u1ecbch chuy\u1ec3n nhi\u1ec1u h\u01a1n v\u1ec1 qu\u00e1 tr\u00ecnh h\u00ecnh th\u00e0nh s\u1ea3n ph\u1ea9m: sinh vi\u00ean x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 nh\u01b0 th\u1ebf n\u00e0o, l\u1ef1a ch\u1ecdn d\u1eef li\u1ec7u n\u00e0o, s\u1eed d\u1ee5ng AI \u1edf c\u00f4ng \u0111o\u1ea1n n\u00e0o, ki\u1ec3m ch\u1ee9ng k\u1ebft qu\u1ea3 ra sao v\u00e0 d\u1ef1a tr\u00ean c\u01a1 s\u1edf n\u00e0o \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng.<\/p>\n

M\u1ed9t nhi\u1ec7m v\u1ee5 h\u1ecdc t\u1eadp trong b\u1ed1i c\u1ea3nh m\u1edbi, ch\u1eb3ng h\u1ea1n, c\u00f3 th\u1ec3 y\u00eau c\u1ea7u ng\u01b0\u1eddi h\u1ecdc tr\u00ecnh b\u00e0y r\u00f5 c\u00e1ch s\u1eed d\u1ee5ng AI, nh\u1eadn di\u1ec7n nh\u1eefng th\u00f4ng tin c\u1ea7n ki\u1ec3m ch\u1ee9ng, \u0111\u00e1nh gi\u00e1 gi\u1edbi h\u1ea1n c\u1ee7a k\u1ebft qu\u1ea3 v\u00e0 b\u1ea3o v\u1ec7 ph\u01b0\u01a1ng \u00e1n b\u1eb1ng l\u1eadp lu\u1eadn c\u1ee7a ch\u00ednh m\u00ecnh.<\/p>\n

Theo c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y, AI v\u1eabn l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a qu\u00e1 tr\u00ecnh h\u1ecdc nh\u01b0ng kh\u00f4ng thay th\u1ebf y\u00eau c\u1ea7u v\u1ec1 t\u01b0 duy v\u00e0 chuy\u00ean m\u00f4n.<\/p>\n

Khi c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 t\u1ea1o ra s\u1ea3n ph\u1ea9m ng\u00e0y c\u00e0ng nhanh, c\u00e2u h\u1ecfi c\u1ee7a gi\u00e1o d\u1ee5c v\u00ec th\u1ebf c\u0169ng thay \u0111\u1ed5i: sinh vi\u00ean kh\u00f4ng ch\u1ec9 t\u1ea1o ra \u0111\u01b0\u1ee3c g\u00ec, m\u00e0 c\u00f2n ph\u1ea3i ch\u1ee9ng minh m\u00ecnh hi\u1ec3u v\u1ea5n \u0111\u1ec1, ki\u1ec3m so\u00e1t c\u00f4ng c\u1ee5 v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1edbi k\u1ebft qu\u1ea3 nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n

\"Gi\u1ea3ng
Gi\u1ea3ng vi\u00ean v\u00e0 sinh vi\u00ean Asia University Program trao \u0111\u1ed5i trong ho\u1ea1t \u0111\u1ed9ng h\u1ecdc t\u1eadp \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7, h\u01b0\u1edbng t\u1edbi ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c AI g\u1eafn v\u1edbi th\u1ef1c ti\u1ec5n<\/figcaption><\/figure>\n

Chu\u1ea9n b\u1ecb n\u0103ng l\u1ef1c cho sinh vi\u00ean khi AI \u0111i s\u00e2u v\u00e0o c\u00f4ng vi\u1ec7c<\/b><\/span><\/p>\n

Khung 5 c\u1ea5p \u0111\u1ed9 c\u0169ng \u0111\u1eb7t ra m\u1ed9t y\u00eau c\u1ea7u kh\u00e1c \u0111\u1ed1i v\u1edbi c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc: n\u1ebfu AI ng\u00e0y c\u00e0ng tham gia s\u00e2u v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a doanh nghi\u1ec7p, sinh vi\u00ean c\u1ea7n \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb \u0111\u1ec3 \u0111i xa h\u01a1n vi\u1ec7c th\u00e0nh th\u1ea1o m\u1ed9t v\u00e0i c\u00f4ng c\u1ee5 \u0111ang ph\u1ed5 bi\u1ebfn \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i.<\/p>\n

