{"id":2506,"date":"2026-04-14T17:15:42","date_gmt":"2026-04-14T10:15:42","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=2506"},"modified":"2026-04-14T17:22:38","modified_gmt":"2026-04-14T10:22:38","slug":"cntt-thong-minh-nang-luc-lam-chu-cong-nghe-so","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/cntt-thong-minh-nang-luc-lam-chu-cong-nghe-so\/","title":{"rendered":"CNTT th\u00f4ng minh: H\u1ec7 n\u0103ng l\u1ef1c to\u00e0n di\u1ec7n \u0111\u1ec3 l\u00e0m ch\u1ee7 th\u1ef1c ti\u1ec5n v\u00e0 ki\u1ebfn t\u1ea1o chu\u1ea9n m\u1ef1c s\u1ed1"},"content":{"rendered":"

Trong k\u1ef7 nguy\u00ean d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7 th\u00f4ng tin \u0111\u00e3 v\u01b0\u1ee3t ra kh\u1ecfi vai tr\u00f2 c\u1ee7a m\u1ed9t ng\u00e0nh ngh\u1ec1, tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh c\u1ee7a to\u00e0n b\u1ed9 x\u00e3 h\u1ed9i s\u1ed1. T\u1eeb tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), d\u1eef li\u1ec7u l\u1edbn (Big Data), Internet v\u1ea1n v\u1eadt (IoT), M\u1ea1ng m\u00e1y t\u00ednh (Network) \u0111\u1ebfn An ninh m\u1ea1ng (Cyber Security), m\u1ecdi h\u1ec7 th\u1ed1ng \u0111\u1ec1u ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1ch c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai trong th\u1ef1c t\u1ebf.<\/span><\/p>\n

Tuy nhi\u00ean, th\u00e1ch th\u1ee9c kh\u00f4ng c\u00f2n n\u1eb1m \u1edf vi\u1ec7c \u201cbi\u1ebft c\u00f4ng ngh\u1ec7\u201d, m\u00e0 \u1edf vi\u1ec7c hi\u1ec3u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1ed9t c\u00e1ch \u0111\u00fang \u0111\u1eafn, an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3. \u0110\u00e2y c\u0169ng l\u00e0 l\u00fd do kh\u00e1i ni\u1ec7m <\/span>CNTT th\u00f4ng minh<\/span><\/i> ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c nh\u1ea5n m\u1ea1nh nh\u01b0 m\u1ed9t \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00e0o t\u1ea1o m\u1edbi, g\u1eafn v\u1edbi n\u0103ng l\u1ef1c th\u1ef1c ti\u1ec5n v\u00e0 t\u01b0 duy to\u00e0n c\u1ea7u c\u1ee7a ng\u01b0\u1eddi h\u1ecdc.<\/span><\/span><\/p>\n

An ninh th\u00f4ng tin: Th\u00e1ch th\u1ee9c kh\u00f4ng ng\u1eebng bi\u1ebfn \u0111\u1ed5i c\u1ee7a th\u1ebf gi\u1edbi s\u1ed1<\/b><\/span><\/h2>\n

Theo ThS. Thomas \u2013 Gi\u1ea3ng vi\u00ean CNTT Vi\u1ec7n \u0110\u00e0o t\u1ea1o Qu\u1ed1c t\u1ebf FPT, m\u1ed9t trong nh\u1eefng v\u1ea5n \u0111\u1ec1 c\u1ed1t l\u00f5i c\u1ee7a CNTT hi\u1ec7n nay l\u00e0 an ninh th\u00f4ng tin \u2013 l\u0129nh v\u1ef1c lu\u00f4n thay \u0111\u1ed5i v\u00e0 \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi h\u1ecdc ph\u1ea3i li\u00ean t\u1ee5c c\u1eadp nh\u1eadt.<\/span><\/p>\n

\"ThS.
ThS. Thomas chia s\u1ebb v\u1ec1 y\u00eau c\u1ea7u m\u1edbi trong \u0111\u00e0o t\u1ea1o CNTT, nh\u1ea5n m\u1ea1nh vai tr\u00f2 c\u1ee7a t\u01b0 duy th\u1ef1c ti\u1ec5n v\u00e0 chu\u1ea9n m\u1ef1c to\u00e0n c\u1ea7u.<\/span><\/figcaption><\/figure>\n

