{"id":8366,"date":"2021-02-23T09:15:40","date_gmt":"2021-02-23T09:15:40","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=8366"},"modified":"2021-02-23T09:21:56","modified_gmt":"2021-02-23T09:21:56","slug":"loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong-p8366\/","title":{"rendered":"L\u1ee3i \u00edch c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o \u0111\u1ed1i v\u1edbi l\u0129nh v\u1ef1c truy\u1ec1n th\u00f4ng"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI), c\u00f9ng v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 li\u00ean quan nh\u01b0 Machine Learning (ML) v\u00e0 <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">Deep Learning<\/a> (DL) \u0111\u00e3 v\u00e0 \u0111ang bi\u1ebfn \u0111\u1ed5i m\u1ecdi l\u0129nh v\u1ef1c v\u00e0 ng\u00e0nh truy\u1ec1n th\u00f4ng c\u0169ng kh\u00f4ng l\u00e0 ngo\u1ea1i l\u1ec7.\u00a0M\u1eb7c d\u00f9 nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u00e3 xu\u1ea5t hi\u1ec7n t\u1eeb kh\u00e1 l\u00e2u nh\u01b0ng ng\u00e0y nay ch\u00fang ta v\u1eabn c\u1ea3m nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 hi\u1ec7n di\u1ec7n m\u1ea1nh m\u1ebd c\u1ee7a ch\u00fang, \u0111ang \u0111\u1ed5 b\u1ed9 v\u00e0o m\u1ecdi ng\u00e0nh c\u00f4ng nghi\u1ec7p l\u1edbn.\u00a0Ch\u00fang th\u1eadm ch\u00ed \u0111\u00e3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ch\u00fang ta s\u1eed d\u1ee5ng \u0111\u1ec3 giao ti\u1ebfp t\u1eeb nhi\u1ec1u n\u0103m tr\u01b0\u1edbc.\u00a0M\u1ed9t Chatbot h\u1ed7 tr\u1ee3 b\u1edfi AI t\u01b0\u01a1ng t\u00e1c v\u1edbi b\u1ea1n nh\u01b0 m\u1ed9t con ng\u01b0\u1eddi.\u00a0Vi\u1ec7c s\u1eed d\u1ee5ng AI trong c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 c\u00f4ng c\u1ee5 m\u00e1y t\u00ednh nh\u01b0 thi\u1ebft k\u1ebf logo, c\u1ed5ng mua s\u1eafm, c\u00f9ng v\u1edbi nh\u1eefng th\u1ee9 kh\u00e1c, \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i v\u00e0 ch\u00fang ho\u00e0n to\u00e0n c\u00f3 l\u00fd do th\u00edch \u0111\u00e1ng.<\/p>\n<p>Theo b\u00e1o c\u00e1o Transparency Market Research (TMR) g\u1ea7n \u0111\u00e2y, th\u1ecb tr\u01b0\u1eddng to\u00e0n c\u1ea7u cho AI d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd ph\u00e1t tri\u1ec3n theo c\u1ea5p s\u1ed1 nh\u00e2n trong nh\u1eefng n\u0103m t\u1edbi.\u00a0Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n\u00a0th\u1ecb tr\u01b0\u1eddng <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> to\u00e0n c\u1ea7u s\u1ebd \u0111\u1ea1t 3.061,35 t\u1ef7 USD v\u00e0o n\u0103m 2024\u00a0.<\/p>\n<p>Khi n\u00f3i \u0111\u1ebfn vi\u1ec5n th\u00f4ng, \u0111\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh ph\u00e1t tri\u1ec3n m\u1ea1nh nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi v\u00e0 \u0111\u00e3 \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, Machine Learning v\u00e0 Internet of Things (IoT) \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd.\u00a0T\u1ea5t c\u1ea3 c\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng l\u1edbn nh\u01b0 AT&amp;T, Spectrum, Verizon v\u00e0 Century Link \u0111ang d\u1eabn \u0111\u01b0\u1eddng cho c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn n\u00e0y \u0111\u1ec3 t\u1ea1o ra \u01b0u th\u1ebf v\u01b0\u1ee3t tr\u1ed9i trong c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a h\u1ecd.<\/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>Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd th\u1ea3o lu\u1eadn v\u1ec1 5 c\u00e1ch m\u00e0 AI \u0111ang t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u00e0nh vi\u1ec5n th\u00f4ng, truy\u1ec1n th\u00f4ng.