{"id":27628,"date":"2023-10-04T10:53:07","date_gmt":"2023-10-04T03:53:07","guid":{"rendered":"https:\/\/www.isc.education\/w\/?p=27628"},"modified":"2026-01-30T14:41:10","modified_gmt":"2026-01-30T07:41:10","slug":"nganh-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/www.isc.education\/en\/blog\/nganh-tri-tue-nhan-tao","title":{"rendered":"Ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec? 30 \u0111\u1ea1i h\u1ecdc \u0111\u00e0o t\u1ea1o t\u1ed1t nh\u1ea5t th\u1ebf gi\u1edbi"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.isc.education\/blog\/nganh-tri-tue-nhan-tao\" title=\"Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\"><strong>Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/a> hi\u1ec7n \u0111ang ph\u00e1t tri\u1ec3n ch\u00f3ng m\u1eb7t, v\u1edbi c\u1ef1c k\u1ef3 nhi\u1ec1u c\u01a1 h\u1ed9i h\u1ea5p d\u1eabn, ch\u00ednh l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 sinh vi\u00ean c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 ra nhi\u1ec1u \u0111\u1ed5i m\u1edbi, c\u1ea3i ti\u1ebfn v\u00ec cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y t\u1ed1t \u0111\u1eb9p h\u01a1n, qua \u0111\u00f3 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c nhi\u1ec1u th\u00e1ch th\u1ee9c l\u1edbn c\u1ee7a th\u1ebf gi\u1edbi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y ch\u00ednh l\u00e0 th\u1eddi \u0111i\u1ec3m tuy\u1ec7t v\u1eddi \u0111\u1ec3 b\u1eaft \u0111\u1ea7u s\u1ef1 nghi\u1ec7p trong ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, cho d\u00f9 b\u1ea1n mong mu\u1ed1n tr\u1edf th\u00e0nh nh\u00e0 nghi\u00ean c\u1ee9u AI, nh\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh hay d\u1eef li\u1ec7u, k\u1ef9 s\u01b0 \u0111i\u1ec7n hay nh\u00e0 t\u01b0 v\u1ea5n c\u00f4ng ngh\u1ec7 AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea3ng x\u1ebfp h\u1ea1ng \u0110\u1ea1i h\u1ecdc Th\u1ebf gi\u1edbi QS theo m\u00f4n h\u1ecdc (QS ranking by Subject) ch\u00ednh l\u00e0 c\u00e1ch \u0111\u1ec3 d\u1ec5 d\u00e0ng so s\u00e1nh c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc h\u00e0ng \u0111\u1ea7u tr\u00ean th\u1ebf gi\u1edbi, d\u1ef1a tr\u00ean nhi\u1ec1u ch\u1ec9 s\u1ed1 x\u1ebfp h\u1ea1ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7n nay QS \u0111\u00e3 c\u00f3 d\u1eef li\u1ec7u c\u1ee7a&nbsp; b\u1ea3y l\u0129nh v\u1ef1c ch\u1ee7 \u0111\u1ec1 trong k\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng ngh\u1ec7, \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho du h\u1ecdc sinh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 danh s\u00e1ch c\u00e1c b\u1eb1ng c\u1ea5p trong l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt, h\u1ed7 tr\u1ee3 sinh vi\u00ean c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c AI ngay sau khi ra tr\u01b0\u1eddng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ed5ng quan<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>H\u1ecdc ph\u00ed trung b\u00ecnh ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i UK?<\/td><td>&nbsp;\u00a320,000 &#8211; \u00a330,000<\/td><\/tr><tr><td>Tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111\u00e0o t\u1ea1o ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ed1t nh\u1ea5t?<\/td><td>Massachussetts Institute of Technology&nbsp;(MIT)<\/td><\/tr><tr><td>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh sau khi t\u1ed1t nghi\u1ec7p ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o?<\/td><td>$122,617 (USD)\/ n\u0103m<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">T\u1ed5ng quan <strong>ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang d\u1ea7n tr\u1edf n\u00ean c\u1ef1c k\u1ef3 quan tr\u1ecdng, l\u00e0 chuy\u00ean ng\u00e0nh \u0111\u1eb7c bi\u1ec7t c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh, ch\u00ednh l\u00e0 y\u1ebfu t\u1ed1 thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 h\u1ecdc t\u1eadp.