{"id":7589,"date":"2020-11-24T09:48:50","date_gmt":"2020-11-24T09:48:50","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=7589"},"modified":"2020-11-24T09:55:11","modified_gmt":"2020-11-24T09:55:11","slug":"tam-anh-huong-cua-big-data-trong-doanh-nghiep-hien-tai-va-tuong-lai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/tam-anh-huong-cua-big-data-trong-doanh-nghiep-hien-tai-va-tuong-lai-p7589\/","title":{"rendered":"T\u1ea7m \u1ea3nh h\u01b0\u1edfng c\u1ee7a Big Data trong doanh nghi\u1ec7p: Hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>V\u1edbi th\u1ebf gi\u1edbi tr\u1ef1c tuy\u1ebfn hi\u1ec7n \u0111ang l\u00e0 kh\u00f4ng gian th\u1ecb tr\u01b0\u1eddng l\u1edbn nh\u1ea5t cho c\u00e1c doanh nghi\u1ec7p tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, D\u1eef li\u1ec7u l\u1edbn (Big Data) \u0111ang ch\u1ee9ng t\u1ecf l\u00e0 b\u1ed9 c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd nh\u1ea5t \u0111\u1ec3 h\u1ecd s\u1edf h\u1eefu v\u00e0 s\u1eed d\u1ee5ng.\u00a0H\u1ea7u h\u1ebft t\u1ea5t c\u1ea3 c\u00e1c website v\u00e0 \u1ee9ng d\u1ee5ng \u0111\u1ec1u theo d\u00f5i h\u00e0nh vi duy\u1ec7t web c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 ghi l\u1ea1i v\u00e0 sau \u0111\u00f3 ph\u00e2n t\u00edch c\u00e1c y\u00eau c\u1ea7u v\u00e0 l\u1ef1a ch\u1ecdn c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.\u00a0C\u00f4ng ngh\u1ec7 Big Data kh\u00f4ng ch\u1ec9 bao g\u1ed3m vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u m\u00e0 c\u00f2n ph\u1ea3i hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch n\u00f3 \u0111\u1ec3 t\u1ea1o ra c\u00e1c h\u00ecnh m\u1eabu h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.\u00a0Ch\u1ec9 khi \u0111\u00f3 n\u00f3 m\u1edbi c\u00f3 th\u1ec3 tr\u1edf n\u00ean h\u1eefu \u00edch cho c\u00e1c doanh nghi\u1ec7p.\u00a0C\u00e1c d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng Big Data m\u1edf \u0111\u01b0\u1eddng cho vi\u1ec7c ph\u00e1t tri\u1ec3n nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng c\u1ea5p \u0111\u1ed9 ti\u1ebfp theo, ph\u00e1t tri\u1ec3n prototype v\u00e0 c\u1ea3i ti\u1ebfn s\u1ea3n ph\u1ea9m, thu h\u00fat ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 ti\u1ebfp th\u1ecb.\u00a0V\u00ec v\u1eady, h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p \u0111ang t\u00ecm c\u00e1ch s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 Big Data \u1edf c\u00e1c h\u00ecnh th\u1ee9c m\u1edbi h\u01a1n, s\u00e1ng t\u1ea1o h\u01a1n.<\/p>\n<p><strong>S\u1ef1 kh\u1edfi \u0111\u1ea7u c\u1ee7a Big Data<\/strong><\/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>Thu th\u1eadp d\u1eef li\u1ec7u kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m m\u1edbi, nh\u01b0ng c\u00e1ch n\u00f3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd l\u00e0 m\u1edbi v\u00e0 ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n.\u00a0D\u1eef li\u1ec7u tr\u01b0\u1edbc \u0111\u00f3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u00e1c \u0111\u01a1n v\u1ecb l\u01b0u tr\u1eef d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 \u0111\u00f2i h\u1ecfi nhi\u1ec1u kh\u00f4ng gian v\u1eadt l\u00fd.