<\/p>\n<h3>T\u1ed1i \u01b0u h\u00f3a M\u1ea1ng v\u00e0 C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/h3>\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cho ph\u00e9p b\u1ea1n t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng m\u1ea1ng v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng.\u00a0Theo\u00a0b\u00e1o c\u00e1o c\u1ee7a TechSee, kho\u1ea3ng 63% nh\u00e0 khai th\u00e1c vi\u1ec5n th\u00f4ng \u0111\u00e3 \u0111\u1ea7u t\u01b0 v\u00e0o tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Machine Learning \u0111\u1ec3 c\u1ea3i thi\u1ec7n v\u00e0 t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng m\u1ea1ng v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a h\u1ecd. Gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u h\u00f3a c\u00f3 th\u1ec3 ph\u00e2n t\u00edch, kh\u1eafc ph\u1ee5c v\u00e0 s\u1eeda ch\u1eefa c\u00e1c tr\u1ee5c tr\u1eb7c k\u1ef9 thu\u1eadt trong th\u1eddi gian th\u1ef1c v\u00e0 l\u00e0m cho c\u00e1c d\u1ecbch v\u1ee5 kh\u00f4ng b\u1ecb gi\u00e1n \u0111o\u1ea1n, t\u0103ng t\u00ednh s\u1eb5n s\u00e0ng so v\u1edbi m\u1ee9c m\u00e0 b\u00ean th\u1ee9 ba c\u00f3 th\u1ec3 cung c\u1ea5p.\u00a0Quy tr\u00ecnh n\u00e0y t\u1ea1o ra m\u1ed9t Self-Organizing Network (SON); ngh\u0129a l\u00e0 m\u1ea1ng c\u00f3 th\u1ec3 t\u1ef1 \u1ea5n \u0111\u1ecbnh c\u1ea5u h\u00ecnh, t\u1ef1 ph\u1ee5c h\u1ed3i v\u00e0 t\u1ef1 t\u1ed1i \u01b0u h\u00f3a.<\/p>\n<p>Ngay sau khi nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 c\u1ee7a v\u1ea5n \u0111\u1ec1 k\u1ef9 thu\u1eadt \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft, m\u1ed9t bi\u1ec7n ph\u00e1p kh\u1eafc ph\u1ee5c s\u1ebd \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n v\u00e0 Machine Learning cho ph\u00e9p \u00e1p d\u1ee5ng \u0111i\u1ec1u n\u00e0y trong c\u00e1c quy tr\u00ecnh x\u1eed l\u00fd h\u00e0ng ng\u00e0y.\u00a0Ngo\u00e0i ra, \u0111i\u1ec1u n\u00e0y cho ph\u00e9p h\u1ec7 th\u1ed1ng d\u1ef1 \u0111o\u00e1n khi n\u00e0o s\u1ef1 c\u1ed1 t\u01b0\u01a1ng t\u1ef1 s\u1ebd x\u1ea3y ra v\u00e0 gi\u1ea3i quy\u1ebft n\u00f3 theo c\u00e1ch ng\u0103n ng\u1eeba tr\u01b0\u1edbc, do \u0111\u00f3 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 hi\u1ec7u su\u1ea5t.<\/p>\n<h3>Quy\u1ebft \u0111\u1ecbnh kinh doanh theo h\u01b0\u1edbng d\u1eef li\u1ec7u<\/h3>\n<p>L\u0129nh v\u1ef1c vi\u1ec5n th\u00f4ng t\u1ea1o ra kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 m\u1ed7i ng\u00e0y.\u00a0C\u00e1c nh\u00e0 khai th\u00e1c vi\u1ec5n th\u00f4ng, v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng AI v\u00e0 Machine Learning, tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac v\u00e0 c\u00f3 \u00fd ngh\u0129a \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh hi\u1ec7u qu\u1ea3 v\u00e0 nhanh ch\u00f3ng theo h\u01b0\u1edbng d\u1eef li\u1ec7u.\u00a0D\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y h\u1ed7 tr\u1ee3 ng\u0103n ch\u1eb7n kh\u00e1ch h\u00e0ng r\u1eddi b\u1ecf d\u1ecbch v\u1ee5, x\u00e1c \u0111\u1ecbnh ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng, d\u1ef1 \u0111o\u00e1n gi\u00e1 tr\u1ecb l\u00e2u d\u00e0i c\u1ee7a kh\u00e1ch h\u00e0ng, ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh, c\u1ea3i thi\u1ec7n l\u1ee3i nhu\u1eadn, t\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3 v\u00e0 r\u1ea5t nhi\u1ec1u th\u1ee9 kh\u00e1c.