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ecdc Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd trang b\u1ecb cho sinh vi\u00ean l\u01b0\u1ee3ng ki\u1ebfn th\u1ee9c s\u00e2u r\u1ed9ng v\u00e0 c\u00e1c k\u1ef9 n\u0103ng th\u1ef1c t\u1ebf v\u1eefng ch\u1eafc c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ebf gi\u1edbi th\u1ef1c, v\u1edbi c\u00e1c m\u00f4n h\u1ecdc n\u1ed5i b\u1eadt, c\u1ee5 th\u1ec3 nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>L\u1eadp tr\u00ecnh m\u00e1y t\u00ednh,<\/li>\n\n\n\n<li>H\u1ec7 \u0111i\u1ec1u h\u00e0nh, thu\u1eadt to\u00e1n v\u00e0 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u,<\/li>\n\n\n\n<li>M\u00e1y h\u1ecdc Machine Learning<\/li>\n\n\n\n<li>X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean,<\/li>\n\n\n\n<li>Tr\u00ed tu\u1ec7 AI cho vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh,<\/li>\n\n\n\n<li>Tr\u00f2 ch\u01a1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o,<\/li>\n\n\n\n<li>Robotics v\u00e0 Deep Learning<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Trong n\u0103m \u0111\u1ea7u ti\u00ean, sinh vi\u00ean s\u1ebd t\u1eadp trung v\u00e0o vi\u1ec7c kh\u00e1m ph\u00e1 c\u00e1c kh\u00e1i ni\u1ec7m ch\u00ednh v\u00e0 c\u01a1 b\u1ea3n c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh. Trong n\u0103m th\u1ee9 hai, sinh vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c n\u00e2ng cao nh\u1eefng k\u1ef9 n\u0103ng n\u00e0y c\u0169ng nh\u01b0 \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u v\u00e0 t\u1ed5ng quan v\u1ec1 l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau c\u1ee7a n\u00f3. Trong n\u0103m cu\u1ed1i c\u00f9ng, sinh vi\u00ean s\u1ebd c\u00f3 th\u1ec3 ch\u1ecdn t\u1eeb hai lu\u1ed3ng kh\u00e1c nhau v\u1edbi ch\u1ebf \u0111\u1ed9 h\u1ecdc c\u1ed1 \u0111\u1ecbnh<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1eadp trung v\u1ec1 th\u1ecb gi\u00e1c v\u00e0 d\u1eef li\u1ec7u: t\u1eadp trung v\u00e0o th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, khai th\u00e1c d\u1eef li\u1ec7u v\u00e0 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1eadp trung v\u1ec1 tr\u00f2 ch\u01a1i v\u00e0 \u00e2m nh\u1ea1c: v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau, ch\u1ee7 y\u1ebfu l\u00e0 \u00e2m nh\u1ea1c v\u00e0 tr\u00f2 ch\u01a1i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong n\u0103m cu\u1ed1i, sinh vi\u00ean s\u1ebd c\u00f3 c\u01a1 h\u1ed9i thi\u1ebft k\u1ebf d\u1ef1 \u00e1n c\u00e1 nh\u00e2n d\u1ef1a theo s\u1edf th\u00edch, li\u00ean k\u1ebft v\u1edbi c\u00e1c l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u ch\u1eb3ng h\u1ea1n nh\u01b0 D\u1eef li\u1ec7u l\u1edbn, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong tr\u00f2 ch\u01a1i, M\u00e1y m\u00f3c, Deep Learning, X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, Ng\u01b0\u1eddi m\u00e1y, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ho\u1eb7c x\u1eed l\u00fd \u00c2m nh\u1ea1c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Y\u00eau c\u1ea7u \u0111\u1ea7u v\u00e0o ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ea7u h\u1ebft c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n nay y\u00eau c\u1ea7u t\u00e2n sinh vi\u00ean ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc To\u00e1n h\u1ecdc, Khoa h\u1ecdc M\u00e1y t\u00ednh ho\u1eb7c V\u1eadt l\u00fd t\u1ed1t, bao g\u1ed3m c\u1ea3 m\u00f4n To\u00e1n h\u1ecdc n\u00e2ng cao, kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn n\u00e2ng cao. C\u00e1c sinh vi\u00ean c\u00f3 ch\u1ee9ng ch\u1ec9 v\u1ec1 to\u00e1n h\u1ecdc v\u1eadt l\u00fd, c\u0169ng s\u1ebd c\u00f3 l\u1ee3i khi \u0111\u0103ng k\u00fd tuy\u1ec3n sinh chuy\u00ean ng\u00e0nh n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do \u0111\u00f3, th\u00ed sinh b\u1eaft bu\u1ed9c ph\u1ea3i t\u1ed1t nghi\u1ec7p THPT, v\u1edbi th\u00e0nh t\u00edch n\u1ed5i b\u1eadt trong c\u00e1c m\u00f4n khoa h\u1ecdc, v\u1edbi \u0111i\u1ec3m t\u1ed5ng h\u1ee3p t\u1ed1i thi\u1ec3u ph\u1ea3i l\u00e0 50% khi thi t\u1ed1t nghi\u1ec7p THPT.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"560\" src=\"https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/30.png\" alt=\"10 tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin t\u1ed1t nh\u1ea5t\" class=\"wp-image-32339\" srcset=\"https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/30.png 900w, https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/30-300x187.png 300w, https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/30-768x478.