{"id":6918,"date":"2020-09-21T09:46:39","date_gmt":"2020-09-21T09:46:39","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=6918"},"modified":"2020-09-21T09:46:39","modified_gmt":"2020-09-21T09:46:39","slug":"buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/","title":{"rendered":"B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb &#8216;d\u1eef li\u1ec7u&#8217; sang &#8216;ki\u1ebfn th\u1ee9c&#8217;. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Cu\u1ed9c c\u00e1ch m\u1ea1ng <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) \u0111\u00e3 \u0111\u01b0\u1ee3c kh\u1edfi \u0111\u1ed9ng t\u1eeb h\u01a1n n\u1eeda th\u1ebf k\u1ef7 tr\u01b0\u1edbc. Trong th\u1eadp k\u1ef7 qua, AI \u0111\u00e3 ph\u00e1t tri\u1ec3n t\u1eeb m\u1ed9t l\u0129nh v\u1ef1c khoa h\u1ecdc h\u00e0n l\u00e2m \u0111\u1ec3 b\u1eaft \u0111\u1ea7u tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n thi\u1ebft th\u1ef1c trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a ch\u00fang ta. C\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh AI ph\u1ed5 bi\u1ebfn nh\u1ea5t m\u00e0 ch\u00fang ta th\u1ea5y \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. Ch\u00fang t\u00f4i tin r\u1eb1ng d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n hi\u1ec7n l\u00e0 con \u0111\u01b0\u1eddng chi\u1ebfn l\u01b0\u1ee3c nh\u1ea5t cho c\u00e1c c\u00f4ng ty AI, nh\u01b0ng trong nh\u1eefng n\u0103m t\u1edbi, d\u1eef li\u1ec7u n\u00e0y s\u1ebd kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t t\u00e0i s\u1ea3n duy nh\u1ea5t, khi\u1ebfn cho s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n tr\u1edf n\u00ean k\u00e9m b\u1ec1n v\u1eefng h\u01a1n. Do \u0111\u00f3, ch\u00fang t\u00f4i mong \u0111\u1ee3i s\u1ef1 thay \u0111\u1ed5i tr\u1ecdng t\u00e2m, t\u1eeb c\u00e1c chi\u1ebfn l\u01b0\u1ee3c AI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u sang c\u00e1c chi\u1ebfn l\u01b0\u1ee3c AI d\u1ef1a tr\u00ean tri th\u1ee9c.<\/p>\n<p>S\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a d\u1eef li\u1ec7u l\u1edbn, \u0111\u01b0\u1ee3c t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i b\u1eb1ng vi\u1ec7c tri\u1ec3n khai nhi\u1ec1u c\u1ea3m bi\u1ebfn, k\u1ebft n\u1ed1i internet v\u00e0 c\u1ea3i ti\u1ebfn ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m v\u1ec1 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n, kh\u1ea3 n\u0103ng giao ti\u1ebfp v\u00e0 l\u01b0u tr\u1eef k\u1ef9 thu\u1eadt s\u1ed1, \u0111\u00e3 cho ph\u00e9p AI m\u1edf r\u1ed9ng quy m\u00f4 t\u1eeb c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u h\u1ecdc thu\u1eadt nh\u1ecf \u0111\u1ebfn c\u00e1c \u1ee9ng d\u1ee5ng s\u1ea3n xu\u1ea5t \u1edf doanh nghi\u1ec7p l\u1edbn. V\u1ec1 c\u01a1 b\u1ea3n, d\u1eef li\u1ec7u l\u1edbn y\u00eau c\u1ea7u c\u00e1c m\u00f4 h\u00ecnh AI ph\u1ee9c t\u1ea1p \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 thu th\u1eadp ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 th\u00f4ng tin chi ti\u1ebft, trong khi c\u00e1c m\u00f4 h\u00ecnh AI c\u1ea7n kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn quan tr\u1ecdng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o v\u00e0 t\u1ed1i \u01b0u h\u00f3a. Do \u0111\u00f3, hi\u1ec7n t\u1ea1i, d\u1eef li\u1ec7u th\u01b0\u1eddng \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ee7 cho c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p AI. L\u00e0 nh\u1eefng nh\u00e0 \u0111\u1ea7u t\u01b0 m\u1ea1o hi\u1ec3m, ch\u00fang t\u00f4i th\u1ea5y hi\u1ec7n t\u01b0\u1ee3ng n\u00e0y di\u1ec5n ra th\u01b0\u1eddng xuy\u00ean. Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, ch\u00fang t\u00f4i \u0111\u00e3 ch\u1ee9ng ki\u1ebfn \u200b\u200bnhi\u1ec1u c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u0111\u1eb7t vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u l\u00e0m tr\u1ecdng t\u00e2m trong chi\u1ebfn l\u01b0\u1ee3c kinh doanh c\u1ee7a h\u1ecd. Ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u c\u00f4ng ty nh\u01b0 v\u1eady nh\u1ea5n m\u1ea1nh v\u00e0o c\u00e1c t\u1eadp d\u1eef li\u1ec7u duy nh\u1ea5t m\u00e0 h\u1ecd \u0111\u00e3 c\u00f3 \u0111\u01b0\u1ee3c v\u00e0 chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n c\u1ee7a h\u1ecd \u0111\u1ec3 thu th\u1eadp th\u00eam d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n &#8211; nh\u01b0 m\u1ed9t r\u00e0o c\u1ea3n gia nh\u1eadp b\u1ec1n v\u1eefng. H\u01a1n n\u1eefa, khi c\u00e1c c\u00f4ng c\u1ee5 AI v\u00e0 n\u1ec1n t\u1ea3ng AI-as-a-service \u0111\u00e3 ph\u1ed5 bi\u1ebfn h\u00f3a s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 d\u1eef li\u1ec7u c\u00f4ng khai \u0111\u00e3 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, nhu c\u1ea7u x\u00e2y d\u1ef1ng v\u00e0 b\u1ea3o v\u1ec7 m\u1ed9t h\u00e0o d\u1eef li\u1ec7u \u0111\u00e3 tr\u1edf n\u00ean r\u00f5 r\u00e0ng.<\/p>\n<p>Trong h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 ng\u00e0y nay, th\u1ecb tr\u01b0\u1eddng ng\u00e0y c\u00e0ng \u0111\u00f3n ch\u00e0o c\u00e1c c\u00f4ng ty b\u1eb1ng c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh AI h\u00e0ng \u0111\u1ea7u v\u00e0 quy\u1ec1n ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n &#8211; nh\u01b0 m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh \u0111\u00e1ng k\u1ec3 v\u00e0 b\u1ec1n v\u1eefng. C\u00e1c c\u00f4ng ty nh\u01b0 Google v\u00e0 Netflix \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u00e0 qu\u1ea3n l\u00fd c\u00e1c b\u1ed9 d\u1eef li\u1ec7u l\u1edbn v\u00e0 c\u00f3 th\u1ea9m quy\u1ec1n trong m\u1ed9t th\u1eddi gian d\u00e0i, trong khi nhi\u1ec1u c\u00f4ng ty kh\u00e1c ph\u1ea3i v\u1eadt l\u1ed9n v\u00f4 \u00edch \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng c\u1ee7a h\u1ecd. M\u1ed9t v\u00ed d\u1ee5 l\u00e0 s\u1ef1 gi\u00e1n \u0111o\u1ea1n l\u1edbn c\u1ee7a c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 truy\u1ec1n th\u00f4ng v\u00e0 c\u00e1c c\u00f4ng ty s\u1ea3n xu\u1ea5t \u0111\u1ed1i th\u1ee7, v\u1ed1n b\u1ecb l\u1ea5n \u00e1t b\u1edfi chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p c\u1ee7a Netflix .