{"id":2273,"date":"2019-09-10T08:20:46","date_gmt":"2019-09-10T08:20:46","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=2273"},"modified":"2019-09-10T09:47:26","modified_gmt":"2019-09-10T09:47:26","slug":"hien-trang-ai-va-machine-learning-nam-2019","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/hien-trang-ai-va-machine-learning-nam-2019-p2273\/","title":{"rendered":"Hi\u1ec7n tr\u1ea1ng AI v\u00e0 Machine Learning n\u0103m 2019"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><ul>\n<li>Ti\u1ebfp th\u1ecb v\u00e0 b\u00e1n h\u00e0ng \u01b0u ti\u00ean AI v\u00e0 h\u1ecdc m\u00e1y cao h\u01a1n b\u1ea5t k\u1ef3 b\u1ed9 ph\u1eadn n\u00e0o kh\u00e1c trong c\u00e1c doanh nghi\u1ec7p hi\u1ec7n nay.<\/li>\n<li>Ph\u00e2n t\u00edch in-memory v\u00e0 in-database l\u00e0 quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi l\u0129nh v\u1ef1c T\u00e0i ch\u00ednh, Ti\u1ebfp th\u1ecb v\u00e0 B\u00e1n h\u00e0ng khi n\u00f3i \u0111\u1ebfn vi\u1ec7c m\u1edf r\u1ed9ng c\u00e1c c\u00f4ng vi\u1ec7c ph\u00e1t tri\u1ec3n v\u00e0 m\u00f4 h\u00ecnh h\u00f3a AI v\u00e0 machine learning c\u1ee7a h\u1ecd.<\/li>\n<li>Vi\u1ec7c \u00e1p d\u1ee5ng AI v\u00e0 machine learning c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb R&amp;D l\u00e0 nhanh nh\u1ea5t trong t\u1ea5t c\u1ea3 c\u00e1c b\u1ed9 ph\u1eadn doanh nghi\u1ec7p trong n\u0103m 2019.<\/li>\n<\/ul>\n<p>Nh\u1eefng nh\u1eadn \u0111\u1ecbnh tr\u00ean v\u00e0 nhi\u1ec1u th\u00f4ng tin chi ti\u1ebft th\u00fa v\u1ecb kh\u00e1c l\u00e0 t\u1eeb b\u1ea3n Nghi\u00ean c\u1ee9u Th\u1ecb tr\u01b0\u1eddng Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y l\u1ea7n th\u1ee9\u00a06\u00a0n\u0103m\u00a02019\u00a0c\u1ee7a Dresner Advisory Services \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 v\u00e0o th\u00e1ng tr\u01b0\u1edbc.\u00a0Nghi\u00ean c\u1ee9u cho th\u1ea5y c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bti\u00ean ti\u1ebfn li\u00ean quan \u0111\u1ebfn khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y, bao g\u1ed3m khai th\u00e1c d\u1eef li\u1ec7u, thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn v\u00e0 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c x\u1ebfp h\u1ea1ng \u01b0u ti\u00ean th\u1ee9 8 trong s\u1ed1 37 c\u00f4ng ngh\u1ec7 v\u00e0 s\u00e1ng ki\u1ebfn \u200b\u200b\u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t trong nghi\u00ean c\u1ee9u.\u00a0Vui l\u00f2ng xem\u00a0trang 12 c\u1ee7a kh\u1ea3o s\u00e1t\u00a0\u0111\u1ec3 bi\u1ebft t\u1ed5ng quan v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p lu\u1eadn.