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption class=\"wp-element-caption\">10 tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin t\u1ed1t nh\u1ea5t. Tham kh\u1ea3o th\u00eam: <a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/definition\/AI-Artificial-Intelligence#:~:text=Artificial%20intelligence%20is%20the%20simulation,speech%20recognition%20and%20machine%20vision.\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">techtarget<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10 tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin t\u1ed1t nh\u1ea5t<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1eb1ng c\u1ea5p v\u1ec1 khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin (Degrees in computer science and information systems) l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1eadp trung v\u00e0o c\u00e1c k\u1ef9 n\u0103ng c\u01a1 b\u1ea3n v\u1ec1 l\u1eadp tr\u00ecnh, x\u00e2y d\u1ef1ng ph\u1ea7n c\u1ee9ng, thi\u1ebft k\u1ebf m\u1ea1ng v\u00e0 b\u1ea3o m\u1eadt, \u0111\u1ec3 l\u1eadp ra b\u1ea3n \u0111\u1ed3 v\u00e0 t\u1ea1o ra nh\u1eefng tri\u1ec3n v\u1ecdng m\u1edbi cho c\u00f4ng ngh\u1ec7 m\u00e1y t\u00ednh trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Danh s\u00e1ch c\u00e1c tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y chuy\u00ean ng\u00e0nh Khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>X\u1ebfp h\u1ea1ng<\/td><td>\u0110\u1ea1i h\u1ecdc<\/td><td>\u0110\u1ecba \u0111i\u1ec3m<\/td><\/tr><tr><td>1<\/td><td>Massachussetts Institute of Technology (MIT)<\/td><td>Massachusetts, US<\/td><\/tr><tr><td>2<\/td><td>Carnegie Mellon University<\/td><td>Pennsylvania, US<\/td><\/tr><tr><td>3<\/td><td>Stanford University<\/td><td>California, US<\/td><\/tr><tr><td>4<\/td><td>University of California, Berkeley (UCB)<\/td><td>California, US<\/td><\/tr><tr><td>5<\/td><td>University of Oxford<\/td><td>United Kingdom<\/td><\/tr><tr><td>6<\/td><td>National University of Singapore (NUS)<\/td><td>Singapore<\/td><\/tr><tr><td>7<\/td><td>University of Cambridge<\/td><td>United Kingdom<\/td><\/tr><tr><td>8<\/td><td>Harvard University<\/td><td>Massachusetts, US<\/td><\/tr><tr><td>9<\/td><td>ETH Zurich &#8211; Swiss Federal Institute of Technology<\/td><td>Switzer land<\/td><\/tr><tr><td>10<\/td><td>\u00c9cole polytechniqye f\u00e9d\u00e9rale de Lausanne (EPFL)<\/td><td>Switzerland<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">10 tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng tin t\u1ed1t nh\u1ea5t<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0110\u1ea1i h\u1ecdc Carnegie Mellon<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">X\u1ebfp th\u1ee9 hai tr\u00ean th\u1ebf gi\u1edbi, chuy\u00ean ng\u00e0nh H\u1ec7 th\u1ed1ng th\u00f4ng tin t\u1ea1i \u0111\u1ea1i h\u1ecdc Carnegie Mellon k\u1ebft h\u1ee3p khoa h\u1ecdc m\u00e1y t\u00ednh, c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 qu\u1ea3n l\u00fd kinh doanh v\u1edbi khoa h\u1ecdc x\u00e3 h\u1ed9i v\u00e0 nh\u00e2n v\u0103n ch\u00ednh l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t sinh vi\u00ean c\u00f3 th\u1ec3 ngh\u0129 \u0111\u1ebfn khi l\u1ef1a ch\u1ecdn theo \u0111u\u1ed5i chuy\u00ean ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi tham gia chuy\u00ean ng\u00e0nh n\u00e0y, sinh vi\u00ean c\u00f3 th\u1ec3 ch\u1ecdn m\u1ed9t s\u1ed1 chuy\u00ean ng\u00e0nh t\u1eadp trung v\u00e0 nh\u1ecf h\u01a1n, v\u00ed d\u1ee5 nh\u01b0&nbsp; bao g\u1ed3m machine learning, big data, robotics and artificial intelligence, \u0111\u1ec1u l\u00e0 nh\u1eefng m\u00f4n h\u1ecdc c\u00f3 ti\u1ebfp x\u00fac tr\u1ef1c ti\u1ebfp v\u1edbi m\u00f4n to\u00e1n h\u1ecdc v\u00e0 thu\u1eadt to\u00e1n c\u1ee7a AI, c\u0169ng nh\u01b0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI trong c\u00e1c l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3 nh\u01b0 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i hay chuy\u00ean ng\u00e0nh k\u1ef9 thu\u1eadt n\u00f3i chung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ea1i h\u1ecdc Carnegie Mellon n\u1eb1m \u1edf Pennsylvania, Hoa K\u1ef3 l\u00e0 n\u01a1i l\u00fd t\u01b0\u1edfng \u0111\u1ec3 t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i th\u1ef1c t\u1eadp v\u00e0 v\u1ecb tr\u00ed l\u00e0m vi\u1ec7c, b\u1edfi c\u00f3 r\u1ea5t nhi\u1ec1u c\u00f4ng ty c\u00f4ng ngh\u1ec7 n\u1eb1m trong ti\u1ec3u bang n\u00e0y. M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh c\u1ee7a sinh vi\u00ean t\u1ed1t nghi\u1ec7p r\u01a1i v\u00e0o kho\u1ea3ng 117.577USD\/ n\u0103m.