<\/p>\n<p>Tuy nhi\u00ean, do nh\u1eefng ti\u1ebfn b\u1ed9 d\u1ef1 ki\u1ebfn \u200b\u200bv\u1ec1 kh\u1ea3 n\u0103ng v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng trao \u0111\u1ed5i d\u1eef li\u1ec7u, ch\u00fang t\u00f4i tin r\u1eb1ng trong v\u00f2ng m\u1ed9t th\u1eadp k\u1ef7, c\u00e1c &#8220;h\u1ed1&#8221; d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n s\u1ebd k\u00e9m b\u1ec1n v\u1eefng h\u01a1n. Trong khi d\u1eef li\u1ec7u v\u1eabn s\u1ebd th\u00fac \u0111\u1ea9y \u0111\u1ed9ng c\u01a1 t\u1ea1o gi\u00e1 tr\u1ecb cho AI, c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh AI s\u1ebd ng\u00e0y c\u00e0ng t\u1eadp trung v\u00e0o tri \u200b\u200bth\u1ee9c.<\/p>\n<h3>Chuy\u1ec3n l\u00ean Kim t\u1ef1 th\u00e1p gi\u00e1 tr\u1ecb c\u1ee7a AI, h\u01b0\u1edbng t\u1edbi Ph\u00e2n l\u1edbp tri th\u1ee9c<\/h3>\n<p>Kim t\u1ef1 th\u00e1p gi\u00e1 tr\u1ecb AI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi tri \u200b\u200bth\u1ee9c. M\u1eb7c d\u00f9 ng\u00e0y nay \u201cch\u00fang ta \u0111ang ch\u00ecm trong th\u00f4ng tin nh\u01b0ng l\u1ea1i \u0111\u00f3i v\u1edbi ki\u1ebfn \u200b\u200bth\u1ee9c\u201d, ch\u00fang t\u00f4i k\u1ef3 v\u1ecdng s\u1ebd t\u0103ng kim t\u1ef1 th\u00e1p gi\u00e1 tr\u1ecb AI, h\u01b0\u1edbng t\u1edbi l\u1edbp tri th\u1ee9c. Th\u1eadt v\u1eady, ch\u00fang t\u00f4i \u0111\u00e3 b\u1eaft \u0111\u1ea7u th\u1ea5y nh\u1eefng ti\u1ebfn b\u1ed9 s\u1ebd th\u00fac \u0111\u1ea9y v\u00e0 \u0111\u1ea9y nhanh xu h\u01b0\u1edbng n\u00e0y b\u1eb1ng c\u00e1ch t\u1ea1o ra c\u00e1c trao \u0111\u1ed5i d\u1eef li\u1ec7u. Ch\u00fang t\u00f4i k\u1ef3 v\u1ecdng r\u1eb1ng vi\u1ec7c trao \u0111\u1ed5i d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i b\u1eb1ng s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa t\u00ednh kh\u1ea3 thi ng\u00e0y c\u00e0ng t\u0103ng v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng chia s\u1ebb d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c h\u00e0ng h\u00f3a h\u00f3a \u0111\u1ec3 \u0111\u1ed5i l\u1ea1i ki\u1ebfn \u200b\u200bth\u1ee9c c\u00f3 gi\u00e1 tr\u1ecb. T\u00f3m l\u1ea1i, d\u1eef li\u1ec7u s\u1ebd tr\u1edf n\u00ean phong ph\u00fa h\u01a1n, s\u1eb5n c\u00f3, \u0111\u00e1ng tin c\u1eady v\u00e0 \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a v\u00e0 kh\u00f4ng t\u1ed1n k\u00e9m &#8211; \u0111\u1ecbnh ngh\u0129a ho\u00e0n h\u1ea3o c\u1ee7a m\u1ed9t h\u00e0ng h\u00f3a l\u00fd t\u01b0\u1edfng. Vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u nh\u01b0 m\u1ed9t r\u00e0o c\u1ea3n gia nh\u1eadp b\u1ec1n v\u1eefng s\u1ebd kh\u00f3 kh\u0103n h\u01a1n trong t\u01b0\u01a1ng lai.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>T\u00ednh kh\u1ea3 thi ng\u00e0y c\u00e0ng t\u0103ng trong vi\u1ec7c chia s\u1ebb d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c nh\u1edd s\u1ef1 gia t\u0103ng c\u1ee7a c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u th\u00f4ng qua Internet of Things (IoT) . Ngo\u00e0i ra, c\u00f2n c\u00f3 c\u00e1c k\u1ef9 thu\u1eadt, giao th\u1ee9c v\u00e0 ti\u00eau chu\u1ea9n m\u1edbi \u0111\u1ec3 g\u1ed9p, chia s\u1ebb v\u00e0 trao \u0111\u1ed5i d\u1eef li\u1ec7u. Trong t\u01b0\u01a1ng lai, kh\u1ea3 n\u0103ng chia s\u1ebb d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng t\u0103ng s\u1ebd tr\u1edf n\u00ean th\u1ef1c s\u1ef1 quan tr\u1ecdng khi c\u00f3 \u0111\u1ed9ng l\u1ef1c v\u00e0 xu h\u01b0\u1edbng ng\u00e0y c\u00e0ng t\u0103ng \u0111\u1ec3 l\u00e0m nh\u01b0 v\u1eady. Khi AI ph\u00e1 