{"id":37626,"date":"2026-01-06T10:11:32","date_gmt":"2026-01-06T03:11:32","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=37626"},"modified":"2026-03-09T16:02:24","modified_gmt":"2026-03-09T09:02:24","slug":"nganh-tri-tue-nhan-tao-hoc-gi-trong-4-nam-dai-hoc","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/nganh-tri-tue-nhan-tao-hoc-gi-trong-4-nam-dai-hoc\/","title":{"rendered":"Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: H\u1ecdc g\u00ec trong 4 n\u0103m \u0111\u1ea1i h\u1ecdc?"},"content":{"rendered":"

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta s\u1ed1ng v\u00e0 l\u00e0m vi\u1ec7c. T\u1eeb tr\u1ee3 l\u00fd \u1ea3o tr\u00ean \u0111i\u1ec7n tho\u1ea1i, h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd phim tr\u00ean Netflix, \u0111\u1ebfn xe t\u1ef1 l\u00e1i hay ch\u1ea9n \u0111o\u00e1n b\u1ec7nh th\u00f4ng qua h\u00ecnh \u1ea3nh y khoa, AI \u0111\u00e3 len l\u1ecfi v\u00e0o m\u1ecdi ng\u00f3c ng\u00e1ch cu\u1ed9c s\u1ed1ng. Ch\u00ednh v\u00ec v\u1eady, ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn ngh\u1ec1 nghi\u1ec7p h\u00e0ng \u0111\u1ea7u c\u1ee7a th\u1ebf h\u1ec7 tr\u1ebb hi\u1ec7n nay.<\/span><\/p>\n

Nh\u01b0ng li\u1ec7u b\u1ea1n c\u00f3 th\u1ef1c s\u1ef1 hi\u1ec3u m\u00ecnh s\u1ebd h\u1ecdc nh\u1eefng g\u00ec trong 4 n\u0103m \u0111\u1ea1i h\u1ecdc ng\u00e0nh n\u00e0y? H\u00e3y c\u00f9ng kh\u00e1m ph\u00e1 chi ti\u1ebft l\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o \u0111\u1ec3 c\u00f3 c\u00e1i nh\u00ecn r\u00f5 r\u00e0ng nh\u1ea5t v\u1ec1 h\u00e0nh tr\u00ecnh chinh ph\u1ee5c AI.<\/span><\/p>\n

T\u1ea1i sao n\u00ean ch\u1ecdn h\u1ecdc ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u0103m 2026?<\/b><\/h2>\n

Th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u \u0111ang thi\u1ebfu h\u1ee5t tr\u1ea7m tr\u1ecdng nh\u00e2n l\u1ef1c AI. Theo b\u00e1o c\u00e1o c\u1ee7a LinkedIn, c\u00e1c v\u1ecb tr\u00ed li\u00ean quan \u0111\u1ebfn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u0103ng tr\u01b0\u1edfng g\u1ea5p 3 l\u1ea7n so v\u1edbi m\u1ee9c trung b\u00ecnh c\u1ee7a c\u00e1c ng\u00e0nh kh\u00e1c. T\u1ea1i Vi\u1ec7t Nam, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1 AI c\u0169ng t\u0103ng v\u1ecdt v\u1edbi m\u1ee9c l\u01b0\u01a1ng kh\u1edfi \u0111i\u1ec3m h\u1ea5p d\u1eabn t\u1eeb 15 \u0111\u1ebfn 25 tri\u1ec7u \u0111\u1ed3ng cho sinh vi\u00ean m\u1edbi ra tr\u01b0\u1eddng.<\/span><\/p>\n

\u0110i\u1ec1u \u0111\u1eb7c bi\u1ec7t l\u00e0 AI kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n trong m\u1ed9t l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3. Sinh vi\u00ean t\u1ed1t nghi\u1ec7p c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c trong y t\u1ebf, t\u00e0i ch\u00ednh, gi\u00e1o d\u1ee5c, s\u1ea3n xu\u1ea5t, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed hay b\u1ea5t k\u1ef3 ng\u00e0nh n\u00e0o \u0111ang chuy\u1ec3n \u0111\u1ed5i s\u1ed1. S\u1ef1 \u0111a d\u1ea1ng n\u00e0y mang \u0111\u1ebfn v\u00f4 v\u00e0n c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p theo \u0111\u00fang \u0111am m\u00ea c\u1ee7a b\u1ea1n.<\/span><\/p>\n