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Khoa \u0110i\u1ec7n to\u00e1n t\u1ea1i \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore (NUS) cung c\u1ea5p c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh v\u1ec1 khoa h\u1ecdc m\u00e1y t\u00ednh, h\u1ec7 th\u1ed1ng th\u00f4ng tin v\u00e0 k\u1ef9 thu\u1eadt m\u00e1y t\u00ednh t\u1ed1t nh\u1ea5t. NUS hi\u1ec7n \u0111ang \u0111\u1ee9ng th\u1ee9 s\u00e1u tr\u00ean th\u1ebf gi\u1edbi, v\u1edbi m\u1ee5c ti\u00eau chu\u1ea9n b\u1ecb cho sinh vi\u00ean \u0111\u1ea7y \u0111\u1ee7 ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng \u0111\u1ec3 c\u00f3 th\u1ec3 theo \u0111u\u1ed5i chuy\u00ean ng\u00e0nh \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI t\u1ed1t nh\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sinh vi\u00ean t\u1ed1t nghi\u1ec7p NUS c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c c\u00f4ng ty m\u00e1y t\u00ednh h\u00e0ng \u0111\u1ea7u t\u1eeb c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u1edf Thung l\u0169ng Silicon \u0111\u1ebfn c\u00e1c ng\u00e2n h\u00e0ng l\u1edbn \u1edf Ph\u1ed1 Wall.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh c\u1eed nh\u00e2n, sinh vi\u00ean c\u00f3 10 h\u1ecdc ph\u1ea7n t\u1ef1 ch\u1ecdn v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 ng\u01b0\u1eddi m\u00e1y, \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ef1 kh\u00e1m ph\u00e1 c\u00e1ch th\u1ee9c tr\u00ecnh b\u00e0y ki\u1ebfn th\u1ee9c, l\u1eadp k\u1ebf ho\u1ea1ch, c\u0169ng nh\u01b0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, \u0111\u1ec3 c\u00f3 th\u1ec3 c\u1ea3m nh\u1eadn v\u00e0 hi\u1ec3u th\u1ebf gi\u1edbi s\u1ed1 t\u1ed1t h\u01a1n, c\u0169ng nh\u01b0 \u0111\u1ec3 h\u1ecdc h\u1ecfi ki\u1ebfn th\u1ee9c m\u1edbi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">10 tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y khoa h\u1ecdc d\u1eef li\u1ec7u t\u1ed1t nh\u1ea5t<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 chuy\u00ean nagfnh \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf d\u1ef1a tr\u00ean d\u1eef li\u1ec7u doanh nghi\u1ec7p thu th\u1eadp \u0111\u01b0\u1ee3c. C\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 vai tr\u00f2 l\u00e0m vi\u1ec7c \u0111\u1ec3 t\u1ea1o ra c\u00e1c giao di\u1ec7n, c\u0169ng nh\u01b0 c\u01a1 ch\u1ebf \u0111\u1ec3 d\u1ec5 d\u00e0ng truy c\u1eadp v\u00e0 qu\u1ea3n l\u00fd th\u00f4ng tin. B\u1eb1ng c\u1ea5p v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u th\u01b0\u1eddng s\u1ebd k\u1ebft h\u1ee3p c\u00f9ng chuy\u00ean ng\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u, machine learning, th\u1ed1ng k\u00ea v\u00e0 to\u00e1n h\u1ecdc.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>X\u1ebfp h\u1ea1ng<\/td><td>Tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc<\/td><td>\u0110\u1ecba \u0111i\u1ec3m<\/td><\/tr><tr><td>1<\/td><td>Massachussetts Institute of Technology (MIT)<\/td><td>Massachusetts, US<\/td><\/tr><tr><td>2<\/td><td>Carnegie Mellon University<\/td><td>Pennsylvania, US<\/td><\/tr><tr><td>3<\/td><td>University of California, Berkeley (UCB)<\/td><td>California, US<\/td><\/tr><tr><td>4<\/td><td>University of Oxford<\/td><td>United Kingdom<\/td><\/tr><tr><td>5<\/td><td>Harvard University<\/td><td>Massachusetts, US<\/td><\/tr><tr><td>6<\/td><td>University of Toronto<\/td><td>Canada<\/td><\/tr><tr><td>7<\/td><td>University of Washington<\/td><td>Washington, US<\/td><\/tr><tr><td>8<\/td><td>Princeton University<\/td><td>New Jersey, US<\/td><\/tr><tr><td>9<\/td><td>\u00c9cole polytechniqye f\u00e9d\u00e9rale de Lausanne (EPFL)<\/td><td>Switzerland<\/td><\/tr><tr><td>10<\/td><td>Georgia Institute of Technology<\/td><td>Georgia, US<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">10 