ho\u1ea1i v\u00e0 ph\u00e1 v\u1ee1 c\u00e1c r\u00e0o c\u1ea3n c\u1ea1nh tranh k\u1ebf th\u1eeba \u0111\u1ec3 gia nh\u1eadp, nhi\u1ec1u t\u1ed5 ch\u1ee9c kh\u00f4ng ng\u1eebng c\u1ed1 g\u1eafng thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n c\u1ee7a ri\u00eang h\u1ecd v\u00e0 ki\u1ebfm ti\u1ec1n t\u1eeb n\u00f3. Than \u00f4i, vi\u1ec7c thu th\u1eadp v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y kh\u00f4ng d\u1ec5 d\u00e0ng, c\u0169ng kh\u00f4ng hi\u1ec7u qu\u1ea3 v\u00e0 do \u0111\u00f3 t\u1ea1o ra s\u1ef1 b\u1ea5t h\u00f2a v\u1ec1 chi\u1ebfn l\u01b0\u1ee3c. \u0110i\u1ec1u n\u00e0y l\u00e0 do, trong khi AI ng\u00e0y c\u00e0ng tr\u1edf n\u00ean kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c t\u1ed5 ch\u1ee9c, n\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a k\u1ef9 n\u0103ng k\u1ebf th\u1eeba ho\u1eb7c chuy\u00ean m\u00f4n c\u1ed1t l\u00f5i c\u1ee7a h\u1ecd. Ngo\u00e0i ra, t\u00ecnh tr\u1ea1ng thi\u1ebfu k\u1ef9 s\u01b0 , nh\u00e0 ph\u00e1t tri\u1ec3n, tr\u01b0\u1edfng nh\u00f3m s\u1ea3n ph\u1ea9m v\u00e0 nh\u00e0 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 AI \u0111\u00e3 l\u00e0m gia t\u0103ng s\u1ef1 b\u1ea5t \u0111\u1ed3ng n\u00e0y v\u00e0 d\u1eabn \u0111\u1ebfn vi\u1ec7c \u01b0a th\u00edch gi\u1ea3i ph\u00e1p chia s\u1ebb d\u1eef li\u1ec7u v\u1edbi m\u1ee5c ti\u00eau trao \u0111\u1ed5i ki\u1ebfn \u200b\u200bth\u1ee9c.<\/p>\n<p>M\u1ed9t v\u00ed d\u1ee5 v\u1ec1 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa kh\u1ea3 n\u0103ng v\u00e0 s\u1ef1 s\u1eb5n s\u00e0ng t\u1ea1o ra th\u00f4ng qua trao \u0111\u1ed5i d\u1eef li\u1ec7u \u0111\u1ec3 t\u1ea1o ra tri th\u1ee9c l\u00e0 \u0111\u1ec1 xu\u1ea5t m\u1edbi c\u1ee7a Li\u00ean minh Ch\u00e2u \u00c2u, nh\u1eb1m t\u1ea1o ra &#8220;m\u1ed9t th\u1ecb tr\u01b0\u1eddng duy nh\u1ea5t cho d\u1eef li\u1ec7u&#8221;, nh\u1eb1m trao quy\u1ec1n cho m\u1ecdi ng\u01b0\u1eddi, doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n d\u1ef1a tr\u00ean th\u00f4ng tin chi ti\u1ebft t\u1eeb d\u1eef li\u1ec7u phi c\u00e1 nh\u00e2n \u0111\u1ec3 c\u1ea1nh tranh v\u1edbi nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7 hi\u1ec7n t\u1ea1i .<\/p>\n<p>M\u1ed9t y\u1ebfu t\u1ed1 kh\u00e1c g\u00f3p ph\u1ea7n l\u00e0m cho c\u00e1c h\u00e0o d\u1eef li\u1ec7u tr\u1edf n\u00ean k\u00e9m b\u1ec1n v\u1eefng h\u01a1n l\u00e0 vi\u1ec7c ph\u00e1t minh ra c\u00e1c gi\u1ea3i ph\u00e1p d\u1eef li\u1ec7u m\u1edbi cho ph\u00e9p s\u1eed d\u1ee5ng c\u00e1c b\u1ed9 d\u1eef li\u1ec7u nh\u1ecf h\u01a1n cho c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o. C\u00e1c gi\u1ea3i ph\u00e1p d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p (v\u00ed d\u1ee5: v\u1edbi M\u1ea1ng \u0111\u1ed1i th\u1ee7 chung) v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt gi\u1ea3m thi\u1ec3u kh\u00e1c, nh\u01b0 t\u0103ng c\u01b0\u1eddng d\u1eef li\u1ec7u, c\u00f3 th\u1ec3 cho ph\u00e9p c\u00e1c c\u00f4ng ty t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m AI \u0111\u1ed9t ph\u00e1 m\u00e0 kh\u00f4ng c\u1ea7n l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3.