{"id":5539,"date":"2026-02-28T04:00:00","date_gmt":"2026-02-27T21:00:00","guid":{"rendered":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/?p=5539"},"modified":"2026-03-16T10:50:02","modified_gmt":"2026-03-16T03:50:02","slug":"nganh-tri-tue-nhan-tao-hoc-truong-nao-tai-tphcm","status":"publish","type":"post","link":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/nganh-tri-tue-nhan-tao-hoc-truong-nao-tai-tphcm\/","title":{"rendered":"Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc tr\u01b0\u1eddng n\u00e0o t\u1ea1i TPHCM?"},"content":{"rendered":"\n

Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence \u2013 AI) \u0111ang tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 quan tr\u1ecdng nh\u1ea5t c\u1ee7a th\u1eddi \u0111\u1ea1i s\u1ed1. T\u1eeb nh\u1eefng tr\u1ee3 l\u00fd \u1ea3o th\u00f4ng minh, h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd n\u1ed9i dung tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i \u0111\u1ebfn c\u00e1c \u1ee9ng d\u1ee5ng trong y t\u1ebf, t\u00e0i ch\u00ednh hay giao th\u00f4ng, AI \u0111ang t\u1eebng ng\u00e0y thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c, h\u1ecdc t\u1eadp v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi.<\/strong><\/p>\n\n\n\n

Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng ch\u1ec9 m\u1edf ra nh\u1eefng b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong khoa h\u1ecdc \u2013 c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n t\u1ea1o ra nhu c\u1ea7u nh\u00e2n l\u1ef1c r\u1ea5t l\u1edbn tr\u00ean to\u00e0n c\u1ea7u. Nh\u1edd kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u v\u00e0 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t, c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111ang g\u00f3p ph\u1ea7n th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng trong nhi\u1ec1u l\u0129nh v\u1ef1c c\u1ee7a \u0111\u1eddi s\u1ed1ng v\u00e0 kinh t\u1ebf.<\/p>\n\n\n\n

B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec<\/strong>, n\u1ed9i dung \u0111\u00e0o t\u1ea1o, k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ebfn nh\u1eefng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p h\u1ea5p d\u1eabn sau khi t\u1ed1t nghi\u1ec7p. Qua \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 h\u00ecnh dung r\u00f5 h\u01a1n con \u0111\u01b0\u1eddng h\u1ecdc t\u1eadp v\u00e0 ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n c\u1ee7a m\u1ed9t trong nh\u1eefng ng\u00e0nh c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 gi\u00e0u tri\u1ec3n v\u1ecdng trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

T\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/h2>\n\n\n\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence \u2013 AI)<\/strong> l\u00e0 ng\u00e0nh khoa h\u1ecdc m\u00e1y t\u00ednh nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng m\u00f4 ph\u1ecfng tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi, bao g\u1ed3m kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp, suy lu\u1eadn, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh, x\u1eed l\u00fd ng\u00f4n ng\u1eef v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n

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Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/figcaption><\/figure>\n\n\n\n

>>>Xem th\u00eam: Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen <\/a><\/em><\/strong><\/p>\n\n\n\n

Theo b\u00e1o c\u00e1o c\u1ee7a \u0110\u1ea1i h\u1ecdc Stanford trong \u201cAI Index Report\u201d, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng ch\u1ec9 gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong chuy\u1ec3n \u0111\u1ed5i s\u1ed1 to\u00e0n c\u1ea7u. AI \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi s\u1ed1.<\/p>\n\n\n\n

Hi\u1ec7n nay, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c c\u1ee7a \u0111\u1eddi s\u1ed1ng:<\/p>\n\n\n\n