\u00a0D\u1eef li\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch b\u1edfi c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 RDBM v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u00e1c, trong \u0111\u00f3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef d\u01b0\u1edbi d\u1ea1ng b\u1ea3ng v\u00e0 m\u1ea3ng sau \u0111\u00f3 \u0111\u01b0\u1ee3c truy xu\u1ea5t b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c truy v\u1ea5n.\u00a0V\u1edbi s\u1ef1 gia t\u0103ng d\u1eef li\u1ec7u, nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y tr\u1edf n\u00ean d\u01b0 th\u1eeba.<\/p>\n<p>Do c\u00f3 s\u1ed1 l\u01b0\u1ee3ng l\u1edbn c\u00e1c thi\u1ebft b\u1ecb k\u1ef9 thu\u1eadt s\u1ed1 bao g\u1ed3m m\u00e1y t\u00ednh, \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng, IoT v\u00e0 c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c,&#8230; gi\u1edd \u0111\u00e2y \u0111ang thu th\u1eadp r\u1ea5t nhi\u1ec1u d\u1eef li\u1ec7u, x\u1eed l\u00fd v\u00e0 t\u1ed1i \u01b0u h\u00f3a n\u00f3 \u0111\u1ec3 s\u1eed d\u1ee5ng v\u1ec1 sau \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t nhi\u1ec7m v\u1ee5 c\u1ef1c k\u1ef3 l\u1edbn.\u00a0V\u00ec nh\u1eefng l\u00fd do n\u00e0y, Big Data tr\u01b0\u1edbc \u0111\u00e2y th\u01b0\u1eddng ch\u1ec9 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng h\u1ea1n ch\u1ebf b\u1edfi c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn th\u1ef1c s\u1ef1 c\u00f3 \u0111\u1ee7 kh\u1ea3 n\u0103ng chi tr\u1ea3 cho vi\u1ec7c l\u01b0u tr\u1eef l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y v\u00e0 sau \u0111\u00f3 c\u00e1c thu\u1eadt to\u00e1n ph\u00e2n t\u00edch n\u00e0y \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 s\u1eed d\u1ee5ng \u0111\u1ec3 s\u1eed d\u1ee5ng v\u1ec1 sau.<\/p>\n<p><strong>M\u1ecdi th\u1ee9 \u0111\u00e3 thay \u0111\u1ed5i v\u1edbi s\u1ef1 kh\u1edfi \u0111\u1ea7u c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y<\/strong><\/p>\n<p>M\u1ecdi th\u1ee9 \u0111\u00e3 thay \u0111\u1ed5i cho Big Data v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 tr\u00ean \u0111\u00e1m m\u00e2y.\u00a0C\u00f4ng ngh\u1ec7 n\u00e0y v\u1ec1 c\u01a1 b\u1ea3n \u0111\u00e3 l\u00e0m m\u1edd \u0111i c\u00e1c y\u00eau c\u1ea7u c\u1ee7a ph\u1ea7n c\u1ee9ng kh\u1ed5ng l\u1ed3 \u0111\u1ec3 l\u01b0u tr\u1eef c\u00e1c b\u1ed9 d\u1eef li\u1ec7u li\u00ean t\u1ee5c gia t\u0103ng v\u00e0 ph\u00e1t tri\u1ec3n.\u00a0Ngo\u00e0i vi\u1ec7c l\u01b0u tr\u1eef d\u1eef li\u1ec7u, c\u00e1c thu\u1eadt to\u00e1n x\u1eed l\u00fd d\u1eef li\u1ec7u th\u1eadm ch\u00ed hi\u1ec7n \u0111\u00e3 c\u00f3 s\u1eb5n tr\u00ean c\u00e1c \u0111\u00e1m m\u00e2y \u0111\u1ec3 d\u1ec5 d\u00e0ng s\u1eed d\u1ee5ng.\u00a0\u0110i\u1ec1u n\u00e0y \u0111\u00e3 l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0 c\u00e1c h\u1ea1n ch\u1ebf kh\u00e1c nh\u01b0 kh\u00f4ng gian c\u1ea7n thi\u1ebft.\u00a0V\u1edbi m\u1ecdi doanh nghi\u1ec7p hi\u1ec7n \u0111ang thu th\u1eadp d\u1eef li\u1ec7u d\u01b0\u1edbi d\u1ea1ng cookie v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 kh\u00e1c, d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c \u0111ang nh\u00e2n l\u00ean c\u1ea3 v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng v\u00e0 s\u1ee9c m\u1ea1nh.