<\/p>\n<p>Nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 m\u00e1y h\u1ecdc l\u00e0 m\u1ed9t ti\u1ebfn tr\u00ecnh ph\u00e2n t\u00edch c\u1ee7a ch\u00fang t\u00f4i v\u1ec1 th\u1ecb tr\u01b0\u1eddng n\u00e0y b\u1eaft \u0111\u1ea7u v\u00e0o n\u0103m 2014 nh\u01b0 l\u00e0 m\u1ed9t cu\u1ed9c ki\u1ec3m tra c\u00e1c ph\u00e2n t\u00edch ti\u00ean ti\u1ebfn v\u00e0 d\u1ef1 \u0111o\u00e1n, \u00f4ng\u00a0Howard Netherner, ng\u01b0\u1eddi s\u00e1ng l\u1eadp v\u00e0 gi\u00e1m \u0111\u1ed1c nghi\u00ean c\u1ee9u t\u1ea1i Dresner Advisory Services cho bi\u1ebft\u00a0.\u00a0K\u1ec3 t\u1eeb th\u1eddi \u0111i\u1ec3m \u0111\u00f3, ch\u00fang t\u00f4i \u0111\u00e3 m\u1edf r\u1ed9ng ph\u1ea1m vi n\u1ed9i dung ph\u1ea3n \u00e1nh nh\u1eefng thay \u0111\u1ed5i trong c\u1ea3m x\u00fac v\u00e0 vi\u1ec7c \u1ee9ng d\u1ee5ng, v\u00e0 \u0111\u00e3 th\u00eam c\u00e1c ti\u00eau ch\u00ed m\u1edbi, bao g\u1ed3m m\u1ed9t ph\u1ea7n bao g\u1ed3m c\u00e1c m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh.<\/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>Nh\u1eefng n\u1eafm b\u1eaft ch\u00ednh t\u1eeb b\u1ea3n nghi\u00ean c\u1ee9u bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Khai th\u00e1c d\u1eef li\u1ec7u, thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn v\u00e0 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n l\u00e0 m\u1ed9t trong nh\u1eefng d\u1ef1 \u00e1n \u01b0u ti\u00ean cao nh\u1ea5t cho c\u00e1c doanh nghi\u1ec7p \u00e1p d\u1ee5ng AI v\u00e0 h\u1ecdc m\u00e1y v\u00e0o n\u0103m 2019.<\/strong>\u00a0B\u00e1o c\u00e1o, b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n, t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a ti\u00ean ti\u1ebfn l\u00e0 nh\u1eefng c\u00f4ng ngh\u1ec7 v\u00e0 s\u00e1ng ki\u1ebfn \u200b\u200bchi\u1ebfn l\u01b0\u1ee3c h\u00e0ng \u0111\u1ea7u cho Business Intelligence (BI) hi\u1ec7n nay. Cognitive BI (BI d\u1ef1a tr\u00ean <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>) x\u1ebfp h\u1ea1ng t\u01b0\u01a1ng \u0111\u1ed1i th\u1ea5p \u1edf v\u1ecb tr\u00ed th\u1ee9 27 trong s\u1ed1 c\u00e1c \u01b0u ti\u00ean. S\u01a1 \u0111\u1ed3 sau \u0111\u00e2y li\u1ec7t k\u00ea c\u00e1c \u01b0u ti\u00ean c\u1ee7a 27 c\u00f4ng ngh\u1ec7 v\u00e0 s\u00e1ng ki\u1ebfn \u200b\u200bchi\u1ebfn l\u01b0\u1ee3c cho tr\u00ed tu\u1ec7 doanh nghi\u1ec7p:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2Ftech-initiatives-strategic-to-BI.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>40% c\u00e1c nh\u00f3m Ti\u1ebfp th\u1ecb v\u00e0 B\u00e1n h\u00e0ng cho bi\u1ebft khoa h\u1ecdc d\u1eef li\u1ec7u bao g\u1ed3m AI v\u00e0 h\u1ecdc m\u00e1y l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi th\u00e0nh c\u00f4ng c\u1ee7a h\u1ecd v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t b\u1ed9 ph\u1eadn.