    \n
  1. Y t\u1ebf<\/strong>: H\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa, ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh \u00e1n, d\u1ef1 b\u00e1o nguy c\u01a1 b\u1ec7nh t\u1eadt v\u00e0 c\u00e1 nh\u00e2n h\u00f3a ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb.<\/li>\n\n\n\n
  2. Gi\u00e1o d\u1ee5c<\/strong>: Ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng h\u1ecdc t\u1eadp th\u00f4ng minh, c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung theo n\u0103ng l\u1ef1c h\u1ecdc sinh, v\u00e0 h\u1ed7 tr\u1ee3 ch\u1ea5m \u0111i\u1ec3m t\u1ef1 \u0111\u1ed9ng.<\/li>\n\n\n\n
  3.  Doanh nghi\u1ec7p<\/strong>: T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, ph\u00e2n t\u00edch h\u00e0nh vi ng\u01b0\u1eddi ti\u00eau d\u00f9ng, h\u1ed7 tr\u1ee3 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng 24\/7 b\u1eb1ng chatbot th\u00f4ng minh.<\/li>\n\n\n\n
  4. Giao th\u00f4ng<\/strong>: \u1ee8ng d\u1ee5ng trong c\u00f4ng ngh\u1ec7 xe t\u1ef1 l\u00e1i, qu\u1ea3n l\u00fd giao th\u00f4ng \u0111\u00f4 th\u1ecb th\u00f4ng minh v\u00e0 h\u1ec7 th\u1ed1ng d\u1ef1 b\u00e1o l\u01b0u l\u01b0\u1ee3ng.<\/li>\n\n\n\n
  5. Gi\u1ea3i tr\u00ed v\u00e0 truy\u1ec1n th\u00f4ng<\/strong>: G\u1ee3i \u00fd n\u1ed9i dung tr\u00ean n\u1ec1n t\u1ea3ng s\u1ed1, x\u1eed l\u00fd video, \u00e2m thanh, v\u00e0 t\u1ea1o n\u1ed9i dung b\u1eb1ng AI.<\/li>\n<\/ol>\n\n\n\n
    \"\"<\/figure>\n\n\n\n

    V\u1edbi t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadc c\u1ee7a c\u00f4ng ngh\u1ec7, AI \u0111ang tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng ng\u00e0nh c\u00f3 ti\u1ec1m n\u0103ng l\u1edbn nh\u1ea5t trong t\u01b0\u01a1ng lai. C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u nh\u01b0 Google, Microsoft, Amazon \u0111\u1ec1u \u0111ang \u0111\u1ea7u t\u01b0 m\u1ea1nh v\u00e0o AI \u0111\u1ec3 t\u1ea1o ra nh\u1eefng s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 \u0111\u1ed9t ph\u00e1.<\/p>\n\n\n\n

    Do \u0111\u00f3, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu h\u01b0\u1edbng m\u00e0 \u0111ang tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o, ph\u00e1t tri\u1ec3n kinh t\u1ebf v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng trong k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n\n\n\n

    Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc nh\u1eefng m\u00f4n g\u00ec?<\/h2>\n\n\n\n

    Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc th\u01b0\u1eddng k\u00e9o d\u00e0i t\u1eeb 3,5 \u0111\u1ebfn 4 n\u0103m, cung c\u1ea5p cho sinh vi\u00ean n\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c v\u1eefng ch\u1eafc v\u1ec1 khoa h\u1ecdc m\u00e1y t\u00ednh, to\u00e1n h\u1ecdc, v\u00e0 c\u00e1c thu\u1eadt to\u00e1n m\u00f4 ph\u1ecfng tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi. Sinh vi\u00ean kh\u00f4ng ch\u1ec9 h\u1ecdc v\u1ec1 l\u00fd thuy\u1ebft m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c r\u00e8n luy\u1ec7n kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng AI v\u00e0o c\u00e1c l\u0129nh v\u1ef1c th\u1ef1c ti\u1ec5n nh\u01b0 y t\u1ebf, gi\u00e1o d\u1ee5c, t\u00e0i ch\u00ednh, v\u00e0 s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