<\/p>\n<p>&#8220;Ch\u00fang t\u00f4i \u0111\u00e3 v\u01b0\u1ee3t qua Ng\u01b0\u1ee1ng 1 Zettabyte.\u00a0Theo b\u00e1o c\u00e1o, th\u1ebf gi\u1edbi s\u1ebd \u0111\u1ea1t 2.3 Zettabyte l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp Internet h\u00e0ng n\u0103m v\u00e0o n\u0103m 2020&#8221;.<\/p>\n<p><strong>D\u1eef li\u1ec7u \u0111\u1ed3ng b\u1ed9 h\u00f3a \u0111\u1ecba l\u00fd v\u1edbi \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh<\/strong><\/p>\n<p>C\u00e1c\u00a0khu\u00f4n kh\u1ed5 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng d\u00e0nh cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng\u00a0m\u1edbi h\u01a1n\u00a0v\u1edbi c\u00e1c t\u00ednh n\u0103ng g\u1eafn th\u1ebb v\u1ecb tr\u00ed v\u00e0 \u0111\u1ecba l\u00fd \u0111\u00e3 cho ph\u00e9p ph\u00e1t tri\u1ec3n m\u1ed9t chi\u1ec1u d\u1eef li\u1ec7u m\u1edbi bao g\u1ed3m theo d\u00f5i chuy\u1ec3n \u0111\u1ed9ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, kh\u00f4ng ch\u1ec9 v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt s\u1ed1 m\u00e0 c\u00f2n v\u1ec1 m\u1eb7t v\u1eadt l\u00fd;\u00a0d\u1eabn \u0111\u1ebfn vi\u1ec7c m\u1edf ra m\u1ed9t l\u0129nh v\u1ef1c ho\u1ea1t \u0111\u1ed9ng kinh doanh m\u1edbi.\u00a0D\u1eef li\u1ec7u n\u00e0y c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 kh\u00f4ng ch\u00ednh x\u00e1c h\u01a1n nhi\u1ec1u.\u00a0V\u00ed d\u1ee5: Google Maps, c\u00e1c trang web v\u00e0 \u1ee9ng d\u1ee5ng du l\u1ecbch, th\u1eadm ch\u00ed c\u1ea3 c\u00e1c n\u1ec1n t\u1ea3ng b\u00e1n l\u1ebb hi\u1ec7n \u0111ang s\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u1ecb tr\u00ed \u0111\u1ec3 cung c\u1ea5p n\u1ed9i dung t\u00f9y ch\u1ec9nh cho ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<p><strong>C\u00e1c thi\u1ebft b\u1ecb IoT \u0111ang ng\u00e0y c\u00e0ng n\u00e2ng cao m\u1ee9c \u0111\u1ed9 li\u00ean quan c\u1ee7a Big Data<\/strong><\/p>\n<p>M\u1ecdi th\u1ee9 \u0111ang d\u1ea7n \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a trong cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta.\u00a0\u0110i\u1ec1u n\u00e0y ch\u1ee7 y\u1ebfu bao g\u1ed3m t\u1ea5t c\u1ea3 c\u00e1c thi\u1ebft b\u1ecb s\u1eed d\u1ee5ng h\u00e0ng ng\u00e0y kh\u00e1c nhau c\u1ee7a ch\u00fang ta c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u00edch th\u00edch b\u1eb1ng c\u00f4ng ngh\u1ec7.\u00a0Ti vi, m\u00e1y gi\u1eb7t, \u0111\u1ed3ng h\u1ed3, b\u00f3ng \u0111\u00e8n, qu\u1ea1t v\u00e0 th\u1eadm ch\u00ed c\u1ea3\u00a0qu\u1ea7n \u00e1o c\u1ee7a ch\u00fang ta hi\u1ec7n nay l\u00e0 nh\u1eefng thi\u1ebft b\u1ecb th\u00f4ng minh\u00a0v\u00e0 do \u0111\u00f3, \u0111\u01b0\u1ee3c theo d\u00f5i.\u00a0T\u1ea5t c\u1ea3 c\u00e1c thi\u1ebft b\u1ecb n\u00e0y l\u00e0 m\u1ed9t ngu\u1ed3n d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng kh\u1ed5ng l\u1ed3, m\u1ed9t l\u1ea7n n\u1eefa l\u1ea1i l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn, d\u1eabn \u0111\u1ebfn vi\u1ec7c t\u1ea1o ra c\u00e1c m\u1eabu h\u00e0nh vi th\u1eddi gian th\u1ef1c v\u00f4 gi\u00e1 \u0111ang \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng.\u00a0V\u00ed d\u1ee5: khi b\u1ea1n n\u00f3i v\u1edbi &#8216;Alexa&#8217; ho\u1eb7c &#8216;Google Home&#8217; v\u1ec1 c\u00e1c \u0111\u1eb7t ch\u1ed7 v\u1ec1 m\u1ed9t \u0111i\u1ec3m \u0111\u1ebfn n\u00e0o \u0111\u00f3, c\u00e1c h\u00e3ng cung c\u1ea5p s\u1ebd bi\u1ebft r\u1eb1ng b\u1ea1n d\u1ef1 \u0111\u1ecbnh \u0111\u1ebfn \u0111i\u1ec3m \u0111\u1ebfn \u0111\u00f3.\u00a0Th\u00f4ng tin li\u00ean quan v\u00e0 c\u00e1c truy v\u1ea5n nh\u01b0 \u0111\u1eb7t ph\u00f2ng kh\u00e1ch s\u1ea1n c\u00f3 th\u1ec3 theo d\u00f5i t\u1eeb c\u00e1c doanh nghi\u1ec7p.\u00a0H\u00ecnh m\u1eabu v\u1ec1 h\u00e0nh vi c\u1ee7a gi\u1ea5c ng\u1ee7 c\u1ee7a ch\u00fang ta c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c theo d\u00f5i th\u00f4ng qua c\u00e1c thi\u1ebft b\u1ecb \u0111eo th\u00f4ng minh s\u1eed d\u1ee5ng th\u1ed1ng k\u00ea Big Data.<\/p>\n<p><strong>Chatbots: T\u01b0\u01a1ng lai c\u1ee7a Big Data<\/strong><\/p>\n<p>Big Data v\u1ec1 c\u01a1 b\u1ea3n l\u00e0 d\u00f2ng th\u00f4ng tin \u1ed5n \u0111\u1ecbnh v\u00e0 kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p thu th\u1eadp v\u00e0 t\u1eadn d\u1ee5ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n ho\u1ea1t \u0111\u1ed9ng ti\u1ebfp th\u1ecb v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng.\u00a0Hi\u1ec7u qu\u1ea3 t\u1ed5ng th\u1ec3 t\u1eadp trung v\u00e0o kh\u1ed1i l\u01b0\u1ee3ng, v\u1eadn t\u1ed1c v\u00e0 c\u00e1c bi\u1ebfn th\u1ec3 c\u1ee7a n\u00f3.\u00a0C\u00e0ng nhi\u1ec1u c\u00e0ng t\u1ed1t.\u00a0Chatbots cho ph\u00e9p d\u1ec5 d\u00e0ng thu th\u1eadp d\u1eef li\u1ec7u n\u00e0y v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn.\u00a0V\u1edbi t\u1ed1c \u0111\u1ed9 robot, chatbots c\u00f3 th\u1ec3 giao ti\u1ebfp v\u1edbi nhi\u1ec1u kh\u00e1ch h\u00e0ng c\u00f9ng nhau v\u00e0 cung c\u1ea5p t\u1ef7 l\u1ec7 t\u01b0\u01a1ng t\u00e1c v\u00e0 m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng r\u1ea5t cao.\u00a0\u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao h\u1ecd \u0111ang \u0111\u01b0\u1ee3c m\u1ed9t s\u1ed1 doanh nghi\u1ec7p y t\u1ebf, b\u1ea3o hi\u1ec3m, ng\u00e2n h\u00e0ng, v.v&#8230; s\u1eed d\u1ee5ng \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c tuy\u1ebfn v\u1edbi ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<p>Chatbots v\u00e0 Big Data chia s\u1ebb m\u1ed1i quan h\u1ec7 c\u1ed9ng sinh l\u1eabn nhau, trong \u0111\u00f3 c\u00e1i n\u00e0y gi\u00fap \u0111\u1ee1 c\u00e1i kia v\u00e0 ng\u01b0\u1ee3c l\u1ea1i. D\u1eef li\u1ec7u ng\u00e0y c\u00e0ng phong ph\u00fa \u0111\u01b0\u1ee3c thu th\u1eadp b\u1edfi bot hi\u1ec7n \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ng\u00e0y c\u00e0ng nhi\u1ec1u \u0111\u1ec3 ph\u00e2n t\u00edch t\u01b0 duy c\u1ee7a con ng\u01b0\u1eddi.\u00a0Kh\u00e1i ni\u1ec7m n\u00e0y \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng &#8216;ph\u00e2n t\u00edch c\u1ea3m x\u00fac&#8217;, ph\u01b0\u01a1ng ph\u00e1p c\u1ed1 g\u1eafng x\u00e1c \u0111\u1ecbnh ph\u1ea3n \u1ee9ng c\u1ea3m x\u00fac c\u1ee7a m\u1ed9t ng\u01b0\u1eddi \u0111\u1ed1i v\u1edbi \u0111i\u1ec1u g\u00ec \u0111\u00f3 th\u00f4ng qua v\u0103n b\u1ea3n.