{"id":5532,"date":"2026-06-04T16:43:00","date_gmt":"2026-06-04T09:43:00","guid":{"rendered":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/?p=5532"},"modified":"2026-07-10T16:50:33","modified_gmt":"2026-07-10T09:50:33","slug":"nganh-tri-tue-nhan-tao-ai","status":"publish","type":"post","link":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/nganh-tri-tue-nhan-tao-ai\/","title":{"rendered":"Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec, h\u1ecdc m\u00f4n g\u00ec, ra tr\u01b0\u1eddng l\u01b0\u01a1ng bao nhi\u00eau?"},"content":{"rendered":"\n

Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/strong> \u0110\u00e2y l\u00e0 c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u h\u1ecdc sinh quan t\u00e2m khi AI \u0111ang tr\u1edf th\u00e0nh c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a cu\u1ed9c C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0. T\u1eeb y t\u1ebf, t\u00e0i ch\u00ednh, s\u1ea3n xu\u1ea5t \u0111\u1ebfn gi\u00e1o d\u1ee5c, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 gi\u1ea3i tr\u00ed, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang g\u00f3p ph\u1ea7n thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c, h\u1ecdc t\u1eadp v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, \u0111\u1ed3ng th\u1eddi m\u1edf ra nhu c\u1ea7u r\u1ea5t l\u1edbn v\u1ec1 ngu\u1ed3n nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao.<\/p>\n\n\n\n

Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng ng\u00e0nh h\u1ecdc \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n nh\u1ea5t hi\u1ec7n nay. V\u1eady ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc g\u00ec, ra tr\u01b0\u1eddng l\u00e0m g\u00ec, m\u1ee9c l\u01b0\u01a1ng c\u00f3 h\u1ea5p d\u1eabn kh\u00f4ng v\u00e0 n\u00ean h\u1ecdc \u1edf \u0111\u00e2u \u0111\u1ec3 c\u00f3 n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc? B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u to\u00e0n di\u1ec7n v\u1ec1 ng\u00e0nh h\u1ecdc \u0111ang d\u1eabn d\u1eaft xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 c\u1ee7a t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/h2>\n\n\n\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence \u2013 AI) l\u00e0 l\u0129nh v\u1ef1c thu\u1ed9c khoa h\u1ecdc m\u00e1y t\u00ednh, t\u1eadp trung 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 m\u1ed9t s\u1ed1 ho\u1ea1t \u0111\u1ed9ng tr\u00ed tu\u1ec7 c\u1ee7a con ng\u01b0\u1eddi nh\u01b0 h\u1ecdc h\u1ecfi, suy lu\u1eadn, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, x\u1eed l\u00fd ng\u00f4n ng\u1eef hay \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n

\"Ng\u00e0nh<\/figure>\n\n\n\n

>>>Tham kh\u1ea3o th\u00eam l\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o: ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0110\u1ea1i h\u1ecdc Hoa Sen<\/a><\/em><\/strong><\/p>\n\n\n\n

Th\u00f4ng qua c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh d\u1eef li\u1ec7u, AI gi\u00fap m\u00e1y m\u00f3c c\u00f3 th\u1ec3 ph\u00e2n t\u00edch th\u00f4ng tin, h\u1ecdc t\u1eeb d\u1eef li\u1ec7u v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t theo th\u1eddi gian. Nh\u1edd \u0111\u00f3, nhi\u1ec1u h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 ng\u00e0y nay c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 con ng\u01b0\u1eddi m\u1edbi l\u00e0m \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n

AI \u0111ang hi\u1ec7n di\u1ec7n trong r\u1ea5t nhi\u1ec1u s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 quen thu\u1ed9c nh\u01b0 tr\u1ee3 l\u00fd \u1ea3o, h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd n\u1ed9i dung tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i, chatbot ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, c\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, xe t\u1ef1 l\u00e1i hay c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong doanh nghi\u1ec7p.<\/p>\n\n\n\n

H\u1ecdc ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ra l\u00e0m g\u00ec?<\/h2>\n\n\n\n

S\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a AI \u0111ang t\u1ea1o ra nhu c\u1ea7u nh\u00e2n l\u1ef1c \u1edf h\u1ea7u h\u1ebft c\u00e1c l\u0129nh v\u1ef1c. Kh\u00f4ng ch\u1ec9 c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7, doanh nghi\u1ec7p t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng, y t\u1ebf, s\u1ea3n xu\u1ea5t, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed hay truy\u1ec1n th\u00f4ng \u0111\u1ec1u \u0111ang \u0111\u1ea9y m\u1ea1nh \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. V\u00ec v\u1eady, sinh vi\u00ean ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 r\u1ea5t nhi\u1ec1u c\u01a1 h\u1ed9i l\u1ef1a ch\u1ecdn c\u00f4ng vi\u1ec7c ngay sau khi t\u1ed1t nghi\u1ec7p. M\u1ed9t s\u1ed1 v\u1ecb tr\u00ed ngh\u1ec1 nghi\u1ec7p ph\u1ed5 bi\u1ebfn g\u1ed3m:<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
    \n
  1. K\u1ef9 s\u01b0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI Engineer):<\/strong> Thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng AI ph\u1ee5c v\u1ee5 doanh nghi\u1ec7p.<\/li>\n\n\n\n
  2. K\u1ef9 s\u01b0 Machine Learning:<\/strong> Ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y gi\u00fap m\u00e1y t\u00ednh t\u1ef1 h\u1ecdc t\u1eeb d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n.<\/li>\n\n\n\n
  3. K\u1ef9 s\u01b0 Deep Learning:<\/strong> X\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh AI x\u1eed l\u00fd h\u00ecnh \u1ea3nh, gi\u1ecdng n\u00f3i, video v\u00e0 d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p.<\/li>\n\n\n\n
  4. Chuy\u00ean vi\u00ean Khoa h\u1ecdc d\u1eef li\u1ec7u (Data Scientist):<\/strong> Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p ra quy\u1ebft \u0111\u1ecbnh.<\/li>\n\n\n\n
  5. K\u1ef9 s\u01b0 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP Engineer):<\/strong> Ph\u00e1t tri\u1ec3n chatbot, tr\u1ee3 l\u00fd \u1ea3o, h\u1ec7 th\u1ed1ng d\u1ecbch thu\u1eadt v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng AI s\u1eed d\u1ee5ng ng\u00f4n ng\u1eef.<\/li>\n\n\n\n
  6. K\u1ef9 s\u01b0 Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision Engineer):<\/strong> X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, camera th\u00f4ng minh, xe t\u1ef1 h\u00e0nh v\u00e0 robot.<\/li>\n\n\n\n
  7. K\u1ef9 s\u01b0 Robot v\u00e0 T\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/strong> K\u1ebft h\u1ee3p AI v\u1edbi robot \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 v\u1eadn h\u00e0nh.<\/li>\n\n\n\n
  8. Chuy\u00ean vi\u00ean AI cho doanh nghi\u1ec7p:<\/strong> T\u01b0 v\u1ea5n, tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd c\u00e1c gi\u1ea3i ph\u00e1p AI trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 t\u00e0i ch\u00ednh, logistics, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, y t\u1ebf hay gi\u00e1o d\u1ee5c.<\/li>\n<\/ol>\n\n\n\n