tr\u01b0\u1eddng gi\u1ea3ng d\u1ea1y khoa h\u1ecdc d\u1eef li\u1ec7u t\u1ed1t nh\u1ea5t<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Vi\u1ec7n C\u00f4ng ngh\u1ec7 Massachusetts (MIT)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u01b0\u1ee3c x\u1ebfp h\u1ea1ng l\u00e0 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi trong B\u1ea3ng x\u1ebfp h\u1ea1ng \u0110\u1ea1i h\u1ecdc Th\u1ebf gi\u1edbi QS v\u00e0 trong B\u1ea3ng x\u1ebfp h\u1ea1ng \u0110\u1ea1i h\u1ecdc Th\u1ebf gi\u1edbi QS theo Ch\u1ee7 \u0111\u1ec1: K\u1ef9 thu\u1eadt &amp; C\u00f4ng ngh\u1ec7, Vi\u1ec7n C\u00f4ng ngh\u1ec7 Massachussetts t\u1eeb l\u00e2u \u0111\u00e3 n\u1ed5i ti\u1ebfng v\u1edbi c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh h\u00e0ng \u0111\u1ea7u v\u1ec1 khoa h\u1ecdc m\u00e1y t\u00ednh, khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec7n t\u1eed k\u1ef9 thu\u1eadt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi chuy\u00ean ng\u00e0nh v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f9ng v\u1edbi c\u00e1c m\u00f4-\u0111un t\u1ef1 ch\u1ecdn bao g\u1ed3m m\u00e1y h\u1ecdc, c\u00f9ng v\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 v\u01b0\u1ee3t b\u1eadc trong th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, c\u0169ng nh\u01b0 \u1ee9ng d\u1ee5ng khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 d\u00f9ng AI m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, ch\u1eafc ch\u1eafn r\u1eb1ng, MIT s\u1ebd l\u00e0 ng\u01b0\u1eddi b\u1ea1n \u0111\u1ed3ng h\u00e0nh t\u1ed1t v\u1edbi b\u1ea1n sau t\u1ed1t nghi\u1ec7p!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MIT c\u0169ng l\u00e0 n\u01a1i c\u00f3 c\u00e1c trung t\u00e2m nghi\u00ean c\u1ee9u khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 c\u00f4ng ngh\u1ec7 AI \u0111\u1eb3ng c\u1ea5p th\u1ebf gi\u1edbi \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp, n\u01a1i sinh vi\u00ean c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c ngay sau khi t\u1ed1t nghi\u1ec7p, \u0111\u1ec3 \u0111\u01b0\u1ee3c c\u00f9ng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c chuy\u00ean gia AI, c\u0169ng nh\u01b0 l\u00e0m vi\u1ec7c v\u1edbi ngu\u1ed3n d\u1eef li\u1ec7u l\u1edbn nh\u1ea5t tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0110\u1ea1i h\u1ecdc Toronto, Canada<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1ea1i \u0111\u1ea1i h\u1ecdc Toronto, sinh vi\u00ean c\u00f3 th\u1ec3 h\u1ecdc chuy\u00ean ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u, k\u1ebft h\u1ee3p c\u00e1c k\u1ef9 n\u0103ng th\u1ed1ng k\u00ea v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p khoa h\u1ecdc m\u00e1y t\u00ednh \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">X\u1ebfp th\u1ee9 s\u00e1u tr\u00ean th\u1ebf gi\u1edbi v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u, UoT cung c\u1ea5p ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u1ec1 m\u00e1y h\u1ecdc machine learning, nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ed1t l\u00f5i c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh, nh\u01b0ng sinh vi\u00ean c\u0169ng c\u00f3 th\u1ec3 ch\u1ecdn h\u1ecdc chuy\u00ean ng\u00e0nh ph\u1ee5 v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u1ecdng t\u00e2m c\u00f4ng ngh\u1ec7 AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1edbi thi\u1ec7u cho sinh vi\u00ean nh\u1eefng ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 k\u1ef9 thu\u1eadt quan tr\u1ecdng trong b\u1ed1n l\u0129nh v\u1ef1c ph\u1ee5 \u0111\u00e3 \u0111\u01b0\u1ee3c bao g\u1ed3m trong c\u00e1c khoa gi\u1ea3ng d\u1ea1y: th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, ng\u00f4n ng\u1eef h\u1ecdc m\u00e1y t\u00ednh, m\u00e1y h\u1ecdc machine learning; v\u00e0 bi\u1ec3u di\u1ec5n l\u1eadp lu\u1eadn tri th\u1ee9c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u00e0nh ph\u1ed1 Toronto t\u1ea1i Canada l\u00e0 n\u01a1i t\u1eadp trung nhi\u1ec1u c\u00f4ng ty kh\u1edfi nghi\u1ec7p AI nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi, thu h\u00fat nh\u00e2n t\u00e0i to\u00e0n c\u1ea7u. V\u1edbi m\u1ed1i quan h\u1ec7 ch\u1eb7t ch\u1ebd v\u1edbi ng\u00e0nh c\u00f4ng nghi\u1ec7p, sinh vi\u00ean s\u1ebd c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i \u0111\u1ec3 th\u1ef1c t\u1eadp v\u00e0 l\u00e0m vi\u1ec7c ngay sau khi t\u1ed1t nghi\u1ec7p \u0111\u1ea1i h\u1ecdc.