{"id":4220,"date":"2020-03-30T08:51:29","date_gmt":"2020-03-30T08:51:29","guid":{"rendered":"http:\/\/huet.hueuni.edu.vn\/?page_id=1363"},"modified":"2026-04-21T07:12:11","modified_gmt":"2026-04-21T07:12:11","slug":"khoa-hoc-du-lieu-va-tri-tue-nhan-tao","status":"publish","type":"page","link":"https:\/\/huet.hueuni.edu.vn\/index.php\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/","title":{"rendered":"Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"\n<ul>\n<li>M\u00e3 tr\u01b0\u1eddng:<strong> DHE<\/strong><\/li>\n\n\n\n<li>M\u00e3 ng\u00e0nh:<strong> h\u1ec7 C\u1eed nh\u00e2n: 7480112, h\u1ec7 K\u1ef9 s\u01b0: 7480112KS<\/strong><\/li>\n\n\n\n<li>T\u00ean ng\u00e0nh: <strong>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o <\/strong><\/li>\n\n\n\n<li>T\u1ed5 h\u1ee3p m\u00f4n x\u00e9t tuy\u1ec3n: A00; A01; C0; D01; X07; X26<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">S\u1ef1 c\u1ea7n thi\u1ebft c\u1ee7a ng\u00e0nh <\/h4>\n\n\n\n<p>Khi \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0, ngh\u0129a l\u00e0 n\u00f3i \u0111\u1ebfn vi\u1ec7c \u201cth\u00f4ng minh h\u00f3a\u201d c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t, m\u00e0 m\u1ed9t trong nh\u1eefng \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft l\u00e0 ph\u1ea3i c\u00f3 d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd d\u1eef li\u1ec7u (trong \u0111\u00f3 c\u00f3 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o), v\u00e0 \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c chuy\u00ean gia\/nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u (data scientist). Th\u00f4ng qua k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n, c\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u s\u1ebd cung c\u1ea5p nh\u1eefng th\u00f4ng tin v\u00f4 gi\u00e1 t\u1eeb c\u00e1c kho d\u1eef li\u1ec7u, c\u0169ng nh\u01b0 tr\u1ef1c ti\u1ebfp g\u00f3p ph\u1ea7n ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd d\u1eef li\u1ec7u tinh vi&#8230; C\u0169ng v\u00ec nhu c\u1ea7u nh\u00e2n l\u1ef1c l\u1edbn v\u00e0 c\u00f3 vai tr\u00f2 t\u1ed1i quan tr\u1ecdng n\u00ean hi\u1ec7n nay, c\u00e1c trang m\u1ea1ng tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1 \u0111\u01b0a ra m\u1ee9c l\u01b0\u01a1ng r\u1ea5t h\u1ea5p d\u1eabn cho chuy\u00ean gia d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u00f3 th\u1ec3 l\u00ean t\u1edbi <strong>40 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng<\/strong> t\u1ea1i Vi\u1ec7t Nam. \u0110\u1ec3 c\u00f3 th\u1ec3 h\u1ecdc t\u1ed1t ng\u00e0nh n\u00e0y sinh vi\u00ean c\u1ea7n c\u00f3 n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 to\u00e1n, x\u00e1c su\u1ea5t &#8211; th\u1ed1ng k\u00ea, c\u00f3 t\u01b0 duy ph\u00e2n t\u00edch v\u00e0 t\u1ed5ng h\u1ee3p t\u1ed1t. Kh\u00f4ng th\u1ec3 kh\u00f4ng k\u1ec3 \u0111\u1ebfn k\u1ef9 n\u0103ng v\u1ec1 ti\u1ebfng Anh \u0111\u1ec3 s\u1eb5n s\u00e0ng cho th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng qu\u1ed1c t\u1ebf, khi c\u1ea3 th\u1ebf gi\u1edbi \u0111\u1ec1u \u0111ang r\u1ea5t \u201ckh\u00e1t\u201d nh\u00e2n l\u1ef1c trong ng\u00e0nh n\u00e0y.