\u00a0<\/strong>Ti\u1ebfp th\u1ecb v\u00e0 B\u00e1n h\u00e0ng d\u1eabn \u0111\u1ea7u t\u1ea5t c\u1ea3 c\u00e1c b\u1ed9 ph\u1eadn trong vi\u1ec7c h\u1ecd th\u1ea5y AI v\u00e0 h\u1ecdc m\u00e1y quan tr\u1ecdng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 theo \u0111u\u1ed5i v\u00e0 ho\u00e0n th\u00e0nh m\u1ee5c ti\u00eau t\u0103ng tr\u01b0\u1edfng c\u1ee7a h\u1ecd.\u00a0C\u00e1c trung t\u00e2m n\u0103ng l\u1ef1c kinh doanh th\u00f4ng minh (BICC), R &amp; D v\u00e0 kh\u00e1n gi\u1ea3 qu\u1ea3n l\u00fd \u0111i\u1ec1u h\u00e0nh l\u00e0 nh\u1eefng \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u01b0\u1ee3c quan t\u00e2m nh\u1ea5t ti\u1ebfp theo v\u00e0 t\u1ea5t c\u1ea3 b\u1ed1n vai tr\u00f2 h\u00e0ng \u0111\u1ea7u \u0111\u01b0\u1ee3c tr\u00edch d\u1eabn \u0111\u1ec1u c\u00f3 \u0111i\u1ec3m s\u1ed1 &#8220;quan tr\u1ecdng&#8221; v\u00e0 &#8220;r\u1ea5t quan tr\u1ecdng&#8221; t\u01b0\u01a1ng \u0111\u01b0\u01a1ng tr\u00ean 60%.\u00a0\u0110\u1ed3 h\u1ecda sau \u0111\u00e2y so s\u00e1nh c\u00e1c m\u1ee9c \u0111\u1ed9 quan tr\u1ecdng c\u1ee7a khoa khoa h\u1ecdc d\u1eef li\u1ec7u, bao g\u1ed3m AI v\u00e0 h\u1ecdc m\u00e1y:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2Fmarketing-leads-all-departments-in-AI-interest.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>M\u1ee9c \u0111\u1ed9 quan t\u00e2m cao c\u1ee7a R &amp; D, Marketing v\u00e0 B\u00e1n h\u00e0ng tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c t\u00ednh n\u0103ng ph\u1ea3n \u00e1nh c\u00e1c n\u1ed7 l\u1ef1c k\u1ebft h\u1ee3p \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh t\u0103ng tr\u01b0\u1edfng doanh thu m\u1edbi b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng AI v\u00e0 h\u1ecdc m\u00e1y.<\/strong>Nh\u1eefng ng\u01b0\u1eddi tr\u1ea3 l\u1eddi v\u1ec1 Ti\u1ebfp th\u1ecb, B\u00e1n h\u00e0ng, R &amp; D v\u00e0 Trung t\u00e2m N\u0103ng l\u1ef1c Kinh doanh Th\u00f4ng minh (BICC) b\u00e1o c\u00e1o m\u1ed1i quan t\u00e2m \u0111\u00e1ng k\u1ec3 nh\u1ea5t khi c\u00f3 m\u1ed9t lo\u1ea1t c\u00e1c m\u00f4 h\u00ecnh h\u1ed3i quy \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi AI v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng h\u1ecdc m\u00e1y.\u00a0Ti\u1ebfp th\u1ecb v\u00e0 B\u00e1n h\u00e0ng c\u0169ng quan t\u00e2m nh\u1ea5t \u0111\u1ebfn ba t\u00ednh n\u0103ng h\u00e0ng \u0111\u1ea7u ti\u1ebfp theo, bao g\u1ed3m ph\u00e2n c\u1ee5m theo c\u1ea5p b\u1eadc, ch\u1ee9c n\u0103ng th\u1ed1ng k\u00ea s\u00e1ch gi\u00e1o khoa v\u00e0 c\u00f3 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u1ec1 xu\u1ea5t \u0111\u01b0\u1ee3c bao g\u1ed3m trong c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 n\u1ec1n t\u1ea3ng m\u00e0 h\u1ecd mua.