<\/p>\n<h3>X\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c tri th\u1ee9c<\/h3>\n<p>T\u01b0\u01a1ng lai c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng AI s\u1ebd m\u1edf ra m\u1ed9t th\u1ef1c t\u1ebf m\u1edbi cho c\u00e1c doanh nghi\u1ec7p v\u00e0 s\u1ebd \u0111\u00f2i h\u1ecfi ph\u1ea3i s\u1eeda \u0111\u1ed5i chi\u1ebfn l\u01b0\u1ee3c kinh doanh. S\u1ef1 chuy\u1ec3n \u0111\u1ed5i t\u1eeb d\u1eef li\u1ec7u sang tri th\u1ee9c s\u1ebd t\u1ea1o ra c\u00e1c khu\u00f4n kh\u1ed5, quan h\u1ec7 \u0111\u1ed1i t\u00e1c v\u00e0 m\u00f4 h\u00ecnh kinh doanh m\u1edbi, bao g\u1ed3m nh\u1eefng ng\u01b0\u1eddi ch\u01a1i kh\u00e1c nhau mang l\u1ea1i d\u1eef li\u1ec7u, th\u00f4ng tin, m\u00f4 h\u00ecnh AI, l\u01b0u tr\u1eef v\u00e0 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n \u0111\u1ec3 t\u1ea1o ra tri th\u1ee9c. V\u00ec c\u00e1c h\u00e0o d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng s\u1ebd tr\u1edf n\u00ean k\u00e9m b\u1ec1n v\u1eefng h\u01a1n trong th\u1eadp k\u1ef7 t\u1edbi v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c s\u1ebd tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 c\u1ee7a AI, ch\u00fang t\u00f4i tin r\u1eb1ng c\u00e1c doanh nghi\u1ec7p n\u00ean b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c t\u1eadp trung h\u01a1n v\u00e0o ki\u1ebfn \u200b\u200bth\u1ee9c:<\/p>\n<ul>\n<li>X\u00e2y d\u1ef1ng h\u00e0o ki\u1ebfn \u200b\u200bth\u1ee9c, thay v\u00ec h\u00e0o d\u1eef li\u1ec7u, l\u00e0 m\u1ed9t nguy\u00ean t\u1eafc c\u01a1 b\u1ea3n c\u1ea7n ph\u1ea3i c\u00f3 trong chi\u1ebfn l\u01b0\u1ee3c kinh doanh trong t\u01b0\u01a1ng lai.\u00a0C\u00e1c c\u00f4ng ty v\u00e0 t\u1ed5 ch\u1ee9c n\u00ean b\u1eaft \u0111\u1ea7u chu\u1ea9n b\u1ecb cho k\u1ef7 nguy\u00ean l\u1ea5y tri th\u1ee9c l\u00e0m trung t\u00e2m, trong \u0111\u00f3 ng\u01b0\u1eddi chi\u1ebfn th\u1eafng s\u1ebd l\u00e0 nh\u1eefng ng\u01b0\u1eddi \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u00fang, t\u00ecm ki\u1ebfm c\u00e1c d\u1ef1 \u0111o\u00e1n ph\u00f9 h\u1ee3p nh\u1ea5t v\u00e0 thi\u1ebft k\u1ebf c\u00e1c \u1ee9ng d\u1ee5ng d\u1ef1a tr\u00ean AI \u0111\u1ed9t ph\u00e1 nh\u1ea5t.<\/li>\n<li>S\u1eed d\u1ee5ng AI theo c\u00e1ch t\u1eeb tr\u00ean xu\u1ed1ng v\u00e0 c\u1ea5u tr\u00fac doanh nghi\u1ec7p xung quanh l\u1edbp \u1ee9ng d\u1ee5ng v\u00e0 s\u1ea3n ph\u1ea9m.\u00a0C\u00e1c m\u00f4 h\u00ecnh n\u00ean \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u00e0o t\u1ea1o d\u1ef1a tr\u00ean c\u00e1c ng\u00e0nh d\u1ecdc v\u00e0 gi\u1ea3 thuy\u1ebft c\u1ee5 th\u1ec3.\u00a0V\u00ed d\u1ee5, ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ee5 th\u1ec3 trong h\u00ecnh \u1ea3nh, ch\u1ea9n \u0111o\u00e1n, y h\u1ecdc t\u1eeb xa, d\u01b0\u1ee3c h\u1ecdc v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng l\u00e2m s\u00e0ng kh\u00e1c;\u00a0ho\u1eb7c kh\u1ea3 n\u0103ng di chuy\u1ec3n trong qu\u1ea3n l\u00fd \u0111\u1ed9i t\u00e0u, v\u1eadn t\u1ea3i c\u00f4ng c\u1ed9ng v\u00e0 h\u01a1n th\u1ebf n\u1eefa.\u00a0Vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y s\u1ebd d\u1ef1a tr\u00ean ki\u1ebfn \u200b\u200bth\u1ee9c chuy\u00ean s\u00e2u v\u00e0 kinh nghi\u1ec7m th\u1ef1c t\u1ebf trong c\u00e1c l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3, k\u1ebft h\u1ee3p ki\u1ebfn \u200b\u200bth\u1ee9c ng\u1eef c\u1ea3nh v\u00e0 c\u00e1c m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p v\u00e0 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh t\u1ed1t.