<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p c\u1ee7a sinh vi\u00ean <\/h4>\n\n\n\n<p>\u0110\u1ea7u ra c\u1ee7a ngu\u1ed3n nh\u00e2n l\u1ef1c Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 \u0111\u1ea3m \u0111\u01b0\u01a1ng t\u1ed1t nhi\u1ec7m v\u1ee5 \u1edf c\u00e1c c\u01a1 quan h\u00e0nh ch\u00ednh nh\u00e0 n\u01b0\u1edbc, trung t\u00e2m \u0111i\u1ec1u h\u00e0nh th\u00e0nh ph\u1ed1 th\u00f4ng minh h\u1ed7 tr\u1ee3 c\u00e1c c\u00f4ng vi\u1ec7c k\u1ef9 thu\u1eadt v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u, th\u1ed1ng k\u00ea v\u00e0 l\u00e0m c\u00e1c quy\u1ebft \u0111\u1ecbnh; c\u00e1c c\u01a1 s\u1edf gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc, cao \u0111\u1eb3ng; c\u00e1c doanh nghi\u1ec7p chuy\u00ean v\u1ec1 gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m c\u00f4ng ngh\u1ec7 th\u00f4ng tin, ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1ecf v\u00e0 l\u1edbn, ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng AI (FPT AI \u2013 Software, Tinh V\u00e2n, CMC, Viettel, VNPT, Mobifone); L\u00e0m vi\u1ec7c trong c\u00e1c t\u1ed5 ch\u1ee9c kinh doanh, qu\u1ea3n l\u00fd v\u00e0 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u ph\u00e1t sinh m\u1ed7i ng\u00e0y, \u0111\u1ea3m nhi\u1ec7m v\u1ecb tr\u00ed chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng, marketing.<\/p>\n\n\n\n<p><strong>C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m: <\/strong><\/p>\n\n\n\n<ul>\n<li>Chuy\u00ean vi\u00ean v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u, th\u1ed1ng k\u00ea v\u00e0 l\u00e0m c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ea1i c\u00e1c c\u01a1 quan qu\u1ea3n l\u00fd nh\u00e0 n\u01b0\u1edbc.<\/li>\n\n\n\n<li>Gi\u1ea3ng vi\u00ean, c\u00e1n b\u1ed9 nghi\u00ean c\u1ee9u t\u1ea1i c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc, cao \u0111\u1eb3ng, vi\u1ec7n nghi\u00ean c\u1ee9u c\u1ee7a Vi\u1ec7t Nam v\u00e0 qu\u1ed1c t\u1ebf.<\/li>\n\n\n\n<li>K\u1ef9 s\u01b0 t\u1ea1i c\u00e1c c\u00f4ng ty gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m CNTT trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc, ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1ecf v\u00e0 l\u1edbn.<\/li>\n\n\n\n<li>C\u00e1n b\u1ed9 qu\u1ea3n l\u00fd v\u00e0 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u ph\u00e1t sinh m\u1ed7i ng\u00e0y trong c\u00e1c t\u1ed5 ch\u1ee9c kinh doanh.<\/li>\n\n\n\n<li>Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng, marketing.<\/li>\n\n\n\n<li>Ch\u1ee7 c\u00e1c doanh nghi\u1ec7p chuy\u00ean v\u1ec1 gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m c\u00f4ng ngh\u1ec7 th\u00f4ng tin, ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1ecf v\u00e0 l\u1edbn, ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng AI.<\/li>\n<\/ul>\n\n\n\n<p><strong>C\u01a1 h\u1ed9i h\u1ecdc l\u00ean tr\u00ecnh \u0111\u1ed9 cao h\u01a1n: <\/strong><\/p>\n\n\n\n<p>Sinh vi\u00ean ng\u00e0nh Khoa h\u1ecdc\nd\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o sau khi t\u1ed1t nghi\u1ec7p \u0111\u1ea1i h\u1ecdc c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c\nh\u1ecdc l\u00ean tr\u00ecnh \u0111\u1ed9 cao h\u01a1n theo qui \u0111\u1ecbnh c\u1ee7a c\u00e1c c\u01a1 s\u1edf gi\u00e1o d\u1ee5c trong v\u00e0 ngo\u00e0i\nn\u01b0\u1edbc. C\u00f3 th\u1ec3 t\u00ecm h\u1ecdc b\u1ed5ng th\u1ea1c s\u0129, ti\u1ebfn s\u0129 n\u01b0\u1edbc ngo\u00e0i li\u00ean quan \u0111\u1ebfn c\u00e1c ng\u00e0nh: Khoa h\u1ecdc\nd\u1eef li\u1ec7u, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, C\u00f4ng ngh\u1ec7 th\u00f4ng tin\u2026 c\u00e1c ng\u00e0nh\ntrong n\u01b0\u1edbc li\u00ean quan: C\u00f4ng ngh\u1ec7 th\u00f4ng tin, Khoa h\u1ecdc\nm\u00e1y t\u00ednh, Khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">D\u1ef1 b\u00e1o nhu c\u1ea7u nh\u00e2n l\u1ef1c \u0111\u1ec3 ph\u1ee5c v\u1ee5 ph\u00e1t tri\u1ec3n kinh t\u1ebf &#8211; x\u00e3 h\u1ed9i<\/h4>\n\n\n\n<p>V\u1eeba qua, Khoa K\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng ngh\u1ec7 &#8211; \u0110\u1ea1i h\u1ecdc Hu\u1ebf \u0111\u00e3 ti\u1ebfn h\u00e0nh kh\u1ea3o s\u00e1t, ph\u00e2n t\u00edch, \u0111\u00e1nh gi\u00e1 nhu c\u1ea7u v\u1ec1 ngu\u1ed3n nh\u00e2n l\u1ef1c tr\u00ecnh \u0111\u1ed9 \u0111\u1ea1i h\u1ecdc tr\u00ean c\u1ea3 n\u01b0\u1edbc n\u00f3i chung v\u00e0 \u1edf mi\u1ec1n Trung \u2013 T\u00e2y Nguy\u00ean n\u00f3i ri\u00eang. Theo k\u1ebft qu\u1ea3 th\u1ed1ng k\u00ea, kh\u1ea3o s\u00e1t v\u00e0 \u0111i\u1ec1u tra cho th\u1ea5y, x\u00e3 h\u1ed9i \u0111ang c\u00f3 nhu c\u1ea7u r\u1ea5t l\u1edbn v\u1ec1 ngu\u1ed3n nh\u00e2n l\u1ef1c \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u1ea3m nh\u1eadn nhi\u1ec1u v\u1ecb tr\u00ed c\u00f4ng t\u00e1c t\u1ea1i c\u00e1c c\u01a1 quan t\u1eeb trung \u01b0\u01a1ng \u0111\u1ebfn \u0111\u1ecba ph\u01b0\u01a1ng, t\u1ea1i c\u00e1c c\u01a1 s\u1edf s\u1ea3n xu\u1ea5t v\u00e0 kinh doanh d\u1ecbch v\u1ee5 \u0111ang ho\u1ea1t \u0111\u1ed9ng \u0111\u1ebfn l\u0129nh v\u1ef1c Khoa h\u1ecdc d\u1eef li\u1ec7u. Qua kh\u1ea3o s\u00e1t nhu c\u1ea7u ng\u01b0\u1eddi h\u1ecdc c\u00f3 \u0111\u1ebfn h\u01a1n 37,5% c\u00f3 nhu c\u1ea7u mu\u1ed1n h\u1ecdc c\u00e1c ng\u00e0nh K\u1ef9 thu\u1eadt v\u00e0 C\u00f4ng ngh\u1ec7, trong \u0111\u00f3 c\u00f4ng ngh\u1ec7 th\u00f4ng tin 15,5%; c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt c\u01a1 kh\u00ed 7,0%; k\u1ef9 thu\u1eadt c\u01a1 \u0111i\u1ec7n t\u1eed v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a 8,5% c\u00e1c l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt kh\u00e1c 6,5%.<\/p>\n\n\n\n<p> \u0110\u1ec3 ti\u1ebfn h\u00e0nh vi\u1ec7c chu\u1ea9n b\u1ecb m\u1edf m\u00e3 ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, t\u1eeb n\u0103m 2018 Khoa K\u1ef9 thu\u1eadt v\u00e0 C\u00f4ng ngh\u1ec7<strong> &#8211;<\/strong> \u0110\u1ea1i h\u1ecdc Hu\u1ebf \u0111\u00e3 ti\u1ebfn h\u00e0nh kh\u1ea3o s\u00e1t \u0111\u00e1nh gi\u00e1 nhu c\u1ea7u c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb v\u1ec1 c\u1eed nh\u00e2n Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u1edf nhi\u1ec1u t\u1ec9nh, th\u00e0nh trong c\u1ea3 n\u01b0\u1edbc, c\u0169ng nh\u01b0 nhu c\u1ea7u h\u1ecdc t\u1eadp c\u1ee7a ng\u01b0\u1eddi h\u1ecdc th\u00f4ng qua c\u00f4ng t\u00e1c t\u01b0 v\u1ea5n tuy\u1ec3n sinh n\u0103m 2018. K\u1ebft qu\u1ea3 kh\u1ea3o s\u00e1t ch\u1ec9 ra r\u1eb1ng 87% c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t \u0111\u1ec1u cho r\u1eb1ng th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng c\u1ea7n nh\u00e2n l\u1ef1c \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. <\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"http:\/\/huet.hueuni.edu.vn\/wp-content\/uploads\/2020\/02\/girls-holding-up-certificates-with-copy-space_23-2148232805.jpg\" alt=\"\" class=\"wp-image-720 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h4 class=\"wp-block-heading has-blue-color has-text-color\"><strong>C\u00e1c chuy\u00ean ng\u00e0nh<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-verse\"><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u<br>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<br>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh <\/strong><\/pre>\n<\/div><\/div>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">M\u1ee5c ti\u00eau \u0111\u00e0o t\u1ea1o <\/h4>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h5 class=\"wp-block-heading\">M\u1ee5c ti\u00eau chung <\/h5>\n\n\n\n<p>\u0110\u00e0o t\u1ea1o C\u1eed nh\u00e2n &nbsp;ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 \u0111\u1ee7 ki\u1ebfn th\u1ee9c, n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n, c\u00f3 ph\u1ea9m ch\u1ea5t ch\u00ednh tr\u1ecb, \u0111\u1ea1o \u0111\u1ee9c, c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc, t\u1ef1 nghi\u00ean c\u1ee9u&nbsp; \u0111\u1ec3 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 trong l\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u1eb1m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ph\u00e1t tri\u1ec3n c\u1ee7a x\u00e3 h\u1ed9i trong th\u1eddi \u0111\u1ea1i c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0.<\/p>\n<\/div><\/div>\n\n\n\n<h5 class=\"wp-block-heading\">M\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 <\/h5>\n\n\n\n<p> Ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i Khoa K\u1ef9 thu\u1eadt v\u00e0 C\u00f4ng ngh\u1ec7, \u0110\u1ea1i h\u1ecdc Hu\u1ebf \u0111\u1ea1o t\u1ea1o ra c\u00e1c C\u1eed nh\u00e2n \u0111\u1ea1t \u0111\u01b0\u1ee3c<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C\u00f3 ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u1ec1 khoa h\u1ecdc t\u1ef1 nhi\u00ean v\u00e0 x\u00e3 h\u1ed9i.<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C\u00f3 ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u00e0 n\u00e2ng cao c\u1ee7a ng\u00e0nh <br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C\u00f3 kh\u1ea3 n\u0103ng l\u1eadp lu\u1eadn, ph\u00e2n t\u00edch, d\u1ef1 b\u00e1o, th\u1ed1ng k\u00ea cao c\u1ea5p v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 li\u00ean quan.<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C\u00f3 k\u1ef9 n\u0103ng nghi\u00ean c\u1ee9u khoa h\u1ecdc v\u00e0 kh\u00e1m ph\u00e1 tri th\u1ee9c.<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C\u00f3 t\u01b0 duy h\u1ec7 th\u1ed1ng, c\u00f3 kh\u1ea3 n\u0103ng thi\u1ebft k\u1ebf c\u00e1c th\u00e0nh ph\u1ea7n ho\u1eb7c to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; K\u1ef9 n\u0103ng ngh\u1ec1 nghi\u1ec7p v\u00e0 n\u0103ng l\u1ef1c h\u1ecdc t\u1eadp su\u1ed1t \u0111\u1eddi<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; K\u1ef9 n\u0103ng giao ti\u1ebfp<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; K\u1ef9 n\u0103ng ngo\u1ea1i ng\u1eef<br> \u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Hi\u1ec3u nhu c\u1ea7u x\u00e3 h\u1ed9i, t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 khai th\u00e1c d\u1eef li\u1ec7u l\u1edbn trong b\u1ed1i c\u1ea3nh c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0. C\u00f3 kh\u1ea3 n\u0103ng h\u00ecnh th\u00e0nh \u00fd t\u01b0\u1edfng, ph\u00e2n t\u00edch, thi\u1ebft k\u1ebf, \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea v\u00e0 tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0o th\u1ef1c ti\u1ec5n \u0111\u00e1p \u1ee9ng nhu c\u1ea7u x\u00e3 h\u1ed9i, gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n kinh t\u1ebf, n\u00e2ng cao s\u1ee9c c\u1ea1nh tranh, ph\u00e1t tri\u1ec3n, kh\u1edfi nghi\u1ec7p &amp; s\u00e1ng t\u1ea1o. <\/p>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">Th\u1eddi gian \u0111\u00e0o t\u1ea1o<\/h4>\n\n\n\n<p>Ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh \u0111\u00e0o t\u1ea1o theo Quy ch\u1ebf \u0111\u00e0o t\u1ea1o t\u00edn ch\u1ec9 c\u1ee7a B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u0111\u00e0o t\u1ea1o. K\u1ebf ho\u1ea1ch ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o d\u1ef1 ki\u1ebfn ti\u1ebfn h\u00e0nh trong 4 n\u0103m.