<\/p>\n<h3>B\u1ea3o tr\u00ec d\u1ef1 ph\u00f2ng tr\u01b0\u1edbc<\/h3>\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u00fap c\u00e1c nh\u00e0 khai th\u00e1c vi\u1ec5n th\u00f4ng ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u, thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p v\u00e0 k\u1ef9 thu\u1eadt Machine Learning \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 t\u01b0\u01a1ng lai tr\u00ean c\u01a1 s\u1edf d\u1eef li\u1ec7u l\u1ecbch s\u1eed.\u00a0\u0110i\u1ec1u \u0111\u00f3 ngh\u0129a l\u00e0 c\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng th\u00f4ng tin chi ti\u1ebft theo h\u01b0\u1edbng d\u1eef li\u1ec7u \u0111\u1ec3 theo d\u00f5i thi\u1ebft b\u1ecb, d\u1ef1 \u0111o\u00e1n l\u1ed7i v\u00e0 ch\u1ee7 \u0111\u1ed9ng kh\u1eafc ph\u1ee5c c\u00e1c s\u1ef1 c\u1ed1 v\u1edbi thi\u1ebft b\u1ecb vi\u1ec5n th\u00f4ng nh\u01b0 \u0111\u01b0\u1eddng d\u00e2y c\u00e1p, th\u00e1p di \u0111\u1ed9ng, m\u00e1y ch\u1ee7 trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 th\u1eadm ch\u00ed c\u1ea3 h\u1ed9p gi\u1ea3i m\u00e3 t\u00edn hi\u1ec7u c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng.<\/p>\n<p>N\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, h\u1ec7 th\u1ed1ng m\u1ea1ng th\u00f4ng minh v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, trong ng\u1eafn h\u1ea1n, s\u1ebd gi\u00fap c\u00e1c nh\u00e0 khai th\u00e1c ph\u00e2n t\u00edch v\u00e0 d\u1ef1 b\u00e1o c\u00e1c v\u1ea5n \u0111\u1ec1 g\u1ed1c r\u1ec5 t\u1ed1t h\u01a1n.\u00a0Trong khi \u0111\u00f3, v\u1ec1 l\u00e2u d\u00e0i, nh\u1eefng c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn n\u00e0y s\u1ebd h\u1ed7 tr\u1ee3 nhi\u1ec1u m\u1ee5c ti\u00eau chi\u1ebfn l\u01b0\u1ee3c h\u01a1n, nh\u01b0 ph\u00e1t tri\u1ec3n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng m\u1edbi v\u00e0 gi\u1ea3i quy\u1ebft hi\u1ec7u qu\u1ea3 h\u01a1n v\u1edbi nhu c\u1ea7u kinh doanh \u0111ang ph\u00e1t tri\u1ec3n.\u00a0M\u1ed9t gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o c\u1ee7a g\u00e3 kh\u1ed5ng l\u1ed3 vi\u1ec5n th\u00f4ng AT&amp;T \u0111ang s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c quy tr\u00ecnh b\u1ea3o tr\u00ec &#8211; \u0111\u1ec3 m\u1edf r\u1ed9ng ph\u1ea1m vi ph\u1ee7 s\u00f3ng m\u1ea1ng LTE, h\u00e3ng c\u0169ng \u0111ang th\u1eed nghi\u1ec7m m\u1ed9t gi\u1ea3i ph\u00e1p m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i.\u00a0Kh\u00f4ng ch\u1ec9 \u1edf g\u00f3c \u0111\u1ed9 h\u1ec7 th\u1ed1ng m\u1ea1ng, m\u00e0 b\u1ea3o tr\u00ec ph\u00f2ng ng\u1eeba c\u00f3 hi\u1ec7u qu\u1ea3 c\u1ea3 t\u1eeb ph\u00eda kh\u00e1ch h\u00e0ng.<\/p>\n<h3>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh robot<\/h3>\n<p>Robotic Process Automation (RPA) th\u1ef1c ch\u1ea5t l\u00e0 m\u1ed9t d\u1ea1ng c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh kinh doanh d\u1ef1a tr\u00ean AI.\u00a0V\u00ec c\u00e1c thi\u1ebft b\u1ecb vi\u1ec5n th\u00f4ng x\u1eed l\u00fd d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 h\u00e0ng ng\u00e0y, n\u00ean x\u00e1c su\u1ea5t sai s\u00f3t c\u1ee7a con ng\u01b0\u1eddi lu\u00f4n cao.\u00a0Nh\u01b0ng t\u1ef1 \u0111\u1ed9ng h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh kinh doanh th\u00f4ng qua RPA, c\u00e1c ho\u1ea1t \u0111\u1ed9ng l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 d\u1ef1a tr\u00ean quy t\u1eafc \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n hi\u1ec7u qu\u1ea3 h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n<p>Theo m\u1ed9t nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi Deloitte, c\u00e1c gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh vi\u1ec5n th\u00f4ng, truy\u1ec1n th\u00f4ng v\u00e0 