    Kh\u00f4ng ch\u1ec9 l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7, sinh vi\u00ean AI c\u00f2n c\u00f3 th\u1ec3 gia nh\u1eadp c\u00e1c t\u1eadp \u0111o\u00e0n \u0111a qu\u1ed1c gia, startup c\u00f4ng ngh\u1ec7, ng\u00e2n h\u00e0ng, doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t, trung t\u00e2m nghi\u00ean c\u1ee9u ho\u1eb7c ti\u1ebfp t\u1ee5c h\u1ecdc l\u00ean cao \u0111\u1ec3 theo \u0111u\u1ed5i l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Khi AI ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i, c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p c\u1ee7a ng\u00e0nh n\u00e0y v\u1eabn ti\u1ebfp t\u1ee5c m\u1edf r\u1ed9ng trong nhi\u1ec1u n\u0103m t\u1edbi.<\/p>\n\n\n\n

    M\u1ee9c l\u01b0\u01a1ng ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u00f3 cao kh\u00f4ng?<\/h2>\n\n\n\n

    Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c c\u00f3 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn nh\u1ea5t trong nh\u00f3m ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin hi\u1ec7n nay. Do nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng t\u0103ng nhanh trong khi ngu\u1ed3n nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao c\u00f2n thi\u1ebfu, c\u00e1c doanh nghi\u1ec7p s\u1eb5n s\u00e0ng tr\u1ea3 m\u1ee9c l\u01b0\u01a1ng c\u1ea1nh tranh \u0111\u1ec3 thu h\u00fat k\u1ef9 s\u01b0 AI.<\/p>\n\n\n\n

    \"Ng\u00e0nh<\/figure>\n\n\n\n

    M\u1ee9c thu nh\u1eadp tham kh\u1ea3o c\u1ee7a m\u1ed9t s\u1ed1 v\u1ecb tr\u00ed:<\/p>\n\n\n\n

      \n
    1. Sinh vi\u00ean m\u1edbi t\u1ed1t nghi\u1ec7p:<\/strong> kho\u1ea3ng 15\u201325 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng<\/strong>, t\u00f9y n\u0103ng l\u1ef1c, k\u1ef9 n\u0103ng v\u00e0 doanh nghi\u1ec7p.<\/li>\n\n\n\n
    2. K\u1ef9 s\u01b0 AI c\u00f3 t\u1eeb 2\u20135 n\u0103m kinh nghi\u1ec7m:<\/strong> kho\u1ea3ng 25\u201345 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng<\/strong>.<\/li>\n\n\n\n
    3. Senior AI Engineer, Machine Learning Engineer ho\u1eb7c Data Scientist:<\/strong> c\u00f3 th\u1ec3 \u0111\u1ea1t 50\u201380 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng<\/strong>, th\u1eadm ch\u00ed cao h\u01a1n t\u1ea1i c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 ho\u1eb7c doanh nghi\u1ec7p qu\u1ed1c t\u1ebf.<\/li>\n\n\n\n
    4. Chuy\u00ean gia AI, Technical Lead ho\u1eb7c AI Solution Architect:<\/strong> thu nh\u1eadp c\u00f3 th\u1ec3 l\u00ean t\u1edbi 100 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng ho\u1eb7c cao h\u01a1n<\/strong>, \u0111\u1eb7c bi\u1ec7t khi tham gia c\u00e1c d\u1ef1 \u00e1n AI quy m\u00f4 l\u1edbn ho\u1eb7c l\u00e0m vi\u1ec7c cho doanh nghi\u1ec7p n\u01b0\u1edbc ngo\u00e0i.<\/li>\n<\/ol>\n\n\n\n

      B\u00ean c\u1ea1nh m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn, ng\u01b0\u1eddi h\u1ecdc AI c\u00f2n c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c t\u1eeb xa (remote), tham gia c\u00e1c d\u1ef1 \u00e1n qu\u1ed1c t\u1ebf ho\u1eb7c ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 c\u1ee7a ri\u00eang m\u00ecnh. \u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh ngh\u1ec1 c\u00f3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng nhanh v\u00e0 tri\u1ec3n v\u1ecdng thu nh\u1eadp b\u1ec1n v\u1eefng trong k\u1ef7 nguy\u00ean chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n\n\n\n

      Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 c\u1ea7n gi\u1ecfi To\u00e1n kh\u00f4ng?<\/h2>\n\n\n\n