\u00a0Nh\u00f3m nghi\u00ean c\u1ee9u c\u1ee7a Netherner tin r\u1eb1ng s\u1ef1 quan t\u00e2m chia s\u1ebb cao trong nhi\u1ec1u l\u0129nh v\u1ef1c t\u00ednh n\u0103ng c\u1ee7a R &amp; D, Marketing v\u00e0 Sales l\u00e0 ch\u1ec9 s\u1ed1 h\u00e0ng \u0111\u1ea7u m\u00e0 c\u00e1c doanh nghi\u1ec7p \u0111ang chu\u1ea9n b\u1ecb th\u1eed nghi\u1ec7m c\u00e1c chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean AI v\u00e0 m\u00e1y h\u1ecdc \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 th\u00fac \u0111\u1ea9y doanh thu.\u00a0\u0110\u1ed3 h\u1ecda sau \u0111\u00e2y so s\u00e1nh s\u1ef1 quan t\u00e2m v\u00e0 kh\u1ea3 n\u0103ng \u00e1p d\u1ee5ng theo khu v\u1ef1c ch\u1ee9c n\u0103ng c\u1ee7a c\u00e1c doanh nghi\u1ec7p \u0111\u01b0\u1ee3c ph\u1ecfng v\u1ea5n:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2FAI-and-machine-learning-features-by-functional-area-spider-graphic.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>70% c\u00e1c b\u1ed9 ph\u1eadn v\u00e0 nh\u00f3m R &amp; D c\u00f3 kh\u1ea3 n\u0103ng \u00e1p d\u1ee5ng khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 h\u1ecdc m\u00e1y, d\u1eabn \u0111\u1ea7u t\u1ea5t c\u1ea3 c\u00e1c ch\u1ee9c n\u0103ng trong m\u1ed9t doanh nghi\u1ec7p.\u00a0<\/strong>Nh\u00f3m nghi\u00ean c\u1ee9u c\u1ee7a luxner th\u1ea5y m\u1ee9c \u0111\u1ed9 quan t\u00e2m cao c\u1ee7a c\u00e1c nh\u00f3m R &amp; D l\u00e0 m\u1ed9t ch\u1ec9 s\u1ed1 h\u00e0ng \u0111\u1ea7u v\u1ec1 vi\u1ec7c \u00e1p d\u1ee5ng doanh nghi\u1ec7p r\u1ed9ng l\u1edbn h\u01a1n trong t\u01b0\u01a1ng lai.\u00a0Nghi\u00ean c\u1ee9u cho th\u1ea5y 33% t\u1ea5t c\u1ea3 c\u00e1c doanh nghi\u1ec7p \u0111\u01b0\u1ee3c ph\u1ecfng v\u1ea5n \u0111\u00e3 \u00e1p d\u1ee5ng AI v\u00e0 h\u1ecdc m\u00e1y, v\u1edbi ph\u1ea7n l\u1edbn c\u00e1c doanh nghi\u1ec7p c\u00f3 t\u1edbi 25 m\u00f4 h\u00ecnh.\u00a0Marketing &amp; Sales d\u1eabn \u0111\u1ea7u t\u1ea5t c\u1ea3 c\u00e1c b\u1ed9 ph\u1eadn trong \u0111\u00e1nh gi\u00e1 hi\u1ec7n t\u1ea1i c\u1ee7a h\u1ecd v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 ph\u1ea7n m\u1ec1m h\u1ecdc m\u00e1y.<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2FDeployment-by-functional-area.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh &amp; b\u1ea3o hi\u1ec3m, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 b\u00e1n l\u1ebb \/ b\u00e1n bu\u00f4n cho bi\u1ebft khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 h\u1ecdc m\u00e1y l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 th\u00e0nh c\u00f4ng trong ng\u00e0nh c\u00f4ng nghi\u1ec7p t\u01b0\u01a1ng \u1ee9ng.