c\u00f4ng ngh\u1ec7 cho bi\u1ebft r\u1eb1ng c\u00e1c c\u00f4ng ty \u0111ang \u0111\u1ea7u t\u01b0 m\u1ed9t l\u01b0\u1ee3ng l\u1edbn v\u00e0o c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c trong khi 40% trong s\u1ed1 h\u1ecd x\u00e1c nh\u1eadn r\u1eb1ng h\u1ecd \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng l\u1ee3i \u00edch to l\u1edbn v\u00e0 75% k\u1ef3 v\u1ecdng r\u1eb1ng \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c s\u1ebd thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 c\u00f4ng ty c\u1ee7a h\u1ecd ba n\u0103m t\u1edbi.<\/p>\n<p>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot gi\u00fap gi\u1ea3i ph\u00f3ng nh\u00e2n vi\u00ean t\u1ea1i \u0111i\u1ec3m d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng (CSP) gi\u00fap cho c\u00f4ng vi\u1ec7c gia t\u0103ng gi\u00e1 tr\u1ecb cao h\u01a1n b\u1eb1ng c\u00e1ch h\u1ee3p l\u00fd h\u00f3a vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c quy tr\u00ecnh ph\u1ee9c t\u1ea1p, t\u1ed1n nhi\u1ec1u th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c nh\u01b0 nh\u1eadp d\u1eef li\u1ec7u, thanh to\u00e1n, qu\u1ea3n l\u00fd ngu\u1ed3n nh\u00e2n l\u1ef1c v\u00e0 th\u1ef1c hi\u1ec7n \u0111\u01a1n \u0111\u1eb7t h\u00e0ng.<\/p>\n<h3>Ph\u00e1t hi\u1ec7n gian l\u1eadn<\/h3>\n<p>L\u00e0 m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c l\u1edbn nh\u1ea5t v\u00e0 kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n tr\u00ean th\u1ebf gi\u1edbi, ng\u00e0nh vi\u1ec5n th\u00f4ng r\u1ea5t d\u1ec5 x\u1ea3y ra c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn.\u00a0C\u00e1c tr\u01b0\u1eddng h\u1ee3p gian l\u1eadn l\u1edbn nh\u1ea5t m\u00e0 ng\u00e0nh \u0111\u00e3 ch\u1ee9ng ki\u1ebfn \u200b\u200bl\u00e0 \u1ee7y quy\u1ec1n, truy c\u1eadp b\u1ea5t h\u1ee3p ph\u00e1p, tr\u1ed9m c\u1eafp ho\u1eb7c t\u1ea1o h\u1ed3 s\u01a1 gi\u1ea3 m\u1ea1o, h\u00e0nh vi gian l\u1eadn, nh\u00e2n b\u1ea3n, v.v. Ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 danh ti\u1ebfng c\u1ee7a th\u01b0\u01a1ng hi\u1ec7u tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/p>\n<p>\u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi doanh nghi\u1ec7p vi\u1ec5n th\u00f4ng ph\u1ea3i tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng, c\u00f4ng c\u1ee5 v\u00e0 c\u01a1 ch\u1ebf ph\u00e1t hi\u1ec7n gian l\u1eadn.\u00a0C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y r\u1ea5t h\u1eefu \u00edch trong vi\u1ec7c ph\u00e1t hi\u1ec7n gian l\u1eadn.\u00a0C\u00e1c thu\u1eadt to\u00e1n n\u00e0y \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn kh\u00e1ch h\u00e0ng v\u00e0 d\u1eef li\u1ec7u c\u1ee7a nh\u00e0 \u0111i\u1ec1u h\u00e0nh \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a l\u01b0u l\u01b0\u1ee3ng th\u00f4ng th\u01b0\u1eddng.\u00a0C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y x\u00e1c \u0111\u1ecbnh s\u1ef1 b\u1ea5t th\u01b0\u1eddng v\u00e0 s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, hi\u1ec3n th\u1ecb ch\u00fang d\u01b0\u1edbi d\u1ea1ng c\u1ea3nh b\u00e1o th\u1eddi gian th\u1ef1c cho c\u00e1c nh\u00e0 ph\u00e2n t\u00edch.<\/p>\n<h3>L\u1eddi k\u1ebft<\/h3>\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u00e0nh c\u00f4ng nghi\u1ec7p vi\u1ec5n th\u00f4ng theo r\u1ea5t nhi\u1ec1u c\u00e1ch.