\u00a0Khi bot thu th\u1eadp nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n v\u00e0 x\u00e1c \u0111\u1ecbnh th\u00e0nh c\u00f4ng nhi\u1ec1u c\u1ea3m x\u00fac h\u01a1n, ch\u00fang tr\u1edf n\u00ean t\u1ed1t h\u01a1n trong vi\u1ec7c ph\u00e2n t\u00edch th\u00f4ng tin \u0111\u00f3 v\u00e0 trong qu\u00e1 tr\u00ecnh \u0111\u00f3, b\u1ea3n th\u00e2n ch\u00fang tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n.\u00a0Do \u0111\u00f3, ch\u00fang gi\u00fap nhau t\u1ea1o th\u00e0nh m\u1ed9t chu\u1ed7i c\u1ea3i ti\u1ebfn l\u1eabn nhau \u0111ang ph\u00e1t tri\u1ec3n m\u00e0 khi k\u1ebft h\u1ee3p v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 AI v\u00e0 m\u00e1y m\u00f3c, c\u00f3 xu h\u01b0\u1edbng khai th\u00e1c v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng m\u1edbi l\u1ea5y ng\u01b0\u1eddi d\u00f9ng l\u00e0m trung t\u00e2m v\u00e0 s\u1eb5n s\u00e0ng cho t\u01b0\u01a1ng lai.<\/p>\n<p><strong>\u0110\u00e2y l\u00e0 n\u01a1i th\u1ebf gi\u1edbi \u0111ang h\u01b0\u1edbng t\u1edbi<\/strong><\/p>\n<p>D\u1eef li\u1ec7u l\u1edbn v\u1ec1 c\u01a1 b\u1ea3n l\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac, trong \u0111\u00f3 k\u00edch th\u01b0\u1edbc d\u1eef li\u1ec7u ch\u1ea1y l\u1edbn h\u01a1n m\u1ee9c terabyte v\u00e0 petabyte.\u00a0Khi c\u00e1c \u1ee9ng d\u1ee5ng d\u00e0nh cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng, m\u1ea1ng x\u00e3 h\u1ed9i, y\u00eau c\u1ea7u t\u00ecm ki\u1ebfm tr\u00ean web, tin nh\u1eafn v\u0103n b\u1ea3n v\u00e0 c\u00e1c t\u1ec7p ph\u01b0\u01a1ng ti\u1ec7n c\u00f9ng v\u1edbi nh\u1eefng \u1ee9ng d\u1ee5ng kh\u00e1c, cung c\u1ea5p h\u00e0ng t\u00e1 d\u1eef li\u1ec7u m\u1ed7i gi\u00e2y, d\u1eef li\u1ec7u c\u1ee7a th\u1ebf gi\u1edbi \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd \u0111\u1ea1t m\u1ed1c 175 Zettabyte v\u00e0o n\u0103m 2025. V\u1edbi nh\u1eefng ph\u00e1t tri\u1ec3n g\u1ea7n \u0111\u00e2y c\u1ee7a c\u00e1c d\u1ecbch v\u1ee5 ki\u1ec3u pay-as-you-go, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp \u0111\u1ec3 cung c\u1ea5p s\u1ef1 nhanh nh\u1eb9n, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 d\u1ec5 s\u1eed d\u1ee5ng cho c\u00e1c c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u l\u1edbn v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a n\u00f3.\u00a0C\u00e1c c\u00f4ng ngh\u1ec7 trong l\u0129nh v\u1ef1c <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">Deep Learning<\/a> v\u00e0 <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> s\u1ebd t\u0103ng th\u00eam t\u00ednh ti\u1ec7n \u00edch v\u00e0 t\u1ea7m \u1ea3nh h\u01b0\u1edfng c\u1ee7a n\u00f3.\u00a0Th\u1eddi \u0111\u1ea1i t\u1edbi \u0111\u00e2y \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4i tr\u01b0\u1eddng kinh doanh k\u1ebft h\u1ee3p trong \u0111\u00f3 d\u1eef li\u1ec7u l\u1edbn s\u1ebd \u0111\u01b0\u1ee3c x\u1eed l\u00fd trong th\u1eddi gian th\u1ef1c trong v\u00f2ng mili gi\u00e2y, cho ph\u00e9p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh trong v\u00e0i gi\u00e2y.