\u00d4ng cho r\u1eb1ng ti\u00eau chu\u1ea9n an ninh th\u00f4ng tin to\u00e0n c\u1ea7u lu\u00f4n thay \u0111\u1ed5i, v\u00e0 \u0111i\u1ec1u quan tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft l\u00e0 ph\u1ea3i li\u00ean t\u1ee5c c\u1eadp nh\u1eadt.<\/span><\/p>\n

Th\u1ef1c t\u1ebf cho th\u1ea5y, c\u00e1c v\u1ee5 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng gia t\u0103ng c\u1ea3 v\u1ec1 quy m\u00f4 l\u1eabn t\u1ea7n su\u1ea5t. Trong th\u1eddi \u0111\u1ea1i m\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn, t\u1eeb ch\u00ednh ph\u1ee7 \u0111\u1ebfn doanh nghi\u1ec7p \u0111\u1ec1u n\u1eafm gi\u1eef l\u01b0\u1ee3ng th\u00f4ng tin kh\u1ed5ng l\u1ed3, nguy c\u01a1 r\u00f2 r\u1ec9 v\u00e0 l\u1ea1m d\u1ee5ng d\u1eef li\u1ec7u c\u00e1 nh\u00e2n tr\u1edf n\u00ean r\u00f5 r\u1ec7t h\u01a1n bao gi\u1edd h\u1ebft.<\/span><\/p>\n

Nh\u1ea5n m\u1ea1nh vai tr\u00f2 c\u1ee7a th\u1ebf h\u1ec7 tr\u1ebb, ThS. Thomas chia s\u1ebb:\u201cTrong m\u1ed9t th\u1ebf gi\u1edbi n\u01a1i d\u1eef li\u1ec7u li\u00ean t\u1ee5c b\u1ecb thu th\u1eadp v\u00e0 r\u00f2 r\u1ec9, th\u1ebf h\u1ec7 c\u00f4ng ngh\u1ec7 m\u1edbi kh\u00f4ng ch\u1ec9 c\u1ea7n tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt hi\u1ec7n c\u00f3, m\u00e0 c\u00f2n ph\u1ea3i g\u00f3p ph\u1ea7n t\u1ea1o ra nh\u1eefng ti\u00eau chu\u1ea9n m\u1edbi.\u201d<\/span><\/p>\n

\u0110i\u1ec1u n\u00e0y c\u0169ng \u0111\u1eb7t ra y\u00eau c\u1ea7u m\u1edbi cho \u0111\u00e0o t\u1ea1o CNTT: kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u hi\u1ec7n t\u1ea1i, m\u00e0 ph\u1ea3i trang b\u1ecb cho ng\u01b0\u1eddi h\u1ecdc n\u0103ng l\u1ef1c ki\u1ebfn t\u1ea1o chu\u1ea9n m\u1ef1c khi an ninh th\u00f4ng tin \u0111\u00e3 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ecdi l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7.<\/span><\/p>\n

M\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o \u1ee9ng d\u1ee5ng thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa gi\u1ea3ng \u0111\u01b0\u1eddng v\u00e0 doanh nghi\u1ec7p<\/b><\/span><\/h2>\n

M\u1ed9t trong nh\u1eefng kh\u00e1c bi\u1ec7t l\u1edbn nh\u1ea5t gi\u1eefa c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o CNTT n\u1eb1m \u1edf c\u00e1ch ti\u1ebfp c\u1eadn gi\u1eefa l\u00fd thuy\u1ebft v\u00e0 tri\u1ec3n khai.<\/span><\/p>\n