      \u0110\u00e2y l\u00e0 b\u0103n kho\u0103n c\u1ee7a r\u1ea5t nhi\u1ec1u h\u1ecdc sinh khi t\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong>. C\u00e2u tr\u1ea3 l\u1eddi l\u00e0 c\u00f3 n\u1ec1n t\u1ea3ng To\u00e1n s\u1ebd l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf, nh\u01b0ng b\u1ea1n kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i l\u00e0 “cao th\u1ee7” To\u00e1n m\u1edbi c\u00f3 th\u1ec3 theo h\u1ecdc ng\u00e0nh n\u00e0y<\/strong>.<\/p>\n\n\n\n

      \"Ng\u00e0nh<\/figure>\n\n\n\n

      Trong ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o AI, To\u00e1n h\u1ecdc \u0111\u00f3ng vai tr\u00f2 l\u00e0 n\u1ec1n t\u1ea3ng gi\u00fap sinh vi\u00ean hi\u1ec3u c\u00e1ch c\u00e1c thu\u1eadt to\u00e1n ho\u1ea1t \u0111\u1ed9ng. B\u1ea1n s\u1ebd \u0111\u01b0\u1ee3c h\u1ecdc v\u00e0 t\u1eebng b\u01b0\u1edbc l\u00e0m quen v\u1edbi nh\u1eefng ki\u1ebfn th\u1ee9c nh\u01b0 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea, gi\u1ea3i t\u00edch hay t\u1ed1i \u01b0u h\u00f3a. \u0110\u00e2y \u0111\u1ec1u l\u00e0 nh\u1eefng c\u00f4ng c\u1ee5 quan tr\u1ecdng \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (Machine Learning) v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n\n\n

      Tuy nhi\u00ean, \u0111i\u1ec1u quan tr\u1ecdng h\u01a1n \u0111i\u1ec3m s\u1ed1 m\u00f4n To\u00e1n \u1edf b\u1eadc THPT l\u00e0 t\u01b0 duy logic, kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u1ea5n \u0111\u1ec1 v\u00e0 tinh th\u1ea7n s\u1eb5n s\u00e0ng h\u1ecdc h\u1ecfi<\/strong>. Ph\u1ea7n l\u1edbn sinh vi\u00ean \u0111\u1ec1u \u0111\u01b0\u1ee3c trang b\u1ecb ki\u1ebfn th\u1ee9c t\u1eeb c\u01a1 b\u1ea3n \u0111\u1ebfn n\u00e2ng cao trong qu\u00e1 tr\u00ecnh h\u1ecdc \u0111\u1ea1i h\u1ecdc, v\u00ec v\u1eady n\u1ebfu ch\u0103m ch\u1ec9 v\u00e0 ki\u00ean tr\u00ec, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 theo k\u1ecbp ch\u01b0\u01a1ng tr\u00ecnh.<\/p>\n\n\n\n

      \"Ng\u00e0nh<\/figure>\n\n\n\n

      B\u00ean c\u1ea1nh To\u00e1n, ng\u01b0\u1eddi h\u1ecdc AI c\u00f2n c\u1ea7n r\u00e8n luy\u1ec7n k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, l\u00e0m vi\u1ec7c nh\u00f3m v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc. \u0110\u00e2y \u0111\u1ec1u l\u00e0 nh\u1eefng n\u0103ng l\u1ef1c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n t\u1eebng b\u01b0\u1edbc th\u00f4ng qua c\u00e1c h\u1ecdc ph\u1ea7n, d\u1ef1 \u00e1n th\u1ef1c t\u1ebf v\u00e0 qu\u00e1 tr\u00ecnh tr\u1ea3i nghi\u1ec7m t\u1ea1i tr\u01b0\u1eddng.<\/p>\n\n\n\n

      V\u00ec v\u1eady, n\u1ebfu b\u1ea1n y\u00eau th\u00edch c\u00f4ng ngh\u1ec7, th\u00edch kh\u00e1m ph\u00e1 c\u00e1ch m\u00e1y t\u00ednh c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, \u0111\u1eebng \u0111\u1ec3 n\u1ed7i lo “kh\u00f4ng gi\u1ecfi To\u00e1n” tr\u1edf th\u00e0nh r\u00e0o c\u1ea3n<\/strong>. V\u1edbi m\u1ed9t l\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n c\u00f9ng s\u1ef1 n\u1ed7 l\u1ef1c c\u1ee7a b\u1ea3n th\u00e2n, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 chinh ph\u1ee5c ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 n\u1eafm b\u1eaft nh\u1eefng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p r\u1ed9ng m\u1edf trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

      AI c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi b\u1ea1n kh\u00f4ng? Nh\u1eefng t\u1ed1 ch\u1ea5t c\u1ea7n c\u00f3 \u0111\u1ec3 h\u1ecdc ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n\n\n

      Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> kh\u00f4ng ch\u1ec9 d\u00e0nh cho nh\u1eefng ng\u01b0\u1eddi gi\u1ecfi l\u1eadp tr\u00ecnh hay \u0111\u1ea1t \u0111i\u1ec3m To\u00e1n r\u1ea5t cao. \u0110i\u1ec1u quan tr\u1ecdng h\u01a1n l\u00e0 s\u1ef1 y\u00eau th\u00edch c\u00f4ng ngh\u1ec7, tinh th\u1ea7n ham h\u1ecdc h\u1ecfi v\u00e0 kh\u1ea3 n\u0103ng ki\u00ean tr\u00ec tr\u01b0\u1edbc nh\u1eefng b\u00e0i to\u00e1n m\u1edbi. AI l\u00e0 l\u0129nh v\u1ef1c lu\u00f4n thay \u0111\u1ed5i v\u1edbi t\u1ed1c \u0111\u1ed9 r\u1ea5t nhanh, v\u00ec v\u1eady ng\u01b0\u1eddi h\u1ecdc c\u1ea7n s\u1eb5n s\u00e0ng c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c v\u00e0 kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n b\u1ea3n th\u00e2n.<\/p>\n\n\n\n

      \"Ng\u00e0nh<\/figure>\n\n\n\n

      N\u1ebfu b\u1ea1n c\u00f3 nh\u1eefng t\u1ed1 ch\u1ea5t d\u01b0\u1edbi \u0111\u00e2y, ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p:<\/p>\n\n\n\n