\u0110i\u1ec1u quan tr\u1ecdng l\u00e0 h\u00ecnh th\u00e0nh kh\u1ea3 n\u0103ng hi\u1ec3u b\u1ea3n ch\u1ea5t v\u1ea5n \u0111\u1ec1, l\u1ef1a ch\u1ecdn c\u00f4ng ngh\u1ec7 ph\u00f9 h\u1ee3p, ki\u1ec3m ch\u1ee9ng \u0111\u1ea7u ra v\u00e0 \u0111\u01b0a AI v\u00e0o gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n c\u1ee5 th\u1ec3.<\/p>\n

T\u1ea1i Asia University Program, \u0111\u1ecbnh h\u01b0\u1edbng n\u00e0y \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua c\u00e1ch t\u1ed5 ch\u1ee9c h\u1ecdc t\u1eadp g\u1eafn v\u1edbi th\u1ef1c h\u00e0nh, d\u1ef1 \u00e1n v\u00e0 c\u00e1c t\u00ecnh hu\u1ed1ng th\u1ef1c t\u1ebf. AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 sinh vi\u00ean trong qu\u00e1 tr\u00ecnh nghi\u00ean c\u1ee9u, l\u1eadp tr\u00ecnh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u ho\u1eb7c ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p, nh\u01b0ng ng\u01b0\u1eddi h\u1ecdc v\u1eabn c\u1ea7n gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c m\u00ecnh \u0111ang gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 g\u00ec, v\u00ec sao l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n \u0111\u00f3 v\u00e0 k\u1ebft qu\u1ea3 c\u00f3 \u0111\u00e1ng tin c\u1eady hay kh\u00f4ng.<\/p>\n

V\u1edbi ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i Asia University Program<\/a>, y\u00eau c\u1ea7u n\u00e0y \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n s\u00e2u h\u01a1n qua ba h\u01b0\u1edbng g\u1ed3m C\u00f4ng ngh\u1ec7 AI, \u1ee8ng d\u1ee5ng AI v\u00e0 AI trong kinh doanh.<\/p>\n

L\u1ed9 tr\u00ecnh h\u1ecdc b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng n\u1ec1n t\u1ea3ng nh\u01b0 l\u1eadp tr\u00ecnh, nh\u1eadp m\u00f4n AI v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u, sau \u0111\u00f3 m\u1edf r\u1ed9ng sang h\u1ecdc m\u00e1y, h\u1ecdc s\u00e2u, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, d\u1eef li\u1ec7u l\u1edbn, Internet v\u1ea1n v\u1eadt v\u00e0 AI t\u1ea1o sinh. \u1ede nh\u1eefng giai \u0111o\u1ea1n chuy\u00ean s\u00e2u h\u01a1n, sinh vi\u00ean ti\u1ebfp c\u1eadn c\u00e1c n\u1ed9i dung g\u1eafn v\u1edbi b\u1ed1i c\u1ea3nh \u1ee9ng d\u1ee5ng nh\u01b0 x\u1eed l\u00fd h\u00ecnh \u1ea3nh, kinh doanh th\u00f4ng minh, th\u01b0\u01a1ng m\u1ea1i AI, tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u00e0 th\u1ef1c t\u1eadp doanh nghi\u1ec7p.<\/p>\n

C\u1ea5u tr\u00fac n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi h\u1ecdc ti\u1ebfp c\u1eadn AI \u1edf nhi\u1ec1u l\u1edbp: hi\u1ec3u c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng nh\u01b0 th\u1ebf n\u00e0o, bi\u1ebft \u0111\u01b0a c\u00f4ng ngh\u1ec7 v\u00e0o gi\u1ea3i quy\u1ebft m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u00e0 nh\u1eadn di\u1ec7n c\u00e1ch AI t\u1ea1o ra gi\u00e1 tr\u1ecb trong ho\u1ea1t \u0111\u1ed9ng th\u1ef1c t\u1ebf.<\/p>\n