Theo ThS. Thomas, m\u00f4 h\u00ecnh khoa h\u1ecdc \u1ee9ng d\u1ee5ng (Applied Sciences) mang l\u1ea1i tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp th\u00f4ng qua th\u1ef1c h\u00e0nh, v\u1edbi s\u1ef1 li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd gi\u1eefa nh\u00e0 tr\u01b0\u1eddng v\u00e0 doanh nghi\u1ec7p. Thay v\u00ec ch\u1ec9 h\u1ecdc l\u00fd thuy\u1ebft v\u00e0 ki\u1ec3m tra ki\u1ebfn th\u1ee9c, sinh vi\u00ean \u0111\u01b0\u1ee3c tham gia gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n g\u1eafn v\u1edbi nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p ngay t\u1eeb khi c\u00f2n tr\u00ean gh\u1ebf nh\u00e0 tr\u01b0\u1eddng.<\/span><\/p>\n

Trong c\u00e1c m\u00f4 h\u00ecnh truy\u1ec1n th\u1ed1ng, sinh vi\u00ean th\u01b0\u1eddng ch\u1ec9 th\u1ef1c s\u1ef1 hi\u1ec3u c\u00e1ch \u00e1p d\u1ee5ng ki\u1ebfn th\u1ee9c khi b\u01b0\u1edbc v\u00e0o m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c. Ng\u01b0\u1ee3c l\u1ea1i, v\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn \u1ee9ng d\u1ee5ng, qu\u00e1 tr\u00ecnh h\u1ecdc v\u00e0 l\u00e0m di\u1ec5n ra song song. Sinh vi\u00ean v\u1eeba h\u1ecdc l\u00fd thuy\u1ebft, v\u1eeba l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, c\u00f4ng c\u1ee5 v\u00e0 c\u00e1c t\u00ecnh hu\u1ed1ng trong b\u1ed1i c\u1ea3nh v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/span><\/p>\n

\u201cB\u1eb1ng c\u00e1ch gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n th\u1ef1c v\u1edbi d\u1eef li\u1ec7u th\u1ef1c, sinh vi\u00ean h\u1ecdc \u0111\u01b0\u1ee3c c\u00e1ch x\u00e2y d\u1ef1ng nh\u1eefng gi\u1ea3i ph\u00e1p th\u1ef1c s\u1ef1 ho\u1ea1t \u0111\u1ed9ng trong th\u1ebf gi\u1edbi th\u1ef1c\u201d<\/span><\/i>, ThS. Thomas nh\u1ea5n m\u1ea1nh. \u0110\u00e2y ch\u00ednh l\u00e0 n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i gi\u00fap ng\u01b0\u1eddi h\u1ecdc\u00a0 CNTT th\u00f4ng minh <\/span>th\u00edch nghi nhanh v\u1edbi m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c to\u00e0n c\u1ea7u.<\/span><\/span><\/p>\n

N\u0103ng l\u1ef1c ngo\u1ea1i ng\u1eef c\u00f9ng t\u01b0 duy to\u00e0n c\u1ea7u – hai \u0111i\u1ec1u ki\u1ec7n b\u1eaft bu\u1ed9c \u0111\u1ec3 theo k\u1ecbp chu\u1ea9n c\u00f4ng ngh\u1ec7<\/b><\/span><\/h2>\n

CCNT l\u00e0 l\u0129nh v\u1ef1c kh\u00f4ng c\u00f3 bi\u00ean gi\u1edbi, n\u01a1i c\u00e1c ti\u00eau chu\u1ea9n c\u00f4ng ngh\u1ec7 li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt v\u00e0 lan t\u1ecfa tr\u00ean ph\u1ea1m vi to\u00e0n c\u1ea7u. Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n nhanh, ti\u1ebfng Anh kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5 giao ti\u1ebfp, m\u00e0 l\u00e0 \u201cng\u00f4n ng\u1eef c\u1ee7a tri th\u1ee9c\u201d, gi\u00fap ng\u01b0\u1eddi h\u1ecdc ti\u1ebfp c\u1eadn t\u00e0i li\u1ec7u chuy\u00ean m\u00f4n, ti\u00eau chu\u1ea9n k\u1ef9 thu\u1eadt v\u00e0 c\u00e1c quy \u0111\u1ecbnh qu\u1ed1c t\u1ebf m\u1edbi nh\u1ea5t.\u00a0<\/span><\/p>\n