\u00a0<\/strong><span class=\"\">27% D\u1ecbch v\u1ee5 T\u00e0i ch\u00ednh &amp; B\u1ea3o hi\u1ec3m, 25% Ch\u0103m s\u00f3c S\u1ee9c kh\u1ecfe v\u00e0 24% Doanh nghi\u1ec7p B\u00e1n l\u1ebb \/ B\u00e1n bu\u00f4n cho bi\u1ebft khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 h\u1ecdc m\u00e1y l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi th\u00e0nh c\u00f4ng c\u1ee7a h\u1ecd.\u00a0<\/span>\u00cdt h\u01a1n 10% c\u00e1c t\u1ed5 ch\u1ee9c gi\u00e1o d\u1ee5c coi AI v\u00e0 h\u1ecdc m\u00e1y l\u00e0 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi th\u00e0nh c\u00f4ng c\u1ee7a h\u1ecd.\u00a0\u0110\u1ed3 h\u1ecda sau \u0111\u00e2y so s\u00e1nh t\u1ea7m quan tr\u1ecdng c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 h\u1ecdc m\u00e1y theo ng\u00e0nh:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2Fimportance-of-data-science-and-ML-by-industry.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>Ng\u00e0nh Vi\u1ec5n th\u00f4ng d\u1eabn \u0111\u1ea7u t\u1ea5t c\u1ea3 nh\u1eefng ng\u01b0\u1eddi kh\u00e1c quan t\u00e2m v\u00e0 \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec1 xu\u1ea5t v\u00e0 qu\u1ea3n tr\u1ecb m\u00f4 h\u00ecnh.\u00a0<\/strong>C\u00e1c ng\u00e0nh Vi\u1ec5n th\u00f4ng, D\u1ecbch v\u1ee5 T\u00e0i ch\u00ednh v\u00e0 C\u00f4ng ngh\u1ec7 c\u00f3 m\u1ee9c \u0111\u1ed9 quan t\u00e2m cao nh\u1ea5t trong vi\u1ec7c \u00e1p d\u1ee5ng m\u1ed9t lo\u1ea1t c\u00e1c m\u00f4 h\u00ecnh h\u1ed3i quy v\u00e0 ph\u00e2n nh\u00f3m ph\u00e2n c\u1ea5p tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c nh\u00f3m ng\u01b0\u1eddi tr\u1ea3 l\u1eddi ph\u1ecfng v\u1ea5n.\u00a0Ng\u01b0\u1eddi tr\u1ea3 l\u1eddi ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u00f3 s\u1ef1 quan t\u00e2m th\u1ea5p h\u01a1n nhi\u1ec1u \u0111\u1ed1i v\u1edbi c\u00e1c t\u00ednh n\u0103ng sau n\u00e0y nh\u01b0ng quan t\u00e2m cao \u0111\u1ebfn c\u00e1c ph\u01b0\u01a1ng ph\u00e1p v\u00e0 ch\u1ee9c n\u0103ng ph\u00e2n t\u00edch v\u0103n b\u1ea3n c\u1ee7a Bayes.\u00a0Ng\u01b0\u1eddi tr\u1ea3 l\u1eddi b\u00e1n l\u1ebb \/ b\u00e1n bu\u00f4n th\u01b0\u1eddng \u00edt quan t\u00e2m \u0111\u1ebfn c\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch.\u00a0\u0110\u1ed3 h\u1ecda sau \u0111\u00e2y so s\u00e1nh c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p theo m\u1ee9c \u0111\u1ed9 quan t\u00e2m v\u00e0 ti\u1ec1m n\u0103ng \u00e1p d\u1ee5ng c\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch trong khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 n\u1ec1n t\u1ea3ng h\u1ecdc m\u00e1y:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2FAnalytical-Features-for-Data-Science-and-Machine-Learning-by-Industry.