<\/li>\n<li>C\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bthu th\u1eadp d\u1eef li\u1ec7u n\u00ean \u0111\u01b0\u1ee3c xem ch\u1ec9 l\u00e0 m\u1ed9t cu\u1ed9c theo \u0111u\u1ed5i chi\u1ebfn thu\u1eadt ng\u1eafn h\u1ea1n trong khi quan h\u1ec7 \u0111\u1ed1i t\u00e1c d\u1ef1a tr\u00ean ki\u1ebfn \u200b\u200bth\u1ee9c \u0111\u1ec3 trao \u0111\u1ed5i v\u00e0 h\u1ee3p t\u00e1c n\u00ean \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y v\u00e0 ph\u00e1t tri\u1ec3n nh\u01b0 l\u00e0 chi\u1ebfn l\u01b0\u1ee3c kinh doanh d\u00e0i h\u1ea1n.\u00a0M\u1ed9t v\u00ed d\u1ee5 hi\u1ec7u qu\u1ea3 l\u00e0 n\u0103m ngo\u00e1i, C\u01a1 quan \u0110\u1ed5i m\u1edbi c\u1ee7a Israel \u0111\u00e3 kh\u1edfi \u0111\u1ed9ng m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh th\u00ed \u0111i\u1ec3m v\u1ec1 h\u1ee3p t\u00e1c d\u1ef1a tr\u00ean tri th\u1ee9c gi\u1eefa c\u00e1c b\u1ec7nh vi\u1ec7n v\u00e0 c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7.\u00a0S\u1ef1 h\u1ee3p t\u00e1c n\u00e0y \u0111\u00e3 t\u1ea1o ra h\u00e0ng ch\u1ee5c s\u00e1ng ki\u1ebfn\u00a0[12]\u00a0gi\u1eefa c\u00e1c b\u1ec7nh vi\u1ec7n c\u1ee7a c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c trao \u0111\u1ed5i d\u1eef li\u1ec7u th\u00f4 (v\u00e0 h\u1ea7u h\u1ebft l\u00e0 ch\u01b0a s\u1eed d\u1ee5ng) gi\u1eefa c\u00e1c b\u1ec7nh vi\u1ec7n v\u00e0 t\u1ea1o ra ki\u1ebfn \u200b\u200bth\u1ee9c m\u1edbi v\u00e0 c\u00f3 gi\u00e1 tr\u1ecb do c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p t\u1ea1o ra.<\/li>\n<li>Cu\u1ed1i c\u00f9ng, s\u1ef1 chuy\u1ec3n h\u01b0\u1edbng sang tri th\u1ee9c c\u0169ng s\u1ebd \u0111\u1ecbnh h\u00ecnh chi\u1ebfn l\u01b0\u1ee3c nh\u00e2n s\u1ef1 c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c.\u00a0C\u00e1c c\u00f4ng ty n\u00ean ph\u00e1t tri\u1ec3n m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c nh\u00e2n s\u1ef1 ph\u00f9 h\u1ee3p v\u00e0 th\u00f4ng minh cho t\u01b0\u01a1ng lai c\u1ee7a AI.\u00a0M\u1eb7c d\u00f9 m\u1ed9t s\u1ed1 c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u1eabn s\u1ebd y\u00eau c\u1ea7u thu\u00ea m\u1ed9t nh\u00f3m l\u1edbn c\u00e1c k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u hi\u1ebfm v\u00e0 \u0111\u1eaft ti\u1ec1n, c\u00e1c nh\u00f3m AI c\u1ee7a c\u00e1c c\u00f4ng ty hi\u1ec3u bi\u1ebft thay v\u00e0o \u0111\u00f3 n\u00ean \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf nh\u01b0 m\u1ed9t nh\u00f3m qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 theo \u0111u\u1ed5i v\u00e0 th\u00fac \u0111\u1ea9y quan h\u1ec7 \u0111\u1ed1i t\u00e1c v\u1ec1 ki\u1ebfn \u200b\u200bth\u1ee9c AI, ph\u00e1t minh ra c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean AI v\u00e0 kh\u00e1m ph\u00e1 m\u1ed9t c\u00e1ch s\u00e1ng t\u1ea1o ch\u00e2n tr\u1eddi t\u01b0\u01a1i s\u00e1ng c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng AI &#8211; \u0111\u01b0\u1ee3c m\u00f4 ph\u1ecfng l\u1ea1i t\u1eeb t\u1eadp trung v\u00e0o d\u1eef li\u1ec7u sang t\u1eadp trung v\u00e0o tri th\u1ee9c.