\u0110\u1eb7c bi\u1ec7t, t\u1ea1i ch\u00e2u \u00c2u – n\u01a1i \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 c\u00f3 h\u1ec7 th\u1ed1ng ph\u00e1p l\u00fd nghi\u00eam ng\u1eb7t h\u00e0ng \u0111\u1ea7u v\u1ec1 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u, c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt kh\u00f4ng ch\u1ec9 mang t\u00ednh khuy\u1ebfn ngh\u1ecb, m\u00e0 \u0111i k\u00e8m v\u1edbi nh\u1eefng ch\u1ebf t\u00e0i r\u1ea5t cao \u0111\u1ed1i v\u1edbi vi ph\u1ea1m.<\/span><\/p>\n

Vi\u1ec7c ch\u1ee7 \u0111\u1ed9ng t\u00ecm hi\u1ec3u v\u00e0 ti\u1ebfp c\u1eadn c\u00e1c chu\u1ea9n m\u1ef1c n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap sinh vi\u00ean n\u00e2ng cao n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n, m\u00e0 c\u00f2n h\u00ecnh th\u00e0nh t\u01b0 duy to\u00e0n c\u1ea7u: bi\u1ebft quan s\u00e1t c\u00e1ch c\u00e1c qu\u1ed1c gia kh\u00e1c tri\u1ec3n khai, t\u1eeb \u0111\u00f3 ch\u1ecdn l\u1ecdc v\u00e0 \u00e1p d\u1ee5ng nh\u1eefng th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t v\u00e0o b\u1ed1i c\u1ea3nh c\u1ee7a m\u00ecnh.<\/span><\/p>\n

T\u1eeb tinh th\u1ea7n t\u1ef1 h\u1ecdc \u0111\u1ebfn n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c<\/b><\/span><\/h3>\n

Kh\u00f4ng gi\u1ed1ng nh\u01b0 b\u1eadc ph\u1ed5 th\u00f4ng, m\u00f4i tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111\u1eb7c bi\u1ec7t trong l\u0129nh v\u1ef1c CNTT \u0111\u00f2i h\u1ecfi sinh vi\u00ean ph\u1ea3i ch\u1ee7 \u0111\u1ed9ng trong vi\u1ec7c h\u1ecdc. Theo ThS. Thomas, y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 ki\u1ebfn th\u1ee9c s\u1eb5n c\u00f3, m\u00e0 l\u00e0 kh\u00e1t khao h\u1ecdc h\u1ecfi v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 kh\u00e1m ph\u00e1.<\/span><\/p>\n

Sinh vi\u00ean kh\u00f4ng n\u00ean ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ti\u1ebfp nh\u1eadn ki\u1ebfn th\u1ee9c tr\u00ean l\u1edbp, m\u00e0 c\u1ea7n ch\u1ee7 \u0111\u1ed9ng t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n, \u0111\u1eb7t c\u00e2u h\u1ecfi v\u00e0 th\u1eed x\u00e2y d\u1ef1ng c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n. \u00d4ng nh\u1ea5n m\u1ea1nh:<\/span>\u201dNg\u01b0\u1eddi h\u1ecdc c\u1ea7n bi\u1ebfn ki\u1ebfn th\u1ee9c th\u00e0nh s\u1ea3n ph\u1ea9m v\u00e0 gi\u1ea3i ph\u00e1p c\u1ee5 th\u1ec3, thay v\u00ec ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ti\u1ebfp thu l\u00fd thuy\u1ebft\u201d<\/span><\/i>, thay v\u00ec ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ti\u1ebfp thu l\u00fd thuy\u1ebft. Ch\u00ednh qu\u00e1 tr\u00ecnh n\u00e0y gi\u00fap h\u00ecnh th\u00e0nh t\u01b0 duy \u0111\u1ed9c l\u1eadp – n\u1ec1n t\u1ea3ng quan tr\u1ecdng \u0111\u1ec3 b\u01b0\u1edbc v\u00e0o nh\u1eefng l\u0129nh v\u1ef1c ph\u1ee9c t\u1ea1p nh\u01b0 AI hay Big Data.<\/span><\/span><\/p>\n