\"Ng\u00e0nh
Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang m\u1edf ra k\u1ef7 nguy\u00ean m\u1edbi v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u1ed9t ph\u00e1 trong y t\u1ebf, giao th\u00f4ng v\u00e0 \u0111\u1eddi s\u1ed1ng<\/figcaption><\/figure>\n

Ng\u00e0nh AI kh\u00e1c g\u00ec Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 C\u00f4ng ngh\u1ec7 th\u00f4ng tin?<\/b><\/h2>\n

Nhi\u1ec1u b\u1ea1n tr\u1ebb th\u01b0\u1eddng nh\u1ea7m l\u1eabn gi\u1eefa AI, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 C\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng. Th\u1ef1c t\u1ebf, ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1eadp trung s\u00e2u v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi v\u00e0 ra quy\u1ebft \u0111\u1ecbnh nh\u01b0 con ng\u01b0\u1eddi. B\u1ea1n s\u1ebd nghi\u00ean c\u1ee9u c\u00e1ch m\u00e1y m\u00f3c nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng hay th\u1eadm ch\u00ed s\u00e1ng t\u1ea1o ngh\u1ec7 thu\u1eadt.<\/span><\/p>\n

Khoa h\u1ecdc d\u1eef li\u1ec7u t\u1eadp trung nhi\u1ec1u h\u01a1n v\u00e0o ph\u00e2n t\u00edch v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb d\u1eef li\u1ec7u l\u1edbn, c\u00f2n C\u00f4ng ngh\u1ec7 th\u00f4ng tin c\u00f3 ph\u1ea1m vi r\u1ed9ng h\u01a1n bao g\u1ed3m ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, qu\u1ea3n tr\u1ecb h\u1ec7 th\u1ed1ng v\u00e0 m\u1ea1ng m\u00e1y t\u00ednh. Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u1eb1m \u1edf giao \u0111i\u1ec3m c\u1ee7a c\u1ea3 ba l\u0129nh v\u1ef1c nh\u01b0ng \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u1ec1 to\u00e1n h\u1ecdc, thu\u1eadt to\u00e1n v\u00e0 kh\u1ea3 n\u0103ng t\u01b0 duy s\u00e1ng t\u1ea1o \u0111\u1eb7c th\u00f9.<\/span><\/p>\n

L\u1ed9 tr\u00ecnh 4 n\u0103m \u0111\u1ea1i h\u1ecdc: T\u1eeb t\u01b0 duy n\u1ec1n t\u1ea3ng \u0111\u1ebfn th\u1ef1c chi\u1ebfn doanh nghi\u1ec7p<\/b><\/h2>\n

D\u01b0\u1edbi \u0111\u00e2y l\u00e0 l\u1ed9 tr\u00ecnh \u0111i\u1ec3n h\u00ecnh t\u1ea1i c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc h\u00e0ng \u0111\u1ea7u, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u00e0o t\u1ea1o t\u1eeb m\u1ed9t h\u1ecdc sinh th\u00e0nh chuy\u00ean gia c\u00f4ng ngh\u1ec7.<\/p>\n

N\u0103m 1 v\u00e0 2: X\u00e2y d\u1ef1ng t\u01b0 duy To\u00e1n h\u1ecdc v\u00e0 Nh\u1eadp m\u00f4n c\u00f4ng ngh\u1ec7<\/b><\/h3>\n

Giai \u0111o\u1ea1n \u0111\u1ea7u ti\u00ean l\u00e0 th\u1eddi gian \u0111\u1ec3 sinh vi\u00ean x\u00e2y d\u1ef1ng n\u1ec1n m\u00f3ng. Thay v\u00ec v\u1ed9i v\u00e0ng ch\u1ebf t\u1ea1o robot, ng\u01b0\u1eddi h\u1ecdc c\u1ea7n t\u1eadp trung ph\u00e1t tri\u1ec3n t\u01b0 duy logic.<\/span><\/p>\n