\u00a0C\u00f4ng ngh\u1ec7 \u0111\u00e3 cho ph\u00e9p ng\u00e0nh c\u00f4ng nghi\u1ec7p ph\u00e2n t\u00edch v\u00e0 tr\u00edch xu\u1ea5t nh\u1eefng th\u00f4ng tin chi ti\u1ebft c\u00f3 \u00fd ngh\u0129a t\u1eeb b\u1ed9 d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 c\u1ee7a h\u1ecd, gi\u00fap d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i quy\u1ebft ch\u00fang m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, qu\u1ea3n l\u00fd c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh h\u00e0ng ng\u00e0y hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.\u00a0Vi\u1ec7c \u00e1p d\u1ee5ng AI v\u00e0 ML \u0111\u1ec3 t\u0103ng tr\u01b0\u1edfng kinh doanh \u0111\u00e3 tr\u1edf n\u00ean c\u1ea5p thi\u1ebft \u0111\u1ed1i v\u1edbi c\u00e1c h\u00e3ng vi\u1ec5n th\u00f4ng.<\/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>Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI), c&ugrave;ng v&#7899;i c&aacute;c c&ocirc;ng ngh&#7879; li&ecirc;n quan nh&#432; Machine Learning (ML) v&agrave; Deep Learning (DL) &#273;&atilde; v&agrave; &#273;ang bi&#7871;n &#273;&#7893;i m&#7885;i l&#297;nh v&#7921;c v&agrave; ng&agrave;nh truy&#7873;n th&ocirc;ng c&#361;ng kh&ocirc;ng l&agrave; ngo&#7841;i l&#7879;.&nbsp;M&#7863;c d&ugrave; nh&#7919;ng c&ocirc;ng ngh&#7879; n&agrave;y &#273;&atilde; xu&#7845;t hi&#7879;n t&#7915; kh&aacute; l&acirc;u nh&#432;ng ng&agrave;y nay ch&uacute;ng ta v&#7851;n c&#7843;m&#8230;<\/p>\n","protected":false},"author":2,"featured_media":8367,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,2,1],"tags":[7,676,535],"class_list":["post-8366","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-ao-hoa","category-tong-hop","tag-ai","tag-iot","tag-telecom"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L\u1ee3i \u00edch c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o \u0111\u1ed1i v\u1edbi l\u0129nh v\u1ef1c truy\u1ec1n th\u00f4ng - 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\/loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong-p8366\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"L\u1ee3i \u00edch c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o \u0111\u1ed1i v\u1edbi l\u0129nh v\u1ef1c truy\u1ec1n th\u00f4ng - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI), c&ugrave;ng v&#7899;i c&aacute;c c&ocirc;ng ngh&#7879; li&ecirc;n quan nh&#432; Machine Learning (ML) v&agrave; Deep Learning (DL) &#273;&atilde; v&agrave; &#273;ang bi&#7871;n &#273;&#7893;i m&#7885;i l&#297;nh v&#7921;c v&agrave; ng&agrave;nh truy&#7873;n th&ocirc;ng c&#361;ng kh&ocirc;ng l&agrave; ngo&#7841;i l&#7879;.&nbsp;M&#7863;c d&ugrave; nh&#7919;ng c&ocirc;ng ngh&#7879; n&agrave;y &#273;&atilde; xu&#7845;t hi&#7879;n t&#7915; kh&aacute; l&acirc;u nh&#432;ng ng&agrave;y nay ch&uacute;ng ta v&#7851;n c&#7843;m...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/02\/TheGioiMayChu-Blog-Image.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\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong-p8366\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong-p8366\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"L\u1ee3i \u00edch c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o \u0111\u1ed1i v\u1edbi l\u0129nh v\u1ef1c truy\u1ec1n th\u00f4ng\",\"datePublished\":\"2021-02-23T09:15:40+00:00\",\"dateModified\":\"2021-02-23T09:21:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong-p8366\\\/\"},\"wordCount\":2261,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/loi-ich-cua-tri-tue-nhan-tao-doi-voi-linh-vuc-truyen-thong-p8366\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2021\\\/02\\\/TheGioiMayChu-Blog-Image.jpg\",\"keywords\":[\"ai\",\"iot\",\"telecom\"],\"articleSection\":[\"AI - 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