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">10 tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o v\u1ec1 k\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 \u0111i\u1ec7n t\u1eed t\u1ed1t nh\u1ea5t<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1eb1ng c\u1ea5p v\u1ec1 k\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 \u0111i\u1ec7n t\u1eed ch\u00ednh l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 cung c\u1ea5p cho sinh vi\u00ean c\u00e1c k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c quan tr\u1ecdng, \u0111\u1ec3 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng ngh\u1ec7 \u0111\u1ecbnh h\u00ecnh cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a con ng\u01b0\u1eddi hi\u1ec7n nay, trong c\u00e1c l\u0129nh v\u1ef1c n\u0103ng l\u01b0\u1ee3ng v\u00e0 th\u00f4ng tin.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi chuy\u00ean ng\u00e0nh n\u00e0y, sinh vi\u00ean s\u1ebd c\u00f3 c\u01a1 h\u1ed9i \u0111\u01b0\u1ee3c t\u00ecm hi\u1ec3u k\u1ef9 v\u1ec1 c\u00e1ch m\u1ea1ch \u0111i\u1ec7n v\u1eadn h\u00e0nh, qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng \u0111i\u1ec7n \u0111\u1ebfn \u0111i\u1ec7n t\u1eed sinh h\u1ecdc, khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 x\u1eed l\u00fd t\u00edn hi\u1ec7u \u0111i\u1ec7n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1eb1ng c\u1ea5p trong l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt n\u00e0y ch\u00ednh l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n t\u1ed1t nh\u1ea5t khi l\u00e0m vi\u1ec7c trong ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Theo b\u1ea3ng x\u1ebfp h\u1ea1ng QS Ranking theo m\u00f4n h\u1ecdc 2023, d\u01b0\u1edbi \u0111\u00e2y l\u00e0 danh s\u00e1ch c\u00e1c tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o chuy\u00ean ng\u00e0nh K\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 \u0111i\u1ec7n t\u1eed t\u1ed1t nh\u1ea5t!<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Th\u1ee9 h\u1ea1ng<\/td><td>Tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc<\/td><td>\u0110\u1ecba \u0111i\u1ec3m<\/td><\/tr><tr><td>1<\/td><td>Massachussetts Institute of Technology (MIT)<\/td><td>Massachusetts, US<\/td><\/tr><tr><td>2<\/td><td>Stanford University<\/td><td>California, US<\/td><\/tr><tr><td>3<\/td><td>University of California, Berkeley (UCB)<\/td><td>California, US<\/td><\/tr><tr><td>4<\/td><td>ETH Zurich &#8211; Swiss Federal Institute of Technology<\/td><td>Switzerland<\/td><\/tr><tr><td>5<\/td><td>University of Cambridge<\/td><td>United Kingdom<\/td><\/tr><tr><td>6<\/td><td>\u00c9cole polytechniqye f\u00e9d\u00e9rale de Lausanne (EPFL)<\/td><td>Switzerland<\/td><\/tr><tr><td>7<\/td><td>Harvard University<\/td><td>Massachusetts, US<\/td><\/tr><tr><td>8<\/td><td>University of Oxford<\/td><td>United Kingdom<\/td><\/tr><tr><td>9<\/td><td>Imperial College London<\/td><td>United Kingdom<\/td><\/tr><tr><td>10<\/td><td>National University of Singapore (NUS)<\/td><td>Singapore<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0110\u1ea1i h\u1ecdc Stanford<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ea1i h\u1ecdc Stanford c\u00f3 r\u1ea5t nhi\u1ec1u kho\u00e1 h\u1ecdc th\u00fa v\u1ecb, c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn Dream it, Build it!, The Art and Science of Engineering Design, hay Engineering For Good: Contributing to Saving the World and Having Fun Doing It, \u0111\u00e2y ch\u00ednh l\u00e0 c\u01a1 s\u1edf gi\u1ea3ng d\u1ea1y chuy\u00ean ng\u00e0nh k\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 \u0111i\u1ec7n t\u1eed t\u1ed1t nh\u1ea5t, v\u1edbi t\u00ednh s\u00e1ng t\u1ea1o cao.