Trong tri\u1ec3n khai th\u1ef1c t\u1ebf, c\u00e1c b\u00e0i to\u00e1n v\u1ec1 d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ebfm khi v\u1eadn h\u00e0nh m\u1ed9t c\u00e1ch \u201cl\u00fd t\u01b0\u1edfng\u201d nh\u01b0 trong s\u00e1ch v\u1edf. D\u1eef li\u1ec7u c\u00f3 th\u1ec3 kh\u00f4ng ho\u00e0n h\u1ea3o. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ph\u00e1t sinh l\u1ed7i. C\u00e1c t\u00ecnh hu\u1ed1ng th\u01b0\u1eddng v\u01b0\u1ee3t ngo\u00e0i d\u1ef1 \u0111o\u00e1n. V\u00ec v\u1eady, ch\u1ec9 khi \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn v\u1edbi nh\u1eefng b\u00e0i to\u00e1n c\u1ee5 th\u1ec3, ng\u01b0\u1eddi h\u1ecdc m\u1edbi hi\u1ec3u c\u00e1ch c\u00f4ng ngh\u1ec7 v\u1eadn h\u00e0nh v\u00e0 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c gi\u1ea3i ph\u00e1p c\u00f3 gi\u00e1 tr\u1ecb.<\/span><\/p>\n

\"Thay
Thay v\u00ec tu\u00e2n theo m\u1ed9t k\u1ebf ho\u1ea1ch c\u1ee9ng nh\u1eafc, sinh vi\u00ean l\u00e0m vi\u1ec7c l\u1eb7p \u0111\u1ec3 li\u00ean t\u1ee5c c\u1ea3i ti\u1ebfn s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i th\u1ef1c t\u1ebf<\/figcaption><\/figure>\n

C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng trong m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o t\u1ea1i Finland Metropolia Vietnam, n\u01a1i sinh vi\u00ean \u0111\u01b0\u1ee3c tham gia c\u00e1c d\u1ef1 \u00e1n g\u1eafn v\u1edbi doanh nghi\u1ec7p, l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 nh\u01b0 trong m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c qu\u1ed1c t\u1ebf. Th\u00f4ng qua m\u00f4 h\u00ecnh h\u1ecdc theo d\u1ef1 \u00e1n (Project-Based Learning), ng\u01b0\u1eddi h\u1ecdc kh\u00f4ng ch\u1ec9 ti\u1ebfp c\u1eadn ki\u1ebfn th\u1ee9c, m\u00e0 c\u00f2n r\u00e8n luy\u1ec7n n\u0103ng l\u1ef1c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 trong b\u1ed1i c\u1ea3nh v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/span><\/p>\n

Thay v\u00ec ch\u1edd \u0111\u1ebfn khi t\u1ed1t nghi\u1ec7p m\u1edbi b\u1eaft \u0111\u1ea7u th\u00edch nghi, sinh vi\u00ean \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb ngay trong qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o\u00a0 v\u1edbi t\u01b0 duy th\u1ef1c ti\u1ec5n v\u00e0 kh\u1ea3 n\u0103ng tri\u1ec3n khai c\u00f4ng vi\u1ec7c t\u1eeb s\u1edbm.<\/span><\/p>\n

Ng\u00e0nh CNTT th\u00f4ng minh \u0111\u00e0o t\u1ea1o th\u1ebf h\u1ec7 chuy\u00ean gia v\u1edbi n\u0103ng l\u1ef1c l\u00e0m vi\u1ec7c th\u1ef1c t\u1ebf trong m\u00f4i tr\u01b0\u1eddng to\u00e0n c\u1ea7u<\/b><\/span><\/h3>\n

Trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i t\u1eebng ng\u00e0y, l\u1ee3i th\u1ebf kh\u00f4ng c\u00f2n thu\u1ed9c v\u1ec1 ng\u01b0\u1eddi bi\u1ebft nhi\u1ec1u nh\u1ea5t, m\u00e0 thu\u1ed9c v\u1ec1 ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi nhanh v\u00e0 h\u00e0nh \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 trong nh\u1eefng t\u00ecnh hu\u1ed1ng kh\u00f4ng ho\u00e0n h\u1ea3o.<\/span><\/p>\n