\u00a0H\u01a1n n\u1eefa, c\u00e1c nh\u00f3m AI n\u00ean c\u00f3 nh\u1eefng ng\u01b0\u1eddi hi\u1ec3u b\u1ed1i c\u1ea3nh c\u1ee7a mi\u1ec1n m\u00e0 h\u1ecd \u0111ang ho\u1ea1t \u0111\u1ed9ng. C\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m theo ng\u1eef c\u1ea3nh n\u00e0y n\u00ean bao g\u1ed3m m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn to\u00e0n di\u1ec7n, b\u1eaft ngu\u1ed3n t\u1eeb s\u1ef1 hi\u1ec3u bi\u1ebft c\u1ee7a h\u1ecd v\u1ec1 AI v\u00e0 mi\u1ec1n c\u1ee5 th\u1ec3, ch\u1ee9 kh\u00f4ng ch\u1ec9 c\u00e1c chuy\u00ean gia AI n\u00f3i chung.<\/li>\n<\/ul>\n<p>Nh\u00ecn chung, t\u01b0\u01a1ng lai c\u1ee7a AI ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c chuy\u1ec3n t\u1eeb vi\u1ec7c nh\u1ea5n m\u1ea1nh v\u00e0o c\u00e1c t\u1eadp d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n, sang vi\u1ec7c chia s\u1ebb d\u1eef li\u1ec7u gi\u1eefa c\u00e1c th\u1ef1c th\u1ec3 \u0111\u1ec3 t\u1ea1o ra tri th\u1ee9c.\u00a0\u0110\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c AI th\u00e0nh c\u00f4ng, c\u00e1c c\u00f4ng ty ph\u1ea3i k\u1ebft h\u1ee3p \u0111\u00fang \u0111\u1eafn d\u1eef li\u1ec7u, th\u00f4ng tin, m\u00f4 h\u00ecnh AI, kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef, s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n v\u00e0 h\u01a1n th\u1ebf n\u1eefa, \u0111\u1ec3 b\u1eaft ngu\u1ed3n t\u1eeb ki\u1ebfn \u200b\u200bth\u1ee9c c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<p><em>Theo<\/em> TheNextWeb<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21405\">NVIDIA t\u1ea1i Computex 2025: &#8220;G\u00e3 kh\u1ed5ng l\u1ed3 xanh&#8221; \u0111\u1eb7t c\u01b0\u1ee3c t\u1ea5t c\u1ea3 v\u00e0o AI, GeForce li\u1ec7u c\u00f3 b\u1ecb ra r\u00eca?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Cu&#7897;c c&aacute;ch m&#7841;ng Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;&atilde; &#273;&#432;&#7907;c kh&#7903;i &#273;&#7897;ng t&#7915; h&#417;n n&#7917;a th&#7871; k&#7927; tr&#432;&#7899;c. Trong th&#7853;p k&#7927; qua, AI &#273;&atilde; ph&aacute;t tri&#7875;n t&#7915; m&#7897;t l&#297;nh v&#7921;c khoa h&#7885;c h&agrave;n l&acirc;m &#273;&#7875; b&#7855;t &#273;&#7847;u tr&#7903; th&agrave;nh m&#7897;t ph&#7847;n thi&#7871;t th&#7921;c trong cu&#7897;c s&#7889;ng h&agrave;ng ng&agrave;y c&#7911;a ch&uacute;ng ta. C&aacute;c chi&#7871;n l&#432;&#7907;c kinh&#8230;<\/p>\n","protected":false},"author":2,"featured_media":6919,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[7,677],"class_list":["post-6918","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-ai","tag-big-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb &#039;d\u1eef li\u1ec7u&#039; sang &#039;ki\u1ebfn th\u1ee9c&#039;. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb &#039;d\u1eef li\u1ec7u&#039; sang &#039;ki\u1ebfn th\u1ee9c&#039;. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Cu&#7897;c c&aacute;ch m&#7841;ng Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;&atilde; &#273;&#432;&#7907;c kh&#7903;i &#273;&#7897;ng t&#7915; h&#417;n n&#7917;a th&#7871; k&#7927; tr&#432;&#7899;c. Trong th&#7853;p k&#7927; qua, AI &#273;&atilde; ph&aacute;t tri&#7875;n t&#7915; m&#7897;t l&#297;nh v&#7921;c khoa h&#7885;c h&agrave;n l&acirc;m &#273;&#7875; b&#7855;t &#273;&#7847;u tr&#7903; th&agrave;nh m&#7897;t ph&#7847;n thi&#7871;t th&#7921;c trong cu&#7897;c s&#7889;ng h&agrave;ng ng&agrave;y c&#7911;a ch&uacute;ng ta. C&aacute;c chi&#7871;n l&#432;&#7907;c kinh...