    \"\"
    Sinh vi\u00ean Khoa C\u00f4ng ngh\u1ec7 HSU trao \u0111\u1ed5i tr\u1ef1c ti\u1ebfp c\u00f9ng gi\u1ea3ng vi\u00ean<\/figcaption><\/figure>\n\n\n\n
      \n
    1. Ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng<\/strong>: Tr\u01b0\u1edbc khi ti\u1ebfp c\u1eadn v\u1edbi c\u00e1c k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u, sinh vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c h\u1ecdc c\u00e1c m\u00f4n \u0111\u1ea1i c\u01b0\u01a1ng gi\u00fap ph\u00e1t tri\u1ec3n t\u01b0 duy logic, k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh v\u00e0 hi\u1ec3u bi\u1ebft t\u1ed5ng quan v\u1ec1 c\u00f4ng ngh\u1ec7: Nh\u1eadp m\u00f4n Khoa h\u1ecdc m\u00e1y t\u00ednh; To\u00e1n cao c\u1ea5p (Gi\u1ea3i t\u00edch, \u0110\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh); X\u00e1c su\u1ea5t \u2013 Th\u1ed1ng k\u00ea: L\u1eadp tr\u00ecnh c\u01a1 b\u1ea3n (C++, Python): C\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 Gi\u1ea3i thu\u1eadt<\/li>\n\n\n\n
    2. C\u00e1c m\u00f4n chuy\u00ean ng\u00e0nh c\u1ed1t l\u00f5i<\/strong>: \u0110\u00e2y l\u00e0 nh\u1eefng h\u1ecdc ph\u1ea7n trung t\u00e2m, gi\u00fap sinh vi\u00ean hi\u1ec3u r\u00f5 c\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh: H\u1ecdc m\u00e1y (Machine Learning); H\u1ecdc s\u00e2u (Deep Learning); X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP); Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision); M\u1ea1ng n\u01a1-ron nh\u00e2n t\u1ea1o; \u0110\u1ea1o \u0111\u1ee9c v\u00e0 ph\u00e1p l\u00fd trong AI<\/li>\n\n\n\n
    3. C\u00e1c m\u00f4n \u1ee9ng d\u1ee5ng<\/strong>: Sinh vi\u00ean \u0111\u01b0\u1ee3c h\u1ecdc c\u00e1ch \u1ee9ng d\u1ee5ng AI trong c\u00e1c l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3, th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n m\u00f4 ph\u1ecfng v\u00e0 b\u00e0i t\u1eadp th\u1ef1c h\u00e0nh: AI trong y t\u1ebf; AI trong t\u00e0i ch\u00ednh v\u00e0 ng\u00e2n h\u00e0ng; AI trong s\u1ea3n xu\u1ea5t v\u00e0 chu\u1ed7i cung \u1ee9ng; Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data Analytics); Ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng th\u00f4ng minh (Smart Apps)<\/li>\n\n\n\n
    4. Th\u1ef1c t\u1eadp v\u00e0 nghi\u00ean c\u1ee9u<\/strong>: Ngo\u00e0i c\u00e1c h\u1ecdc ph\u1ea7n l\u00fd thuy\u1ebft v\u00e0 th\u1ef1c h\u00e0nh tr\u00ean l\u1edbp, sinh vi\u00ean s\u1ebd c\u00f3 c\u01a1 h\u1ed9i th\u1ef1c t\u1eadp t\u1ea1i c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7, ph\u00f2ng nghi\u00ean c\u1ee9u ho\u1eb7c startup v\u1ec1 AI. \u0110\u1ed3ng th\u1eddi, sinh vi\u00ean c\u0169ng \u0111\u01b0\u1ee3c tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u khoa h\u1ecdc, gi\u1ea3i b\u00e0i to\u00e1n th\u1ef1c t\u1ebf d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a gi\u1ea3ng vi\u00ean v\u00e0 chuy\u00ean gia trong ng\u00e0nh.<\/li>\n<\/ol>\n\n\n\n

      Top tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ed1t nh\u1ea5t hi\u1ec7n nay<\/h2>\n\n\n\n

      Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence \u2013 AI) \u0111\u01b0\u1ee3c nhi\u1ec1u tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc t\u1ea1i Vi\u1ec7t Nam \u0111\u1ea7u t\u01b0 \u0111\u00e0o t\u1ea1o nh\u1eb1m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u nh\u00e2n l\u1ef1c cho l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 cao. M\u1ed9t s\u1ed1 c\u01a1 s\u1edf gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc c\u00f3 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o li\u00ean quan \u0111\u1ebfn AI, khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y \u0111\u01b0\u1ee3c nhi\u1ec1u th\u00ed sinh quan t\u00e2m c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn:<\/p>\n\n\n\n

      \"\"
      Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc tr\u01b0\u1eddng n\u00e0o t\u1ea1i TP.HCM?<\/figcaption><\/figure>\n\n\n\n

      Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen (HSU)<\/strong>: ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o theo \u0111\u1ecbnh h\u01b0\u1edbng \u1ee9ng d\u1ee5ng, ch\u00fa tr\u1ecdng h\u1ecdc qua d\u1ef1 \u00e1n v\u00e0 tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf. Sinh vi\u00ean c\u00f3 c\u01a1 h\u1ed9i ti\u1ebfp c\u1eadn c\u00e1c n\u1ec1n t\u1ea3ng AI ph\u1ed5 bi\u1ebfn nh\u01b0 Google AI, Microsoft Azure AI Services, IBM Watson v\u00e0 TensorFlow trong qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp.<\/p>\n\n\n\n

      Th\u00f4ng tin li\u00ean h\u1ec7 Trung t\u00e2m tuy\u1ec3n sinh \u2013 Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen:<\/strong><\/p>\n\n\n\n