\u00a0\u0110\u00e2y l\u00e0 t\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 n\u00f3 s\u1ebd t\u1ed3n t\u1ea1i \u1edf \u0111\u00e2y.<\/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=20284\">H\u01b0\u1edbng d\u1eabn l\u1ef1a ch\u1ecdn GPU ph\u00f9 h\u1ee3p cho AI, Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=19248\">T\u00f4i c\u00f3 c\u1ea7n CPU k\u00e9p kh\u00f4ng?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=18963\">HPE v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=18070\">C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a Generative AI trong H\u1ecdc s\u00e2u, Khoa h\u1ecdc \u0111\u1eddi s\u1ed1ng v\u00e0 S\u00e1ng t\u1ea1o n\u1ed9i dung<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=18025\">Dask &#8211; M\u1ed9t th\u01b0 vi\u1ec7n m\u00e3 ngu\u1ed3n m\u1edf cho t\u00ednh to\u00e1n song song v\u1edbi Python<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=18008\">NVIDIA CUDA trong AI Deep Learning<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>V&#7899;i th&#7871; gi&#7899;i tr&#7921;c tuy&#7871;n hi&#7879;n &#273;ang l&agrave; kh&ocirc;ng gian th&#7883; tr&#432;&#7901;ng l&#7899;n nh&#7845;t cho c&aacute;c doanh nghi&#7879;p tr&ecirc;n to&agrave;n th&#7871; gi&#7899;i, D&#7919; li&#7879;u l&#7899;n (Big Data) &#273;ang ch&#7913;ng t&#7887; l&agrave; b&#7897; c&ocirc;ng c&#7909; m&#7841;nh m&#7869; nh&#7845;t &#273;&#7875; h&#7885; s&#7903; h&#7919;u v&agrave; s&#7917; d&#7909;ng.&nbsp;H&#7847;u h&#7871;t t&#7845;t c&#7843; c&aacute;c website v&agrave; &#7913;ng d&#7909;ng &#273;&#7873;u theo d&otilde;i&#8230;<\/p>\n","protected":false},"author":2,"featured_media":7601,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[677,12],"class_list":["post-7589","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-big-data","tag-deep-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>T\u1ea7m \u1ea3nh h\u01b0\u1edfng c\u1ee7a Big Data trong doanh nghi\u1ec7p: Hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai - 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\/tong-hop\/tam-anh-huong-cua-big-data-trong-doanh-nghiep-hien-tai-va-tuong-lai-p7589\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"T\u1ea7m \u1ea3nh h\u01b0\u1edfng c\u1ee7a Big Data trong doanh nghi\u1ec7p: Hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"V&#7899;i th&#7871; gi&#7899;i tr&#7921;c tuy&#7871;n hi&#7879;n &#273;ang l&agrave; kh&ocirc;ng gian th&#7883; tr&#432;&#7901;ng l&#7899;n nh&#7845;t cho c&aacute;c doanh nghi&#7879;p tr&ecirc;n to&agrave;n th&#7871; gi&#7899;i, D&#7919; li&#7879;u l&#7899;n (Big Data) &#273;ang ch&#7913;ng t&#7887; l&agrave; b&#7897; c&ocirc;ng c&#7909; m&#7841;nh m&#7869; nh&#7845;t &#273;&#7875; h&#7885; s&#7903; h&#7919;u v&agrave; s&#7917; d&#7909;ng.&nbsp;H&#7847;u h&#7871;t t&#7845;t c&#7843; c&aacute;c website v&agrave; &#7913;ng d&#7909;ng &#273;&#7873;u theo d&otilde;i...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/11\/TheGioiMayChu-Blog-BigData-Statistics.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=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" 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