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ee9ng th\u1ee9 hai trong B\u1ea3ng x\u1ebfp h\u1ea1ng \u0110\u1ea1i h\u1ecdc Th\u1ebf gi\u1edbi QS theo M\u00f4n h\u1ecdc: chuy\u00ean ng\u00e0nh K\u1ef9 thu\u1eadt \u0110i\u1ec7n v\u00e0 \u0110i\u1ec7n t\u1eed t\u1ea1i \u0111\u1ea1i h\u1ecdc Stanford cho ph\u00e9p sinh vi\u00ean t\u1ef1 do l\u1ef1a ch\u1ecdn trong s\u1ed1 nhi\u1ec1u chuy\u00ean ng\u00e0nh, v\u00ed d\u1ee5 nh\u01b0casc m\u00f4n h\u1ecdc v\u1ec1 ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m, c\u00f4ng ngh\u1ec7 v\u1eadt l\u00fd, \u0111i\u1ec7n t\u1eed sinh h\u1ecdc, n\u0103ng l\u01b0\u1ee3ng v\u00e0 th\u1eadm ch\u00ed c\u1ea3 \u00e2m nh\u1ea1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u00f2ng th\u00ed nghi\u1ec7m AI c\u1ee7a Stanford \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t trung t\u00e2m xu\u1ea5t s\u1eafc v\u1ec1 nghi\u00ean c\u1ee9u v\u00e0 gi\u1ea3ng d\u1ea1y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o k\u1ec3 t\u1eeb n\u0103m 1963. Sinh vi\u00ean thu\u1ed9c Khoa K\u1ef9 thu\u1eadt \u0110i\u1ec7n s\u1ebd \u0111\u01b0\u1ee3c ti\u1ebfp x\u00fac v\u1edbi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f4ng ngh\u1ec7 AI th\u01b0\u1eddng xuy\u00ean, trong vai tr\u00f2 th\u1ef1c t\u1eadp ho\u1eb7c m\u1ed9t ph\u1ea7n c\u1ee7a d\u1ef1 \u00e1n kh\u00f3a h\u1ecdc.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0110\u1ea1i h\u1ecdc Ho\u00e0ng gia Lu\u00e2n \u0110\u00f4n &#8211; Imperial College London<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Khoa k\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 \u0111i\u1ec7n t\u1eed t\u1ea1i \u0111\u1ea1i h\u1ecdc Ho\u00e0ng gia Lu\u00e2n \u0110\u00f4n hi\u1ec7n \u0111ang \u0111\u1ee9ng th\u1ee9 ch\u00edn trong b\u1ea3ng x\u1ebfp h\u1ea1ng \u0110\u1ea1i h\u1ecdc Th\u1ebf gi\u1edbi QS theo M\u00f4n h\u1ecdc, bao g\u1ed3m c\u00e1c m\u00f4n n\u1ed5i b\u1eadt nh\u01b0 K\u1ef9 thu\u1eadt \u0110i\u1ec7n &amp; \u0110i\u1ec7n t\u1eed, cung c\u1ea5p s\u1ef1 nghi\u00ean c\u1ee9u v\u00e0 \u0111\u1ed5i m\u1edbi to\u00e0n di\u1ec7n, h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi v\u1ec1 \u0111i\u1ec7n t\u1eed, x\u1eed l\u00fd t\u00edn hi\u1ec7u, m\u00e1y t\u00ednh, h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n v\u00e0 m\u00e1y h\u1ecdc machine learning..<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc t\u1eadp trung v\u00e0o gi\u00e1o d\u1ee5c STEM v\u00e0 c\u1ea3 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o&nbsp; kinh doanh, v\u1edbi 2 nh\u00f3m b\u1eb1ng \u0111\u1ea1i h\u1ecdc v\u00e0 sau \u0111\u1ea1i h\u1ecdc v\u1ec1 k\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 k\u1ef9 thu\u1eadt \u0111i\u1ec7n t\u1eed, c\u00f9ng v\u1edbi h\u1ec7 th\u1ed1ng th\u00f4ng tin, song song theo \u0111\u00f3 l\u00e0 b\u1eb1ng Th\u1ea1c s\u0129 v\u1ec1 \u1ee8ng d\u1ee5ng M\u00e1y h\u1ecdc (MSc in Applied Machine Learning)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u1ef1a ch\u1ecdn h\u1ecdc t\u1eadp t\u1ea1i Imperial College London kh\u00e1 \u0111a d\u1ea1ng v\u00e0 linh ho\u1ea1t, l\u00ean \u0111\u1ebfn 35 khung ch\u01b0\u01a1ng tr\u00ecnh c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn, bao g\u1ed3m robot l\u1ea5y con ng\u01b0\u1eddi l\u00e0m trung t\u00e2m; cho \u0111\u1ebfn x\u1eed l\u00fd gi\u1ecdng n\u00f3i, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hay deep learning. Trong c\u1ea3 2 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u1ea1i h\u1ecdc v\u00e0 sau \u0111\u1ea1i h\u1ecdc, sinh vi\u00ean c\u00f3 th\u1ec3 t\u00f9y ch\u1ecdn \u0111i th\u1ef1c t\u1eadp 6 th\u00e1ng, \u0111\u1ec3 \u0111\u01b0\u1ee3c tr\u1ea3i nghi\u1ec7m ng\u00e0nh h\u1ecdc trong th\u1ef1c th\u1ebf.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"900\" height=\"560\" src=\"https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/29.png\" alt=\"C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p sau t\u1ed1t nghi\u1ec7p chuy\u00ean ng\u00e0nh Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o\" class=\"wp-image-32340\" srcset=\"https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/29.png 900w, https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/29-300x187.png 300w, https:\/\/www.isc.education\/wp-content\/uploads\/2023\/10\/29-768x478.