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Knowledge.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb &#8216;d\u1eef li\u1ec7u&#8217; 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tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;&atilde; &#273;&#432;&#7907;c kh&#7903;i &#273;&#7897;ng t&#7915; h&#417;n n&#7917;a th&#7871; k&#7927; tr&#432;&#7899;c. Trong th&#7853;p k&#7927; qua, AI &#273;&atilde; ph&aacute;t tri&#7875;n t&#7915; m&#7897;t l&#297;nh v&#7921;c khoa h&#7885;c h&agrave;n l&acirc;m &#273;&#7875; b&#7855;t &#273;&#7847;u tr&#7903; th&agrave;nh m&#7897;t ph&#7847;n thi&#7871;t th&#7921;c trong cu&#7897;c s&#7889;ng h&agrave;ng ng&agrave;y c&#7911;a ch&uacute;ng ta. C&aacute;c chi&#7871;n l&#432;&#7907;c kinh...","twitter_image":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Knowledge.jpg","twitter_misc":{"Written by":"Vanito Hoang","Est. reading time":"16 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#article","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/"},"author":{"name":"Vanito Hoang","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18"},"headline":"B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb &#8216;d\u1eef li\u1ec7u&#8217; sang &#8216;ki\u1ebfn th\u1ee9c&#8217;. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao","datePublished":"2020-09-21T09:46:39+00:00","mainEntityOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/"},"wordCount":3224,"publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Knowledge.jpg","keywords":["ai","big data"],"articleSection":["AI - HPC"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/","url":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/","name":"B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb 'd\u1eef li\u1ec7u' sang 'ki\u1ebfn th\u1ee9c'. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao - Blog | TheGioiMayChu","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#primaryimage"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Knowledge.jpg","datePublished":"2020-09-21T09:46:39+00:00","breadcrumb":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#primaryimage","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Knowledge.jpg","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/09\/TheGioiMayChu-Blog-AI-Knowledge.jpg","width":1000,"height":563},{"@type":"BreadcrumbList","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/buc-tranh-ai-dang-chuyen-tu-du-lieu-sang-kien-thuc-day-la-ly-do-tai-sao-p6918\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/thegioimaychu.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"AI - HPC","item":"https:\/\/thegioimaychu.vn\/blog\/.\/ai-hpc\/"},{"@type":"ListItem","position":3,"name":"B\u1ee9c tranh AI \u0111ang chuy\u1ec3n t\u1eeb &#8216;d\u1eef li\u1ec7u&#8217; 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