CNTT th\u00f4ng minh kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c t\u00e1ch bi\u1ec7t, m\u00e0 l\u00e0 s\u1ef1 h\u1ed9i t\u1ee5 c\u1ee7a nhi\u1ec1u n\u0103ng l\u1ef1c: t\u01b0 duy to\u00e0n c\u1ea7u, kh\u1ea3 n\u0103ng th\u1ef1c h\u00e0nh, tinh th\u1ea7n t\u1ef1 h\u1ecdc v\u00e0 tr\u00e1ch nhi\u1ec7m v\u1edbi d\u1eef li\u1ec7u. \u0110\u00e2y c\u0169ng l\u00e0 y\u1ebfu t\u1ed1 ph\u00e2n bi\u1ec7t gi\u1eefa m\u1ed9t ng\u01b0\u1eddi bi\u1ebft c\u00f4ng ngh\u1ec7 v\u00e0 m\u1ed9t ng\u01b0\u1eddi th\u1ef1c s\u1ef1 l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7.<\/span><\/p>\n

Trong b\u1ed1i c\u1ea3nh AI v\u00e0 Big Data \u0111ang t\u00e1i \u0111\u1ecbnh h\u00ecnh th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng, doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 t\u00ecm ki\u1ebfm nh\u1eefng ng\u01b0\u1eddi gi\u1ecfi k\u1ef9 thu\u1eadt, m\u00e0 c\u1ea7n nh\u1eefng c\u00e1 nh\u00e2n c\u00f3 th\u1ec3 tri\u1ec3n khai gi\u1ea3i ph\u00e1p trong m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf, n\u01a1i d\u1eef li\u1ec7u kh\u00f4ng ho\u00e0n h\u1ea3o v\u00e0 v\u1ea5n \u0111\u1ec1 lu\u00f4n bi\u1ebfn \u0111\u1ed5i.<\/span><\/p>\n

\u0110\u00e2y c\u0169ng l\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng m\u00e0 Finland Metropolia Vietnam theo \u0111u\u1ed5i: kh\u00f4ng d\u1eebng l\u1ea1i \u1edf vi\u1ec7c trang b\u1ecb ki\u1ebfn th\u1ee9c, m\u00e0 t\u1eadp trung ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c l\u00e0m vi\u1ec7c th\u00f4ng qua m\u00f4 h\u00ecnh h\u1ecdc g\u1eafn v\u1edbi doanh nghi\u1ec7p v\u00e0 chu\u1ea9n qu\u1ed1c t\u1ebf. Sinh vi\u00ean \u0111\u01b0\u1ee3c r\u00e8n luy\u1ec7n \u0111\u1ec3 c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m ngay t\u1eeb khi c\u00f2n tr\u00ean gh\u1ebf nh\u00e0 tr\u01b0\u1eddng.<\/span><\/p>\n

\u1ede g\u00f3c nh\u00ecn d\u00e0i h\u1ea1n, CNTT th\u00f4ng minh kh\u00f4ng ch\u1ec9 l\u00e0 l\u1ee3i th\u1ebf ngh\u1ec1 nghi\u1ec7p, m\u00e0 c\u00f2n l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 m\u1ed7i c\u00e1 nh\u00e2n tham gia x\u00e2y d\u1ef1ng m\u1ed9t x\u00e3 h\u1ed9i s\u1ed1 an to\u00e0n v\u00e0 b\u1ec1n v\u1eefng.<\/span><\/p>\n

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

CNTT th\u00f4ng minh gi\u00fap ng\u01b0\u1eddi h\u1ecdc l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7, gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c v\u00e0 th\u00edch \u1ee9ng v\u1edbi chu\u1ea9n qu\u1ed1c t\u1ebf trong k\u1ef7 nguy\u00ean d\u1eef li\u1ec7u<\/p>\n","protected":false},"author":7,"featured_media":2486,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2506","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2506","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=2506"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2506\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/2486"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=2506"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=2506"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=2506"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}