\u0110\u00e2y c\u0169ng l\u00e0 \u0111i\u1ec3m quan tr\u1ecdng khi nh\u00ecn l\u1ea1i 5 c\u1ea5p \u0111\u1ed9 chuy\u1ec3n \u0111\u1ed5i AI. \u1ede nh\u1eefng c\u1ea5p \u0111\u1ed9 \u0111\u1ea7u, con ng\u01b0\u1eddi c\u00f3 th\u1ec3 ch\u1ee7 y\u1ebfu c\u1ea7n bi\u1ebft s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5. Nh\u01b0ng khi AI ti\u1ebfn s\u00e2u h\u01a1n v\u00e0o quy tr\u00ecnh v\u00e0 c\u00e1ch v\u1eadn h\u00e0nh c\u1ee7a t\u1ed5 ch\u1ee9c, n\u0103ng l\u1ef1c c\u1ea7n thi\u1ebft c\u0169ng m\u1edf r\u1ed9ng sang thi\u1ebft k\u1ebf b\u00e0i to\u00e1n, ph\u1ed1i h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng AI, \u0111\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3 v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n

V\u00ec v\u1eady, chu\u1ea9n b\u1ecb nh\u00e2n l\u1ef1c cho th\u1eddi AI kh\u00f4ng th\u1ec3 ch\u1ec9 l\u00e0 d\u1ea1y sinh vi\u00ean s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 nhanh h\u01a1n. Khi nh\u1eefng thao t\u00e1c k\u1ef9 thu\u1eadt ng\u00e0y c\u00e0ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 ho\u1eb7c t\u1ef1 \u0111\u1ed9ng h\u00f3a, l\u1ee3i th\u1ebf c\u1ee7a ng\u01b0\u1eddi h\u1ecdc s\u1ebd n\u1eb1m nhi\u1ec1u h\u01a1n \u1edf kh\u1ea3 n\u0103ng hi\u1ec3u v\u1ea5n \u0111\u1ec1, l\u00e0m ch\u1ee7 c\u00f4ng c\u1ee5, k\u1ebft n\u1ed1i ki\u1ebfn th\u1ee9c v\u1edbi th\u1ef1c ti\u1ec5n v\u00e0 \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh c\u00f3 c\u01a1 s\u1edf.<\/p>\n

\u0110\u00f3 c\u0169ng l\u00e0 \u0111i\u1ec3m m\u00e0 gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc c\u1ea7n ti\u1ebfp t\u1ee5c thay \u0111\u1ed5i khi AI \u0111i t\u1eeb m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n ng\u00e0y c\u00e0ng s\u00e2u c\u1ee7a m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp v\u00e0 l\u00e0m vi\u1ec7c.<\/p>\n

L\u00ea Hi\u1ec1n<\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

T\u1eeb vi\u1ec7c s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 ri\u00eang l\u1ebb \u0111\u1ebfn t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 v\u00e0o quy tr\u00ecnh v\u00e0 ti\u1ebfn t\u1edbi v\u1eadn h\u00e0nh, m\u1ed7i c\u1ea5p \u0111\u1ed9 chuy\u1ec3n \u0111\u1ed5i \u0111\u1eb7t ra m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c nhau \u0111\u1ed1i v\u1edbi con ng\u01b0\u1eddi v\u00e0 t\u1ed5 ch\u1ee9c.\u00a0<\/span><\/p>\n","protected":false},"author":4,"featured_media":39828,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,17],"tags":[586,587,70],"class_list":["post-39825","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-tin-tuc-chung","tag-chuyen-doi-ai","tag-giao-duc-dai-hoc","tag-nganh-tri-tue-nhan-tao","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=39825"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39825\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/39828"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=39825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=39825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=39825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}