Tr\u1ecdng t\u00e2m c\u1ee7a hai n\u0103m \u0111\u1ea7u l\u00e0 kh\u1ed1i ki\u1ebfn th\u1ee9c To\u00e1n h\u1ecdc cho AI bao g\u1ed3m \u0110\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, X\u00e1c su\u1ea5t th\u1ed1ng k\u00ea v\u00e0 Gi\u1ea3i t\u00edch. \u0110\u1eebng v\u1ed9i n\u1ea3n l\u00f2ng v\u00ec nh\u1eefng con s\u1ed1 kh\u00f4 khan, b\u1edfi \u0111\u00e2y ch\u00ednh l\u00e0 ng\u00f4n ng\u1eef gi\u00fap b\u1ea1n hi\u1ec3u c\u00e1ch m\u1ed9t thu\u1eadt to\u00e1n v\u1eadn h\u00e0nh b\u00ean trong. Song song \u0111\u00f3, sinh vi\u00ean s\u1ebd l\u00e0m quen v\u1edbi c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ch\u1ee7 \u0111\u1ea1o nh\u01b0 Python, C++, Java v\u00e0 c\u00e1c m\u00f4n c\u01a1 s\u1edf nh\u01b0 C\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 gi\u1ea3i thu\u1eadt.<\/span><\/p>\n

T\u1ea1i c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh chu\u1ea9n qu\u1ed1c t\u1ebf nh\u01b0 Asia University Vietnam, giai \u0111o\u1ea1n n\u00e0y c\u00f2n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 sinh vi\u00ean ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng m\u1ec1m v\u00e0 ngo\u1ea1i ng\u1eef. Vi\u1ec7c trang b\u1ecb ti\u1ebfng Anh chuy\u00ean ng\u00e0nh ngay t\u1eeb n\u0103m nh\u1ea5t l\u00e0 b\u01b0\u1edbc \u0111\u1ec7m quan tr\u1ecdng gi\u00fap sinh vi\u00ean d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn c\u00e1c t\u00e0i li\u1ec7u c\u00f4ng ngh\u1ec7 c\u1eadp nh\u1eadt nh\u1ea5t c\u1ee7a th\u1ebf gi\u1edbi, s\u1eb5n s\u00e0ng cho h\u00e0nh tr\u00ecnh h\u1ed9i nh\u1eadp to\u00e0n c\u1ea7u.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i Asia University Vietnam \u0111\u01b0\u1ee3c trang b\u1ecb n\u1ec1n t\u1ea3ng ngo\u1ea1i ng\u1eef v\u00e0 k\u1ef9 n\u0103ng m\u1ec1m v\u1eefng ch\u1eafc ngay t\u1eeb n\u0103m nh\u1ea5t<\/figcaption><\/figure>\n

N\u0103m 3: Chinh ph\u1ee5c c\u00f4ng ngh\u1ec7 l\u00f5i v\u00e0 b\u1eaft k\u1ecbp xu h\u01b0\u1edbng<\/b><\/h3>\n

N\u0103m th\u1ee9 ba l\u00e0 th\u1eddi \u0111i\u1ec3m sinh vi\u00ean th\u1ef1c s\u1ef1 \u0111i s\u00e2u v\u00e0o th\u1ebf gi\u1edbi c\u1ee7a tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o. B\u1ea1n s\u1ebd r\u1eddi xa c\u00e1c l\u00fd thuy\u1ebft c\u01a1 b\u1ea3n \u0111\u1ec3 ti\u1ebfp c\u1eadn nh\u1eefng c\u00f4ng ngh\u1ec7 \u0111ang d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng.<\/span><\/p>\n

N\u1ed9i dung h\u1ecdc t\u1eadp s\u1ebd xoay quanh c\u00e1c tr\u1ee5 c\u1ed9t ch\u00ednh:<\/span><\/p>\n