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>H\u1ed7 tr\u1ee3 cho m\u1ed9t lo\u1ea1t c\u00e1c m\u00f4 h\u00ecnh h\u1ed3i quy, ph\u00e2n c\u1ee5m ph\u00e2n c\u1ea5p v\u00e0 c\u00e1c ch\u1ee9c n\u0103ng th\u1ed1ng k\u00ea s\u00e1ch gi\u00e1o khoa th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0 nh\u1eefng t\u00ednh n\u0103ng h\u00e0ng \u0111\u1ea7u m\u00e0 doanh nghi\u1ec7p c\u1ea7n trong khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 n\u1ec1n t\u1ea3ng h\u1ecdc m\u00e1y.\u00a0<\/strong>Nh\u00f3m nghi\u00ean c\u1ee9u c\u1ee7a Netherner nh\u1eadn th\u1ea5y ba t\u00ednh n\u0103ng n\u00e0y \u0111\u01b0\u1ee3c coi l\u00e0 quan tr\u1ecdng nh\u1ea5t ho\u1eb7c c\u00f3 th\u1ec3 ph\u1ea3i c\u00f3 khi m\u00e0 c\u00e1c doanh nghi\u1ec7p \u0111ang \u0111\u00e1nh gi\u00e1 khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 n\u1ec1n t\u1ea3ng h\u1ecdc m\u00e1y.\u00a0T\u1ea5t c\u1ea3 c\u00e1c doanh nghi\u1ec7p \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t c\u0169ng mong \u0111\u1ee3i b\u1ea5t k\u1ef3 \u1ee9ng d\u1ee5ng ho\u1eb7c n\u1ec1n t\u1ea3ng khoa h\u1ecdc d\u1eef li\u1ec7u n\u00e0o m\u00e0 h\u1ecd \u0111ang \u0111\u00e1nh gi\u00e1 s\u1ebd c\u00f3 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u1ec1 xu\u1ea5t bao g\u1ed3m v\u00e0 qu\u1ea3n l\u00fd m\u00f4 h\u00ecnh v\u00e0 qu\u1ea3n tr\u1ecb.\u00a0\u0110\u1ed3 h\u1ecda sau \u0111\u00e2y \u01b0u ti\u00ean c\u00e1c t\u00ednh n\u0103ng quan tr\u1ecdng nh\u1ea5t v\u00e0 t\u1ed1i thi\u1ec3u m\u00e0 c\u00e1c doanh nghi\u1ec7p mong \u0111\u1ee3i s\u1ebd th\u1ea5y trong khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 ph\u1ea7n m\u1ec1m v\u00e0 n\u1ec1n t\u1ea3ng h\u1ecdc m\u00e1y:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2Ffeatures-needed-in-data-science-and-machine-learning.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>Ba t\u00ednh n\u0103ng ti\u1ec7n d\u1ee5ng h\u00e0ng \u0111\u1ea7u m\u00e0 c\u00e1c doanh nghi\u1ec7p \u0111ang \u01b0u ti\u00ean hi\u1ec7n nay bao g\u1ed3m h\u1ed7 tr\u1ee3 l\u1eb7p l\u1ea1i c\u00e1c m\u00f4 h\u00ecnh d\u1ec5 d\u00e0ng, truy c\u1eadp v\u00e0o c\u00e1c ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 m\u1ed9t s\u00e1ng ki\u1ebfn, quy tr\u00ecnh \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 s\u1eeda \u0111\u1ed5i m\u00f4 h\u00ecnh li\u00ean t\u1ee5c.<\/strong>H\u1ed7 tr\u1ee3 v\u00e0 h\u01b0\u1edbng d\u1eabn trong vi\u1ec7c chu\u1ea9n b\u1ecb c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u ph\u00e2n t\u00edch v\u00e0 th\u1eddi gian chu k\u1ef3 nhanh \u0111\u1ec3 ph\u00e2n t\u00edch v\u1edbi chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u l\u00e0 m\u1ed9t trong nh\u1eefng t\u00ednh n\u0103ng kh\u1ea3 d\u1ee5ng \u01b0u ti\u00ean cao nh\u1ea5t m\u00e0 c\u00e1c doanh nghi\u1ec7p mong \u0111\u1ee3i s\u1ebd th\u1ea5y trong c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 n\u1ec1n t\u1ea3ng AI v\u00e0 m\u00e1y h\u1ecdc.