        \n
      1. Y\u00eau th\u00edch c\u00f4ng ngh\u1ec7 v\u00e0 kh\u00e1m ph\u00e1 nh\u1eefng \u0111i\u1ec1u m\u1edbi:<\/strong> Lu\u00f4n t\u00f2 m\u00f2 v\u1ec1 c\u00e1ch m\u00e1y m\u00f3c c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, hi\u1ec3u ng\u00f4n ng\u1eef hay \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh gi\u1ed1ng con ng\u01b0\u1eddi.<\/li>\n\n\n\n
      2. C\u00f3 t\u01b0 duy logic v\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch:<\/strong> AI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean n\u1ec1n t\u1ea3ng c\u1ee7a to\u00e1n h\u1ecdc, thu\u1eadt to\u00e1n v\u00e0 d\u1eef li\u1ec7u. Kh\u1ea3 n\u0103ng suy lu\u1eadn, ph\u00e2n t\u00edch v\u1ea5n \u0111\u1ec1 theo t\u1eebng b\u01b0\u1edbc s\u1ebd gi\u00fap b\u1ea1n ti\u1ebfp c\u1eadn ki\u1ebfn th\u1ee9c hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n\n\n\n
      3. Ki\u00ean tr\u00ec v\u00e0 kh\u00f4ng ng\u1ea1i th\u1eed th\u00e1ch:<\/strong> Vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh AI \u0111\u00f4i khi ph\u1ea3i tr\u1ea3i qua r\u1ea5t nhi\u1ec1u l\u1ea7n th\u1eed nghi\u1ec7m, \u0111i\u1ec1u ch\u1ec9nh v\u00e0 t\u1ed1i \u01b0u. S\u1ef1 ki\u00ean nh\u1eabn l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o n\u00ean nh\u1eefng s\u1ea3n ph\u1ea9m ch\u1ea5t l\u01b0\u1ee3ng.<\/li>\n\n\n\n
      4. Y\u00eau th\u00edch l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u:<\/strong> N\u1ebfu b\u1ea1n h\u1ee9ng th\u00fa v\u1edbi vi\u1ec7c t\u00ecm ki\u1ebfm quy lu\u1eadt t\u1eeb d\u1eef li\u1ec7u, ph\u00e2n t\u00edch th\u00f4ng tin v\u00e0 bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh nh\u1eefng gi\u1ea3i ph\u00e1p h\u1eefu \u00edch, AI s\u1ebd mang \u0111\u1ebfn r\u1ea5t nhi\u1ec1u c\u01a1 h\u1ed9i \u0111\u1ec3 ph\u00e1t huy th\u1ebf m\u1ea1nh.<\/li>\n\n\n\n
      5. C\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc v\u00e0 th\u00edch nghi nhanh:<\/strong> C\u00f4ng ngh\u1ec7 AI li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n v\u1edbi nh\u1eefng c\u00f4ng c\u1ee5, m\u00f4 h\u00ecnh v\u00e0 xu h\u01b0\u1edbng m\u1edbi. Ng\u01b0\u1eddi h\u1ecdc c\u1ea7n duy tr\u00ec tinh th\u1ea7n h\u1ecdc h\u1ecfi \u0111\u1ec3 lu\u00f4n b\u1eaft k\u1ecbp s\u1ef1 thay \u0111\u1ed5i c\u1ee7a ng\u00e0nh.<\/li>\n\n\n\n
      6. C\u00f3 k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m v\u00e0 giao ti\u1ebfp:<\/strong> C\u00e1c d\u1ef1 \u00e1n AI th\u01b0\u1eddng c\u00f3 s\u1ef1 tham gia c\u1ee7a nhi\u1ec1u chuy\u00ean gia \u1edf c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 l\u1eadp tr\u00ecnh, d\u1eef li\u1ec7u, kinh doanh v\u00e0 thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m. V\u00ec v\u1eady, kh\u1ea3 n\u0103ng ph\u1ed1i h\u1ee3p v\u00e0 trao \u0111\u1ed5i hi\u1ec7u qu\u1ea3 c\u0169ng l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf l\u1edbn.<\/li>\n<\/ol>\n\n\n\n

        \u0110i\u1ec1u quan tr\u1ecdng l\u00e0 b\u1ea1n kh\u00f4ng c\u1ea7n ph\u1ea3i bi\u1ebft l\u1eadp tr\u00ecnh hay th\u00e0nh th\u1ea1o AI tr\u01b0\u1edbc khi b\u01b0\u1edbc v\u00e0o \u0111\u1ea1i h\u1ecdc<\/strong>. Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o s\u1ebd gi\u00fap sinh vi\u00ean t\u1eebng b\u01b0\u1edbc x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng t\u1eeb l\u1eadp tr\u00ecnh, to\u00e1n h\u1ecdc, d\u1eef li\u1ec7u \u0111\u1ebfn c\u00e1c c\u00f4ng ngh\u1ec7 AI hi\u1ec7n \u0111\u1ea1i. Ch\u1ec9 c\u1ea7n c\u00f3 s\u1ef1 y\u00eau th\u00edch c\u00f4ng ngh\u1ec7, tinh th\u1ea7n c\u1ea7u ti\u1ebfn v\u00e0 s\u1eb5n s\u00e0ng h\u1ecdc h\u1ecfi, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 theo \u0111u\u1ed5i v\u00e0 ph\u00e1t tri\u1ec3n l\u00e2u d\u00e0i trong l\u0129nh v\u1ef1c \u0111\u1ea7y tri\u1ec3n v\u1ecdng n\u00e0y.<\/p>\n\n\n\n

        Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 d\u1ec5 xin vi\u1ec7c l\u00e0m kh\u00f4ng?<\/h2>\n\n\n\n

        C\u00f9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7, nhu c\u1ea7u nh\u00e2n l\u1ef1c AI t\u1ea1i Vi\u1ec7t Nam v\u00e0 tr\u00ean th\u1ebf gi\u1edbi \u0111ang t\u0103ng nhanh. Nhi\u1ec1u doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7, startup v\u00e0 t\u1eadp \u0111o\u00e0n l\u1edbn \u0111\u1ec1u \u0111\u1ea7u t\u01b0 m\u1ea1nh v\u00e0o nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n\n\n