<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">Kh\u1ed1i l\u01b0\u1ee3ng ki\u1ebfn th\u1ee9c to\u00e0n kh\u00f3a<\/h4>\n\n\n\n<p>H\u1ec7 c\u1eed nh\u00e2n: 120 t\u00edn ch\u1ec9 <\/p>\n\n\n\n<p>H\u1ec7 k\u1ef9 s\u01b0: 150 t\u00edn ch\u1ec9 <\/p>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">C\u1ea5u tr\u00fac ch\u01b0\u01a1ng tr\u00ecnh <\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading has-blue-color has-text-color\">N\u0103m 1<\/h5>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 I<\/strong><\/p>\n\n\n\n<ul>\n<li>Tri\u1ebft h\u1ecdcM\u00e1c-L\u00eanin<\/li>\n\n\n\n<li>To\u00e1n v\u00e0 th\u1ed1ng k\u00ea cho khoa h\u1ecdc d\u1eef li\u1ec7u 1<\/li>\n\n\n\n<li>Tin h\u1ecdc \u1ee9ng d\u1ee5ng<\/li>\n\n\n\n<li>Ti\u1ebfng Anh chuy\u00ean ng\u00e0nh 1<\/li>\n\n\n\n<li>Nh\u1eadp m\u00f4n khoa h\u1ecdc d\u1eef li\u1ec7u<\/li>\n<\/ul>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 II<\/strong><\/p>\n\n\n\n<ul>\n<li>Kinh t\u1ebf ch\u00ednh tr\u1ecb&nbsp;M\u00e1c-L\u00eanin<\/li>\n\n\n\n<li>To\u00e1n v\u00e0 th\u1ed1ng k\u00ea cho khoa h\u1ecdc d\u1eef li\u1ec7u&nbsp;<\/li>\n\n\n\n<li>Ti\u1ebfng Anh chuy\u00ean ng\u00e0nh 2<\/li>\n\n\n\n<li>Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python<\/li>\n\n\n\n<li>Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh R<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading has-blue-color has-text-color\">N\u0103m 2<\/h5>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 I<\/strong>II<\/p>\n\n\n\n<ul>\n<li>Ch\u1ee7 ngh\u0129a x\u00e3 h\u1ed9i khoa h\u1ecdc<\/li>\n\n\n\n<li>T\u01b0 t\u01b0\u1edfng H\u1ed3 Ch\u00ed Minh<\/li>\n\n\n\n<li>C\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 gi\u1ea3i thu\u1eadt<\/li>\n\n\n\n<li>H\u1ecdc m\u00e1y 1<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edchv\u00e0&nbsp;thi\u1ebft k\u1ebf c\u01a1&nbsp;s\u1edf d\u1eef li\u1ec7u<\/li>\n<\/ul>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 IV<\/strong><\/p>\n\n\n\n<ul>\n<li>L\u1ecbch s\u1eed \u0110\u1ea3ng C\u1ed9ng s\u1ea3n Vi\u1ec7t Nam<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch \u0111\u1ecbnh l\u01b0\u1ee3ng trong qu\u1ea3n l\u00fd<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi Python<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi R<\/li>\n\n\n\n<li>H\u1ec7 th\u1ed1ng th\u00f4ng tin qu\u1ea3n l\u00fd<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading has-blue-color has-text-color\">N\u0103m 3<\/h5>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 V<\/strong><\/p>\n\n\n\n<ul>\n<li>Thu th\u1eadp v\u00e0&nbsp;ti\u1ec1n x\u1eed l\u00fd&nbsp;s\u1ed1 li\u1ec7u<\/li>\n\n\n\n<li>H\u1ec7 qu\u1ea3n tr\u1ecb c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/li>\n\n\n\n<li>H\u1ecdc m\u00e1y 2<\/li>\n\n\n\n<li>L\u1eadp v\u00e0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch kinh doanh h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh<\/li>\n\n\n\n<li>Ph\u01b0\u01a1ng ph\u00e1p nghi\u00ean c\u1ee9u trong khoa h\u1ecdc<\/li>\n<\/ul>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 VI<\/strong><\/p>\n\n\n\n<ul>\n<li><strong><em>H\u1ecdc ph\u1ea7n t\u1ef1 ch\u1ecdn<\/em><\/strong><i> (Sinh vi\u00ean t\u1ef1 ch\u1ecdn 1 trong 3 chuy\u00ean ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh<\/i>)<\/li>\n\n\n\n<li><strong><em>H\u1ecdc ph\u1ea7n b\u1eaft bu\u1ed9c<\/em><\/strong>: C\u00e1c ch\u1ee7 \u0111\u1ec1 n\u00e2ng cao v\u1ec1 h\u1ec7 th\u1ed1ng kinh doanh \u0111i\u1ec7n t\u1eed, \u0110\u1ed3 \u00e1n 1<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading has-blue-color has-text-color\">N\u0103m 4<\/h5>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 VII<\/strong><\/p>\n\n\n\n<ul>\n<li><strong><em>H\u1ecdc ph\u1ea7n t\u1ef1 ch\u1ecdn<\/em><\/strong><i> (Sinh vi\u00ean t\u1ef1 ch\u1ecdn 1 trong 3 chuy\u00ean ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh<\/i>)<\/li>\n\n\n\n<li><strong>Ki\u1ebfn th\u1ee9c b\u1ed5 tr\u1ee3&nbsp;<\/strong><em>(Sinh vi\u00ean t\u1ef1 ch\u1ecdn 6\/21 TC)<\/em><\/li>\n\n\n\n<li>Th\u1ef1c t\u1eadp doanh nghi\u1ec7p 1<\/li>\n<\/ul>\n\n\n\n<p><strong>H\u1ecdc k\u1ef3 VIII<\/strong><\/p>\n\n\n\n<ul>\n<li>Th\u1ef1c t\u1eadp cu\u1ed1i kho\u00e1 <\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">T\u1ed5 h\u1ee3p m\u00f4n x\u00e9t tuy\u1ec3n <\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>   <strong>T\u1ed1 h\u1ee3p c\u00e1c m\u00f4n x\u00e9t tuy\u1ec3n   <\/strong><\/td><td>  <strong> M\u00e3 t\u1ed5 h\u1ee3p   <\/strong><\/td><\/tr><tr><td>   To\u00e1n, L\u00fd, H\u00f3a <\/td><td>\n  A00\n  <\/td><\/tr><tr><td>   To\u00e1n, L\u00fd, Anh   <\/td><td>\n  A01\n  <\/td><\/tr><tr><td>   To\u00e1n, V\u0103n , Anh   <\/td><td>   D01  <\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">H\u1ecdc ph\u00ed<\/h4>\n\n\n\n<p>N\u0103m h\u1ecdc 2024-2025&nbsp;: 480.000 \u0111\u1ed3ng\/t\u00edn ch\u1ec9\/sv&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-blue-color has-text-color\">Ph\u01b0\u01a1ng th\u1ee9c tuy\u1ec3n sinh <\/h4>\n\n\n\n<p>Th\u00f4ng tin tuy\u1ec3n sinh \u0110\u1ea1i h\u1ecdc 2025 <a href=\"http:\/\/huet.hueuni.edu.vn\/home\/tuyen-sinh\/phuong-thuc-tuyen-sinh\/\">t<\/a><a href=\"https:\/\/huet.hueuni.edu.vn\/index.php\/huong-dan-dang-ky-dai-hoc-2025\/\">\u1ea1i \u0111\u00e2y<\/a><\/p>\n\n\n\n<div class=\"wp-block-uagb-advanced-heading\" id=\"uagb-adv-heading-72a7ee05-bf37-497f-a373-50a766e6f3fa\"><h3 class=\"uagb-heading-text\"><strong>FAQs<\/strong><\/h3><div class=\"uagb-separator-wrap\"><div class=\"uagb-separator\"><\/div><\/div><p class=\"uagb-desc-text\"><\/p><\/div>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong>1. Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h5>\n\n\n\n<p> Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c li\u00ean ng\u00e0nh g\u1ed3m: Khoa h\u1ecdc m\u00e1y t\u00ednh; H\u1ecdc m\u00e1y; Ph\u00e1t tri\u1ec3n <br> ph\u1ea7n m\u1ec1m; Th\u1ed1ng k\u00ea; Kinh doanh; v\u00e0 Ph\u00e2n t\u00edch kinh doanh. Khoa h\u1ecdc d\u1eef li\u1ec7u t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh, ki\u1ebfn th\u1ee9c c\u00e1c li\u00ean ng\u00e0nh (\u0111\u00e3 \u0111\u1ec1 c\u1eadp \u1edf tr\u00ean) \u0111\u1ec3 ph\u00e1t hi\u1ec7n tri th\u1ee9c \u1ea9n ch\u1ee9a trong d\u1eefli\u1ec7u (v\u00e0 d\u1eef li\u1ec7u l\u1edbn). Nh\u1eefng tri th\u1ee9c \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n n\u00e0y s\u1ebd gi\u00fap qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh trong c\u00e1c l\u0129nh v\u1ef1c t\u1eeb kinh t\u1ebf \u0111\u1ebfn k\u1ef9 thu\u1eadt \u0111\u1ea1t hi\u1ec7u qu\u1ea3 cao h\u01a1n. Do v\u1eady, \u0111\u00e2y l\u00e0 l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd trong th\u1ebf k\u1ef7 21 v\u00e0 th\u1ecb tr\u01b0\u1eddng vi\u1ec7c l\u00e0m \u0111ang khan hi\u1ebfm nh\u00e2n l\u1ef1c v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u. <\/p>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong> 2. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/strong><\/h5>\n\n\n\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 l\u0129nh v\u1ef1c t\u1ea1o kh\u1ea3 n\u0103ng cho m\u00e1y t\u00ednh b\u1eaft ch\u01b0\u1edbc \u0111\u01b0\u1ee3c suy ngh\u0129 c\u1ee7a con ng\u01b0\u1eddi <br>t\u1eeb nh\u1eadn th\u1ee9c v\u1ea5n \u0111\u1ec1, h\u1ecdc t\u1eadp v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. Do v\u1eady, TTNT ch\u00fa tr\u1ecdng v\u00e0o nh\u1eefng l\u0129nh v\u1ef1c sau \u0111\u1ec3 ph\u00e1t tri\u1ec3n kh\u1ea3 n\u0103ng c\u1ee7a m\u00e1y t\u00ednh:<br> \u25cf  Kh\u1ea3 n\u0103ng h\u1ecdc t\u1eeb d\u1eef li\u1ec7u;<br> \u25cf  Kh\u1ea3 n\u0103ng suy di\u1ec5n;<br> \u25cf  Kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1;<br> \u25cf  Kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u, \u0111\u1eb7c bi\u1ec7t l\u00e0 d\u1eef li\u1ec7u l\u1edbn. <\/p>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong> 3. C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m trong ng\u00e0nh KHDL &amp; TTNT nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h5>\n\n\n\n<p> Nh\u1eefng v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m c\u1ee7a ng\u00e0nh KHDL &amp; TTNT ph\u1ed5 bi\u1ebfn hi\u1ec7n nay g\u1ed3m:<br> \u25cf  Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u (Data scientist)<br> \u25cf  Nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u (Data analyst)<br> \u25cf  K\u1ef9 s\u01b0 d\u1eef li\u1ec7u (Data engineer)<br> \u25cf  K\u1ef9 s\u01b0 tr\u00ed tu\u1ec7nh\u00e2n t\u1ea1o<br> \u25cf  K\u1ef9 s\u01b0 v\u1ec1 h\u1ecdc m\u00e1y<br> \u25cf  K\u1ef9 s\u01b0 l\u1eadp tr\u00ecnh<br>Theo  th\u1ed1ng  k\u00ea  c\u1ee7a  trang  web  vi\u1ec7c  l\u00e0m Vietnamwork,  m\u1ee9c  l\u01b0\u01a1ng  c\u1ee7a  c\u00e1c  v\u1ecb tr\u00ed  trong  l\u0129nh  v\u1ef1c KHDL&amp;TTNT \u1edfVi\u1ec7t Nam dao \u0111\u1ed9ng t\u1eeb 20 tri\u1ec7u\/th\u00e1ng \u0111\u1ebfn 50 tri\u1ec7u\/th\u00e1ng.<\/p>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong>4. \u0110\u1ed1i v\u1edbi ng\u00e0nh KHDL &amp; TTNT, h\u1ec7 C\u1eed nh\u00e2n kh\u00e1c h\u1ec7 K\u1ef9 s\u01b0 nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h5>\n\n\n\n<p> \u25cf  H\u1ec7 k\u1ef9 s\u01b0 c\u00f3 th\u1eddi gian \u0111\u00e0o t\u1ea1o d\u00e0i h\u01a1n h\u1ec7 c\u1eed nh\u00e2n<br> \u25cf  H\u1ec7 k\u1ef9 s\u01b0 c\u00f3 s\u1ed1 h\u1ecdc ph\u1ea7n d\u1ef1 \u00e1n nhi\u1ec1u h\u01a1n h\u1ec7c\u1eednh\u00e2n <br> \u25cf  N\u1ebfu h\u1ecdc ti\u1ebfp l\u00ean cao h\u1ecdc th\u00ec ng\u01b0\u1eddi h\u1ecdc c\u00f3 b\u1eb1ng c\u1eed nh\u00e2n m\u1ea5t 2 n\u0103m trong khi ng\u01b0\u1eddi h\u1ecdc c\u00f3 b\u1eb1ng k\u1ef9 s\u01b0 ch\u1ec9 m\u1ea5t 1 n\u0103m \u0111\u1ec3 ho\u00e0n th\u00e0nh ch\u01b0\u01a1ng tr\u00ecnh cao h\u1ecdc.<\/p>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong> 5. C\u01a1 h\u1ed9i h\u1ecdc l\u00ean cao sau khi t\u1ed1t nghi\u1ec7p nh\u01b0 th\u1ebf n\u00e0o? <\/strong><\/h5>\n\n\n\n<p>Sinh vi\u00ean t\u1ed1t nghi\u1ec7p h\u1ec7 C\u1eed nh\u00e2n &amp; K\u1ef9 s\u01b0 \u1edf HUET c\u00f3 th\u1ec3: <br> \u25cf  H\u1ecdc ti\u1ebfp l\u00ean Cao h\u1ecdc v\u00e0 Nghi\u00ean c\u1ee9u sinh theo ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u1ee7a: (i) Khoa K\u1ef9 thu\u1eadt &amp; C\u00f4ng ngh\u1ec7; (ii) c\u00e1c tr\u01b0\u1eddng th\u00e0nh vi\u00ean c\u1ee7a \u0110\u1ea1i h\u1ecdc Hu\u1ebf; (iii) ho\u1eb7c c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh cao h\u1ecdc, <br> nghi\u00ean c\u1ee9u sinh c\u00f9ng kh\u1ed1i ng\u00e0nh \u1edfc\u00e1c tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc.<br> \u25cf  Khoa K\u1ef9 thu\u1eadt &amp; C\u00f4ng ngh\u1ec7 cung c\u1ea5p c\u00e1c c\u01a1 h\u1ed9i h\u1ecdc chuy\u1ec3n ti\u1ebfp \u1edf n\u01b0\u1edbc ngo\u00e0i v\u00e0 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh li\u00ean k\u1ebft \u0111\u00e0o t\u1ea1o \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc l\u1ef1a ch\u1ecdn. <\/p>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong> 6. C\u01a1 h\u1ed9i th\u1ef1c t\u1eadp trong qu\u00e1 tr\u00ecnh h\u1ecdc? <\/strong><\/h5>\n\n\n\n<p>Sinh vi\u00ean c\u00f3 th\u1ec3 th\u1ef1c t\u1eadp t\u1ea1i c\u00e1c \u0111\u01a1n v\u1ecb \u0111\u1ed1i t\u00e1c c\u1ee7a Khoa K\u1ef9 thu\u1eadt &amp; C\u00f4ng ngh\u1ec7:<br> \u25cf  C\u00e1c c\u00f4ng ty ph\u1ea7n m\u1ec1m.<br> \u25cf  C\u00e1c c\u00f4ng ty v\u00e0 doanh nghi\u1ec7p.<br> \u25cf  C\u00e1c c\u01a1 quan h\u00e0nh ch\u00ednh s\u1ef1 nghi\u1ec7p.<\/p>\n\n\n\n<h5 class=\"wp-block-heading has-blue-color has-text-color\"><strong> 7. T\u1ea1i sao n\u00ean l\u1ef1a ch\u1ecdn h\u1ecdc ng\u00e0nh KHDL &amp; TTNT t\u1ea1i Khoa K\u1ef9 thu\u1eadt &amp; C\u00f4ng ngh\u1ec7 &#8211; \u0110\u1ea1i h\u1ecdc <\/strong>Hu\u1ebf? <\/h5>\n\n\n\n<p> \u25cf  \u0110\u1ed9i ng\u0169 gi\u1ea3ng vi\u00ean \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n \u1edf trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc. \u0110a ph\u1ea7n l\u00e0 Ti\u1ebfn s\u0129.<br> \u25cf  Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc c\u00f3 n\u1ed9i dung hi\u1ec7n \u0111\u1ea1i, t\u00edch h\u1ee3p ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp e-learning, ph\u01b0\u01a1ng ph\u00e1p gi\u1ea3ng d\u1ea1y ti\u00ean ti\u1ebfn.<br> \u25cf  C\u01a1 s\u1edf v\u1eadt ch\u1ea5t \u0111\u01b0\u1ee3c \u0111\u1ea7u t\u01b0 \u0111\u1ed3ng b\u1ed9v\u00e0 hi\u1ec7n \u0111\u1ea1i t\u1eeb ph\u00f2ng h\u1ecdc l\u00fd thuy\u1ebft \u0111\u1ebfn ph\u00f2ng h\u1ecdc th\u1ef1c <br> h\u00e0nh.<br> \u25cf  H\u1ec7 th\u1ed1ng th\u01b0 vi\u1ec7n v\u1edbi ngu\u1ed3n t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp &amp; tham kh\u1ea3o phong ph\u00fa.<br> \u25cf  \u0110\u1ea1i h\u1ecdc Hu\u1ebf &amp; th\u00e0nh ph\u1ed1 Hu\u1ebf l\u00e0 m\u00f4i tr\u01b0\u1eddng l\u00fd t\u01b0\u1edfng cho sinh vi\u00ean h\u1ecdc t\u1eadp v\u00e0 ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>S\u1ef1 c\u1ea7n thi\u1ebft c\u1ee7a ng\u00e0nh Khi \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0, ngh\u0129a l\u00e0 n\u00f3i \u0111\u1ebfn vi\u1ec7c \u201cth\u00f4ng minh h\u00f3a\u201d c\u00e1c h\u1ec7 th\u1ed1ng&hellip;<\/p>\n","protected":false},"author":2,"featured_media":2365,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/pages\/4220"}],"collection":[{"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/comments?post=4220"}],"version-history":[{"count":2,"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/pages\/4220\/revisions"}],"predecessor-version":[{"id":7467,"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/pages\/4220\/revisions\/7467"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/huet.hueuni.edu.vn\/index.php\/wp-json\/wp\/v2\/media?parent=4220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}