\u00a0Th\u1eadt th\u00fa v\u1ecb khi th\u1ea5y thu\u1ed9c t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a m\u1ed9t chuy\u00ean gia kh\u00f4ng b\u1eaft bu\u1ed9c ph\u1ea3i t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh ph\u00e2n t\u00edch, ki\u1ec3m tra v\u00e0 ch\u1ea1y ch\u00fang \u1edf cu\u1ed1i b\u1ea3ng x\u1ebfp h\u1ea1ng kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng.\u00a0Nhi\u1ec1u nh\u00e0 cung c\u1ea5p ph\u1ea7n m\u1ec1m AI v\u00e0 m\u00e1y h\u1ecdc d\u1ef1a v\u00e0o vi\u1ec7c kh\u00f4ng c\u1ea7n chuy\u00ean gia s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd nh\u01b0 m\u1ed9t \u0111i\u1ec3m kh\u00e1c bi\u1ec7t khi ph\u1ea7n l\u1edbn c\u00e1c doanh nghi\u1ec7p \u0111\u00e1nh gi\u00e1 cao s\u1ef1 h\u1ed7 tr\u1ee3 \u0111\u1ec3 d\u1ec5 d\u00e0ng l\u1eb7p l\u1ea1i c\u00e1c m\u00f4 h\u00ecnh \u1edf m\u1ee9c cao h\u01a1n nh\u01b0 h\u00ecnh d\u01b0\u1edbi \u0111\u00e2y cho th\u1ea5y:<\/li>\n<\/ul>\n<div>\n<div><img decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2019%2F09%2FUsability-for-Data-Science-and-Machine-Learning-2014-2019.jpg\" alt=\"kh\u00f4ng chu\u1ea9n b\u1ecb\" \/><\/div>\n<div>\n<div><small>D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N LUXNER 2019 NGHI\u00caN C\u1ee8U TH\u1eca TR\u01af\u1edcNG KHOA H\u1eccC D\u1eee LI\u1ec6U V\u00c0 M\u00c1Y H\u1eccC<\/small><\/div>\n<\/div>\n<\/div>\n<ul>\n<li><strong>N\u0103m 2019 l\u00e0 m\u1ed9t n\u0103m k\u1ef7 l\u1ee5c cho c\u00e1c doanh nghi\u1ec7p quan t\u00e2m \u0111\u1ebfn khoa h\u1ecdc d\u1eef li\u1ec7u, AI v\u00e0 c\u00e1c t\u00ednh n\u0103ng h\u1ecdc m\u00e1y m\u00e0 h\u1ecd cho l\u00e0 c\u1ea7n thi\u1ebft nh\u1ea5t \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c chi\u1ebfn l\u01b0\u1ee3c v\u00e0 m\u1ee5c ti\u00eau kinh doanh c\u1ee7a m\u00ecnh.\u00a0<\/strong>C\u00e1c doanh nghi\u1ec7p h\u1ea7u h\u1ebft mong \u0111\u1ee3i c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 n\u1ec1n t\u1ea3ng AI v\u00e0 m\u00e1y h\u1ecdc h\u1ed7 tr\u1ee3 m\u1ed9t lo\u1ea1t c\u00e1c m\u00f4 h\u00ecnh h\u1ed3i quy, ti\u1ebfp theo l\u00e0 c\u00e1c ch\u1ee9c n\u0103ng th\u1ed1ng k\u00ea ph\u00e2n c\u1ea5p v\u00e0 ph\u00e2n lo\u1ea1i s\u00e1ch gi\u00e1o khoa \u0111\u1ec3 th\u1ed1ng k\u00ea m\u00f4 t\u1ea3.\u00a0C\u00e1c c\u00f4ng c\u1ee5 khuy\u1ebfn ngh\u1ecb \u0111ang ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn khi s\u1ef1 quan t\u00e2m t\u0103ng l\u00ean \u00edt nh\u1ea5t l\u00e0 m\u1ed9t m\u1ed1i quan h\u1ec7 l\u00e0 t\u00ednh n\u0103ng quan tr\u1ecdng th\u1ee9 hai \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi tr\u1ea3 l\u1eddi v\u00e0o n\u0103m 2019. 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