        \"\"<\/figure>\n\n\n\n

        >>>Xem th\u00eam: C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ra sao?<\/a><\/em><\/strong><\/p>\n\n\n\n

        Sinh vi\u00ean t\u1ed1t nghi\u1ec7p ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn nhi\u1ec1u v\u1ecb tr\u00ed kh\u00e1c nhau nh\u01b0:<\/p>\n\n\n\n

          \n
        1. K\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI Engineer)<\/li>\n\n\n\n
        2. K\u1ef9 s\u01b0 h\u1ecdc m\u00e1y (Machine Learning Engineer)<\/li>\n\n\n\n
        3. K\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m<\/li>\n\n\n\n
        4. Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn (Data Engineer \/ Data Scientist)<\/li>\n\n\n\n
        5. K\u1ef9 s\u01b0 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/li>\n\n\n\n
        6. Chuy\u00ean vi\u00ean nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI<\/li>\n<\/ol>\n\n\n\n

          Nh\u1eefng v\u1ecb tr\u00ed n\u00e0y c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 c\u00f4ng ngh\u1ec7, t\u00e0i ch\u00ednh, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, s\u1ea3n xu\u1ea5t th\u00f4ng minh, truy\u1ec1n th\u00f4ng hay d\u1ecbch v\u1ee5 s\u1ed1.<\/p>\n\n\n\n

          N\u00ean h\u1ecdc ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u1edf \u0111\u00e2u? tr\u01b0\u1eddng n\u00e0o \u0111\u00e0o t\u1ea1o t\u1ed1t nh\u1ea5t?<\/h2>\n\n\n\n

          Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 l\u0129nh v\u1ef1c c\u00f2n kh\u00e1 m\u1edbi t\u1ea1i Vi\u1ec7t Nam, v\u00ec v\u1eady kh\u00f4ng nhi\u1ec1u tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u ng\u00e0nh n\u00e0y. Tuy nhi\u00ean, trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, m\u1ed9t s\u1ed1 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111\u00e3 b\u1eaft \u0111\u1ea7u ph\u00e1t tri\u1ec3n ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o AI nh\u1eb1m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u nh\u00e2n l\u1ef1c c\u1ee7a th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n\n\n

          \"\"<\/figure>\n\n\n\n

          M\u1ed9t s\u1ed1 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111ang \u0111\u00e0o t\u1ea1o ng\u00e0nh ho\u1eb7c ch\u01b0\u01a1ng tr\u00ecnh li\u00ean quan \u0111\u1ebfn Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0:<\/p>\n\n\n\n

            \n
          1. Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen (HSU)<\/li>\n\n\n\n
          2. \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7 Th\u00f4ng tin \u2013 \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia TP.HCM<\/li>\n\n\n\n
          3. \u0110\u1ea1i h\u1ecdc B\u00e1ch khoa H\u00e0 N\u1ed9i<\/li>\n\n\n\n
          4. \u0110\u1ea1i h\u1ecdc M\u1edf TP.HCM<\/li>\n\n\n\n
          5. \u0110\u1ea1i h\u1ecdc Kinh t\u1ebf TP.HCM<\/li>\n<\/ol>\n\n\n\n

            Trong \u0111\u00f3, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen<\/strong> ph\u00e1t tri\u1ec3n ch\u01b0\u01a1ng tr\u00ecnh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o theo \u0111\u1ecbnh h\u01b0\u1edbng \u1ee9ng d\u1ee5ng, g\u1eafn v\u1edbi nhu c\u1ea7u th\u1ef1c ti\u1ec5n c\u1ee7a doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7. Sinh vi\u00ean \u0111\u01b0\u1ee3c h\u1ecdc th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n c\u1ee5 th\u1ec3, ti\u1ebfp c\u1eadn c\u00e1c n\u1ec1n t\u1ea3ng AI ph\u1ed5 bi\u1ebfn nh\u01b0 Intel AI, IBM Watson, Google AI hay Amazon.<\/p>\n\n\n\n

            B\u00ean c\u1ea1nh ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n, ch\u01b0\u01a1ng tr\u00ecnh c\u00f2n ch\u00fa tr\u1ecdng ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng th\u1ef1c h\u00e0nh, t\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c trong m\u00f4i tr\u01b0\u1eddng c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i. Sinh vi\u00ean c\u0169ng c\u00f3 c\u01a1 h\u1ed9i tham gia th\u1ef1c t\u1eadp t\u1ea1i doanh nghi\u1ec7p, t\u1eeb \u0111\u00f3 t\u00edch l\u0169y kinh nghi\u1ec7m th\u1ef1c t\u1ebf v\u00e0 m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p sau khi t\u1ed1t nghi\u1ec7p.<\/p>\n\n\n\n

            V\u00ec sao b\u1ea1n n\u00ean h\u1ecdc ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o?<\/h2>\n\n\n\n

            S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1 khi\u1ebfn nhu c\u1ea7u nh\u00e2n l\u1ef1c trong l\u0129nh v\u1ef1c AI ng\u00e0y c\u00e0ng t\u0103ng. V\u1edbi nh\u1eefng b\u1ea1n tr\u1ebb y\u00eau th\u00edch c\u00f4ng ngh\u1ec7, to\u00e1n h\u1ecdc v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, \u0111\u00e2y l\u00e0 ng\u00e0nh h\u1ecdc mang l\u1ea1i nhi\u1ec1u c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n

            \"\"<\/figure>\n\n\n\n

            Nhu c\u1ea7u nh\u00e2n l\u1ef1c cao trong k\u1ef7 nguy\u00ean s\u1ed1<\/h3>\n\n\n\n

            AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 t\u00e0i ch\u00ednh, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, s\u1ea3n xu\u1ea5t, logistics, y t\u1ebf hay truy\u1ec1n th\u00f4ng. Do \u0111\u00f3, c\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 lu\u00f4n t\u00ecm ki\u1ebfm nh\u1eefng k\u1ef9 s\u01b0 v\u00e0 chuy\u00ean gia c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t tri\u1ec3n, v\u1eadn h\u00e0nh v\u00e0 t\u1ed1i \u01b0u c\u00e1c h\u1ec7 th\u1ed1ng AI.<\/p>\n\n\n\n

            L\u1ee3i th\u1ebf c\u1ea1nh tranh trong t\u01b0\u01a1ng lai<\/h3>\n\n\n\n

            Hi\u1ec3u v\u00e0 \u1ee9ng d\u1ee5ng AI kh\u00f4ng ch\u1ec9 gi\u00fap sinh vi\u00ean l\u00e0m vi\u1ec7c trong ng\u00e0nh c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n m\u1edf ra c\u01a1 h\u1ed9i tham gia v\u00e0o qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c. Nh\u1eefng ng\u01b0\u1eddi c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd c\u00f3 l\u1ee3i th\u1ebf l\u1edbn trong th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng \u0111ang thay \u0111\u1ed5i nhanh ch\u00f3ng.<\/p>\n\n\n\n

            C\u01a1 h\u1ed9i tham gia v\u00e0o c\u00e1c s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 m\u1edbi<\/h3>\n\n\n\n

            AI kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt, m\u00e0 c\u00f2n l\u00e0 c\u00f4ng c\u1ee5 gi\u00fap t\u1ea1o ra nh\u1eefng gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n. Sinh vi\u00ean theo h\u1ecdc ng\u00e0nh n\u00e0y c\u00f3 th\u1ec3 tham gia ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m th\u00f4ng minh, t\u1eeb \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u cho \u0111\u1ebfn c\u00e1c n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 doanh nghi\u1ec7p v\u00e0 x\u00e3 h\u1ed9i.<\/p>\n\n\n\n

            M\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn<\/h3>\n\n\n\n

            Nh\u00e2n l\u1ef1c c\u00f3 chuy\u00ean m\u00f4n v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u01b0\u1eddng \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 s\u0103n \u0111\u00f3n v\u1edbi m\u1ee9c thu nh\u1eadp c\u1ea1nh tranh. T\u00f9y v\u00e0o v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c, kinh nghi\u1ec7m v\u00e0 k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n, m\u1ee9c l\u01b0\u01a1ng trong l\u0129nh v\u1ef1c AI th\u01b0\u1eddng cao h\u01a1n m\u1eb7t b\u1eb1ng chung c\u1ee7a nhi\u1ec1u ng\u00e0nh ngh\u1ec1 kh\u00e1c trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin.<\/p>\n\n\n\n

            V\u00ec sao n\u00ean ch\u1ecdn ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i \u0110\u1ea1i h\u1ecdc Hoa Sen?<\/h2>\n\n\n\n

            Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i \u0110\u1ea1i h\u1ecdc Hoa Sen h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c c\u00f3 n\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u00e0 n\u0103ng l\u1ef1c th\u1ef1c h\u00e0nh v\u1eefng v\u00e0ng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng minh. Sinh vi\u00ean \u0111\u01b0\u1ee3c trang b\u1ecb t\u01b0 duy h\u1ec7 th\u1ed1ng, hi\u1ec3u r\u00f5 c\u00e1c nguy\u00ean l\u00fd k\u1ef9 thu\u1eadt v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u0111\u1ec3 x\u00e2y d\u1ef1ng, v\u1eadn h\u00e0nh v\u00e0 t\u1ed1i \u01b0u c\u00e1c h\u1ec7 th\u1ed1ng AI trong nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng \u1ee9ng d\u1ee5ng kh\u00e1c nhau.<\/p>\n\n\n\n

            \"T\u00ecm<\/figure>\n\n\n\n

            Trong qu\u00e1 tr\u00ecnh h\u1ecdc, sinh vi\u00ean \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn \u0111ang \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh c\u00f4ng ngh\u1ec7 nh\u01b0 Internet v\u1ea1n v\u1eadt (IoT), Blockchain, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (Cloud Computing)\u2026 \u0110\u1ed3ng th\u1eddi, c\u00e1c h\u1ecdc ph\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf g\u1eafn v\u1edbi d\u1ef1 \u00e1n th\u1ef1c t\u1ebf tr\u00ean nh\u1eefng n\u1ec1n t\u1ea3ng AI ph\u1ed5 bi\u1ebfn, gi\u00fap ng\u01b0\u1eddi h\u1ecdc r\u00e8n luy\u1ec7n kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 v\u00e0 l\u00e0m vi\u1ec7c theo quy tr\u00ecnh chuy\u00ean nghi\u1ec7p.<\/p>\n\n\n\n

            Nh\u1edd \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00e0o t\u1ea1o \u1ee9ng d\u1ee5ng v\u00e0 g\u1eafn k\u1ebft doanh nghi\u1ec7p, sinh vi\u00ean sau khi t\u1ed1t nghi\u1ec7p c\u00f3 \u0111\u1ee7 n\u0103ng l\u1ef1c tham gia l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7, trung t\u00e2m nghi\u00ean c\u1ee9u, c\u00f4ng ty ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m s\u1ed1 ho\u1eb7c ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 \u00e1n kh\u1edfi nghi\u1ec7p \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n\n\n

            L\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u, c\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7<\/h3>\n\n\n\n

            Ch\u01b0\u01a1ng tr\u00ecnh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i \u0110\u1ea1i h\u1ecdc Hoa Sen \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean tham kh\u1ea3o ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u1ee7a nhi\u1ec1u tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc uy t\u00edn tr\u00ean th\u1ebf gi\u1edbi, b\u1ea3o \u0111\u1ea3m t\u00ednh hi\u1ec7n \u0111\u1ea1i v\u00e0 kh\u1ea3 n\u0103ng h\u1ed9i nh\u1eadp qu\u1ed1c t\u1ebf. Kho\u1ea3ng 50% h\u1ecdc ph\u1ea7n chuy\u00ean ng\u00e0nh \u0111\u01b0\u1ee3c gi\u1ea3ng d\u1ea1y b\u1eb1ng ti\u1ebfng Anh, gi\u00fap sinh vi\u00ean s\u1edbm l\u00e0m quen v\u1edbi t\u00e0i li\u1ec7u chuy\u00ean m\u00f4n v\u00e0 m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c to\u00e0n c\u1ea7u.<\/p>\n\n\n\n