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption class=\"wp-element-caption\">C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p sau t\u1ed1t nghi\u1ec7p chuy\u00ean ng\u00e0nh Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p sau t\u1ed1t nghi\u1ec7p<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>C\u00f4ng vi\u1ec7c<\/td><td>Mi\u00eau t\u1ea3 c\u00f4ng vi\u1ec7c<\/td><td>M\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh t\u1ea1i M\u1ef9<\/td><\/tr><tr><td>Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u<\/td><td>Vai tr\u00f2 ch\u00ednh c\u1ee7a Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u ch\u00ednh l\u00e0 theo d\u00f5i c\u00e1c con s\u1ed1. \u1ede vai tr\u00f2 n\u00e0y, sinh vi\u00ean ph\u1ea3i hi\u1ec3u \u0111\u1ea7y \u0111\u1ee7 v\u1ec1 d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a c\u00f4ng ty.<\/td><td>$117.513\/ n\u0103m<\/td><\/tr><tr><td>Chuy\u00ean gia AI<\/td><td>L\u00e0m vi\u1ec7c v\u1edbi AI ch\u00ednh l\u00e0 tr\u1edf th\u00e0nh chuy\u00ean gia \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u00e1y t\u00ednh, s\u1ea3n xu\u1ea5t ra ph\u1ea7n m\u1ec1m c\u00f3 kh\u1ea3 n\u0103ng sao ch\u00e9p b\u1ed9 n\u00e3o con ng\u01b0\u1eddi.<\/td><td>$123.698\/ n\u0103m<\/td><\/tr><tr><td>K\u1ef9 s\u01b0 m\u00e1y h\u1ecdc<\/td><td>Vai tr\u00f2 c\u1ee7a m\u1ed9t k\u1ef9 s\u01b0 m\u00e1y h\u1ecdc l\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u00f3 kh\u1ea3 n\u0103ng ch\u1ea1y c\u00e1c c\u00f4ng c\u1ee5 AI, \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau kinh doanh.<\/td><td>$157.251\/ n\u0103m<\/td><\/tr><tr><td>K\u1ef9 s\u01b0 ng\u01b0\u1eddi m\u00e1y<\/td><td>Tr\u00e1ch nhi\u1ec7m c\u1ee7a k\u1ef9 s\u01b0 r\u00f4-b\u1ed1t l\u00e0 thi\u1ebft k\u1ebf v\u00e0 b\u1ea3o tr\u00ec r\u00f4-b\u1ed1t, \u0111\u1ec3 qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng \u0111i\u1ec7n t\u1eed n\u00f3i chung t\u1ed1t nh\u1ea5t<\/td><td>$85.936\/ n\u0103m<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p sau t\u1ed1t nghi\u1ec7p<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea1m k\u1ebft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 th\u1ec3 th\u1ea5y, chuy\u00ean ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng d\u00e0nh cho c\u00e1c b\u1ea1n sinh vi\u00ean y\u00eau th\u00edch t\u00ecm t\u00f2i, kh\u00e1m ph\u00e1, v\u1edbi r\u1ea5t nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn sau khi t\u1ed1t nghi\u1ec7p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"#nhantuvan\">\u0110\u1ec3 l\u1ea1i th\u00f4ng tin<\/a>, li\u00ean h\u1ec7 ngay v\u1edbi ISC Education \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n du h\u1ecdc t\u1ed1t nh\u1ea5t!<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe0a7de2 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"#nhantuvan\">Nh\u1eadn t\u01b0 v\u1ea5n mi\u1ec5n ph\u00ed<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n \u0111ang ph\u00e1t tri\u1ec3n ch\u00f3ng m\u1eb7t, v\u1edbi c\u1ef1c k\u1ef3 nhi\u1ec1u c\u01a1 h\u1ed9i h\u1ea5p d\u1eabn, ch\u00ednh l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1ec3 sinh vi\u00ean c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 ra nhi\u1ec1u \u0111\u1ed5i m\u1edbi, c\u1ea3i ti\u1ebfn v\u00ec cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y t\u1ed1t \u0111\u1eb9p h\u01a1n, qua \u0111\u00f3 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c nhi\u1ec1u th\u00e1ch th\u1ee9c l\u1edbn c\u1ee7a th\u1ebf [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27629,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[268],"tags":[70],"class_list":["post-27628","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chuyen-nganh-dao-tao","tag-thong-tin-du-hoc"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/posts\/27628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/comments?post=27628"}],"version-history":[{"count":0,"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/posts\/27628\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/media\/27629"}],"wp:attachment":[{"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/media?parent=27628"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/categories?post=27628"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.isc.education\/en\/wp-json\/wp\/v2\/tags?post=27628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}