            \"\"<\/figure>\n\n\n\n

            N\u1ed9i dung \u0111\u00e0o t\u1ea1o t\u1eadp trung v\u00e0o c\u00e1c l\u0129nh v\u1ef1c c\u1ed1t l\u00f5i c\u1ee7a AI nh\u01b0 h\u1ecdc m\u00e1y, x\u1eed l\u00fd d\u1eef li\u1ec7u, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh hay tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u1ee9ng d\u1ee5ng. C\u00e1c h\u1ecdc ph\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf g\u1eafn v\u1edbi nhu c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7, gi\u00fap sinh vi\u00ean t\u1eebng b\u01b0\u1edbc ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n c\u00f4ng ngh\u1ec7 trong nhi\u1ec1u l\u0129nh v\u1ef1c.<\/p>\n\n\n\n

            \u0110\u1ed9i ng\u0169 gi\u1ea3ng vi\u00ean gi\u00e0u kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n<\/h3>\n\n\n\n

            Sinh vi\u00ean \u0111\u01b0\u1ee3c h\u1ecdc t\u1eadp c\u00f9ng \u0111\u1ed9i ng\u0169 gi\u1ea3ng vi\u00ean c\u00f3 chuy\u00ean m\u00f4n s\u00e2u trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Nhi\u1ec1u gi\u1ea3ng vi\u00ean \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o t\u1ea1i c\u00e1c qu\u1ed1c gia c\u00f3 n\u1ec1n gi\u00e1o d\u1ee5c ti\u00ean ti\u1ebfn v\u00e0 c\u00f3 kinh nghi\u1ec7m tham gia c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ebf.<\/p>\n\n\n\n

            \"T\u00ecm<\/figure>\n\n\n\n

            B\u00ean c\u1ea1nh \u0111\u00f3, ch\u01b0\u01a1ng tr\u00ecnh c\u00f2n c\u00f3 s\u1ef1 tham gia gi\u1ea3ng d\u1ea1y, chia s\u1ebb kinh nghi\u1ec7m t\u1eeb c\u00e1c chuy\u00ean gia \u0111\u1ebfn t\u1eeb doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc. \u0110i\u1ec1u n\u00e0y gi\u00fap sinh vi\u00ean ti\u1ebfp c\u1eadn ki\u1ebfn th\u1ee9c g\u1eafn v\u1edbi th\u1ef1c ti\u1ec5n v\u00e0 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 y\u00eau c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng trong l\u0129nh v\u1ef1c AI.<\/p>\n\n\n\n

            H\u1ecdc t\u1eadp th\u00f4ng qua d\u1ef1 \u00e1n th\u1ef1c t\u1ebf<\/h3>\n\n\n\n

            Ch\u01b0\u01a1ng tr\u00ecnh \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp d\u1ef1a tr\u00ean d\u1ef1 \u00e1n (Project-based Learning), trong \u0111\u00f3 h\u01a1n 60% th\u1eddi l\u01b0\u1ee3ng \u0111\u00e0o t\u1ea1o d\u00e0nh cho ho\u1ea1t \u0111\u1ed9ng th\u1ef1c h\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n.<\/p>\n\n\n\n

            \"\"<\/figure>\n\n\n\n

            Sinh vi\u00ean th\u01b0\u1eddng xuy\u00ean tham gia c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7, cu\u1ed9c thi l\u1eadp tr\u00ecnh v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng h\u1ecdc thu\u1eadt t\u1ea1i c\u00e2u l\u1ea1c b\u1ed9 chuy\u00ean ng\u00e0nh. Qu\u00e1 tr\u00ecnh n\u00e0y gi\u00fap ng\u01b0\u1eddi h\u1ecdc r\u00e8n luy\u1ec7n t\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m v\u00e0 kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 t\u1eeb \u00fd t\u01b0\u1edfng \u0111\u1ebfn tri\u1ec3n khai.<\/p>\n\n\n\n

            Hai k\u1ef3 th\u1ef1c t\u1eadp t\u1ea1i doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7<\/h3>\n\n\n\n

            Trong qu\u00e1 tr\u00ecnh h\u1ecdc, sinh vi\u00ean ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd tr\u1ea3i qua hai k\u1ef3 th\u1ef1c t\u1eadp t\u1ea1i doanh nghi\u1ec7p. \u0110\u00e2y l\u00e0 c\u01a1 h\u1ed9i \u0111\u1ec3 sinh vi\u00ean ti\u1ebfp c\u1eadn m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c chuy\u00ean nghi\u1ec7p, \u00e1p d\u1ee5ng ki\u1ebfn th\u1ee9c \u0111\u00e3 h\u1ecdc v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf v\u00e0 t\u00edch l\u0169y kinh nghi\u1ec7m ngh\u1ec1 nghi\u1ec7p.<\/p>\n\n\n\n

            Nhi\u1ec1u sinh vi\u00ean \u0111\u00e3 c\u00f3 c\u01a1 h\u1ed9i th\u1ef1c t\u1eadp t\u1ea1i c\u00e1c doanh nghi\u1ec7p v\u00e0 t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 l\u1edbn nh\u01b0 BOSCH, DXC Technology, FPT, VNG c\u00f9ng nhi\u1ec1u c\u00f4ng ty c\u00f4ng ngh\u1ec7 kh\u00e1c, t\u1eeb \u0111\u00f3 m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m sau khi t\u1ed1t nghi\u1ec7p.<\/p>\n\n\n\n

            Th\u00ed sinh li\u00ean h\u1ec7 v\u1edbi Trung t\u00e2m Tuy\u1ec3n sinh \u2013 Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n chi ti\u1ebft v\u1ec1 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp, c\u00e1c ph\u01b0\u01a1ng th\u1ee9c x\u00e9t tuy\u1ec3n \u0111\u1ea1i h\u1ecdc n\u0103m 2026, c\u00f9ng c\u00e1c ch\u00ednh s\u00e1ch h\u1ecdc b\u1ed5ng h\u1ea5p d\u1eabn.<\/strong><\/p>\n\n\n\n

            Xem th\u00eam:<\/p>\n\n\n\n

            Kh\u00f3a sinh vi\u00ean Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ea7u ti\u00ean t\u1ed1t nghi\u1ec7p: B\u01b0\u1edbc kh\u1edfi \u0111\u1ea7u cho \u0111\u00e0o t\u1ea1o AI t\u1ea1i Vi\u1ec7t Nam
            <\/em><\/strong><\/a><\/p>\n\n\n\n

            \n\n

            \n N\u0103m 2026, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen \u00e1p d\u1ee5ng 5 ph\u01b0\u01a1ng th\u1ee9c tuy\u1ec3n sinh:<\/strong>\n <\/p>\n\n

            \n

            \u2013 X\u00e9t k\u1ebft qu\u1ea3 thi t\u1ed1t nghi\u1ec7p THPT 2026<\/p>\n

            \u2013 X\u00e9t b\u1eb1ng h\u1ecdc b\u1ea1 THPT theo t\u1ed5 h\u1ee3p 3 m\u00f4n<\/p>\n

            \u2013 X\u00e9t \u0111i\u1ec3m k\u1ef3 thi \u0110\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c c\u1ee7a \u0110HQG TP.HCM & \u0110HQG H\u00e0 N\u1ed9i 2026<\/p>\n

            \u2013 X\u00e9t tuy\u1ec3n th\u1eb3ng Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen<\/p>\n

            \u2013 X\u00e9t b\u1eb1ng h\u00ecnh th\u1ee9c ph\u1ecfng v\u1ea5n<\/p>\n <\/div>\n\n

            \n Th\u00ed sinh ch\u01b0a x\u00e1c \u0111\u1ecbnh r\u00f5 ng\u00e0nh h\u1ecdc? C\u1ea7n t\u01b0 v\u1ea5n l\u1ed9 tr\u00ecnh x\u00e9t tuy\u1ec3n s\u1edbm b\u1eb1ng c\u00e1c ph\u01b0\u01a1ng th\u1ee9c an to\u00e0n \u0111\u1ec3 t\u0103ng c\u01a1 h\u1ed9i tr\u00fang tuy\u1ec3n?\n <\/p>\n\n

            \n Li\u00ean h\u1ec7 ngay Trung t\u00e2m Tuy\u1ec3n sinh \u2013 Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen<\/strong> \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n 1:1, gi\u1ea3i \u0111\u00e1p chi ti\u1ebft v\u1ec1 ng\u00e0nh h\u1ecdc, ph\u01b0\u01a1ng th\u1ee9c x\u00e9t tuy\u1ec3n c\u00f9ng c\u00e1c ch\u00ednh s\u00e1ch h\u1ecdc b\u1ed5ng.\n <\/p>\n\n

            \n

            \ud83d\udcde Hotline: (028) 7300 7272<\/a><\/p>\n

            \u2709\ufe0f Email: tuyensinh@hoasen.edu.vn<\/a><\/p>\n

            \ud83c\udf10 Tuy\u1ec3n sinh: tuyensinh.hoasen.edu.vn<\/a><\/p>\n

            \ud83d\udccd \u0110\u1ecba ch\u1ec9: Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Hoa Sen (S\u1ea3nh G, t\u1ea7ng tr\u1ec7t), s\u1ed1 08 Nguy\u1ec5n V\u0103n Tr\u00e1ng, ph\u01b0\u1eddng B\u1ebfn Th\u00e0nh, TP. HCM<\/p>\n <\/div>\n\n<\/div>\n\n\n\n

            \n

            Th\u1ef1c hi\u1ec7n: Huy\u1ec1n \u0110inh<\/strong><\/strong><\/p>\n\n\n\n

            Ph\u00f2ng Marketing – Truy\u1ec1n th\u00f4ng<\/p>\n<\/blockquote>\n\n\n\n

            <\/p>\n","protected":false},"excerpt":{"rendered":"

            Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec? \u0110\u00e2y l\u00e0 c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u h\u1ecdc sinh quan t\u00e2m khi AI \u0111ang tr\u1edf th\u00e0nh c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a cu\u1ed9c C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0. T\u1eeb y t\u1ebf, t\u00e0i ch\u00ednh, s\u1ea3n xu\u1ea5t \u0111\u1ebfn gi\u00e1o d\u1ee5c, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 gi\u1ea3i tr\u00ed, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang g\u00f3p ph\u1ea7n thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c, h\u1ecdc t\u1eadp v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, \u0111\u1ed3ng th\u1eddi m\u1edf ra nhu c\u1ea7u r\u1ea5t l\u1edbn v\u1ec1 ngu\u1ed3n nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao. Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) tr\u1edf th\u00e0nh m\u1ed9t trong…<\/p>\n","protected":false},"author":5540,"featured_media":33711,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"page-templates\/about-temp-ts-news.php","format":"standard","meta":{"footnotes":""},"categories":[1344,1354],"tags":[1382,1412],"class_list":["post-5532","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuyen-sinh","category-huong-nghiep","tag-ai","tag-tri-tue-nhan-tao"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/posts\/5532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/users\/5540"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/comments?post=5532"}],"version-history":[{"count":17,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/posts\/5532\/revisions"}],"predecessor-version":[{"id":33716,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/posts\/5532\/revisions\/33716"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/media\/33711"}],"wp:attachment":[{"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/media?parent=5532"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/categories?post=5532"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hoasen.edu.vn\/tuyensinh\/wp-json\/wp\/v2\/tags?post=5532"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}