{"id":2371,"date":"2019-09-27T02:55:02","date_gmt":"2019-09-27T02:55:02","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=2371"},"modified":"2021-01-22T09:38:59","modified_gmt":"2021-01-22T09:38:59","slug":"tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/","title":{"rendered":"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Gi\u00e1 tr\u1ecb ch\u00ednh c\u1ee7a <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> l\u00e0 xung quanh v\u1ea5n \u0111\u1ec1 t\u1ef1 \u0111\u1ed9ng h\u00f3a.\u00a0\u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 b\u1ea5t c\u1ee9 n\u01a1i n\u00e0o ch\u00fang ta hi\u1ec7n \u0111ang s\u1eed d\u1ee5ng con ng\u01b0\u1eddi \u0111\u1ec3 ho\u00e0n th\u00e0nh c\u00e1c nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, AI c\u00f3 th\u1ec3 v\u00e0o cu\u1ed9c \u0111\u1ec3 h\u1ed7 tr\u1ee3.<\/p>\n<p>AI v\u00e0 Machine Learning\u00a0d\u1ea1y m\u00e1y t\u00ednh nh\u1eadn ra c\u00e1c h\u00ecnh m\u1eabu trong d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac v\u00e0 bi\u1ebfn n\u00f3 th\u00e0nh d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac theo c\u00e1ch cho ph\u00e9p \u00e1p d\u1ee5ng ph\u1ea3n h\u1ed3i t\u1ef1 \u0111\u1ed9ng.\u00a0C\u00f3 g\u1ea7n nh\u01b0 v\u00f4 s\u1ed1 c\u00e1c v\u00ed d\u1ee5 &#8211; Camera HD trong nh\u00e0 m\u00e1y ho\u1eb7c kho \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh \u0111\u1ec3 c\u1ea3i thi\u1ec7n ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng ho\u1eb7c th\u1ef1c hi\u1ec7n qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho, c\u00e1c nh\u00e0 b\u00e1n l\u1ebb s\u1eed d\u1ee5ng video \u0111\u1ec3 nh\u1eadn bi\u1ebft v\u00e0 x\u1eed l\u00fd h\u00e0nh vi c\u1ee7a kh\u00e1ch h\u00e0ng, th\u1eadm ch\u00ed nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh trong l\u0129nh v\u1ef1c y t\u1ebf \u0111\u1ec3 s\u00e0ng l\u1ecdc tr\u01b0\u1edbc c\u00e1c h\u00ecnh \u1ea3nh X Quang (X-Ray) v\u00e0 MRI, t\u1ea5t c\u1ea3 s\u1ebd \u0111\u01b0\u1ee3c t\u00e1c \u0111\u1ed9ng b\u1edfi AI.<\/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>V\u00ed d\u1ee5, ng\u00e0nh b\u1ea3o hi\u1ec3m s\u1eed d\u1ee5ng AI \u0111\u1ec3 gi\u00fap ph\u00e2n t\u00edch v\u00e0 \u01b0\u1edbc t\u00ednh c\u00e1c y\u00eau c\u1ea7u b\u1ed3i th\u01b0\u1eddng (claim): H\u00ecnh \u1ea3nh chi\u1ebfc xe b\u1ecb \u0111\u00e2m \u0111\u1ee5ng ho\u1eb7c thi\u1ec7t h\u1ea1i t\u00e0i s\u1ea3n kh\u00e1c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ch\u1ea1y trong th\u1eddi gian th\u1ef1c \u0111\u1ec3 \u0111\u1ed1i chi\u1ebfu v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u \u1ea3nh c\u00e1c t\u00e0i s\u1ea3n h\u01b0 h\u1ecfng c\u1ee7a c\u00f4ng ty \u0111\u1ec3 \u0111\u01b0a ra \u01b0\u1edbc t\u00ednh t\u1ee9c th\u00ec cho m\u1ed9t kho\u1ea3n thanh to\u00e1n \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u, t\u1ea5t c\u1ea3 m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i cho m\u1ed9t ng\u01b0\u1eddi ra hi\u1ec7n tr\u01b0\u1eddng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 thi\u1ec7t h\u1ea1i.<\/p>\n<p>C\u00e1c nh\u00e0 ph\u00e2n t\u00edch\u00a0c\u00f4ng nghi\u1ec7p\u00a0\u01b0\u1edbc t\u00ednh AI s\u1ebd \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o g\u1ea7n nh\u01b0 m\u1ecdi b\u1ea3n c\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m m\u1edbi \u0111\u1ec3 tung ra th\u1ecb tr\u01b0\u1eddng v\u00e0o n\u0103m 2020. C\u00e1c t\u1ed5 ch\u1ee9c th\u1ef1c hi\u1ec7n thay \u0111\u1ed5i s\u1edbm h\u01a1n s\u1ebd c\u00f3 l\u1ee3i th\u1ebf c\u1ea1nh tranh l\u1edbn.<\/p>\n<h3>\u0110\u1eebng s\u1ee3 robot: L\u00e0m th\u1ebf n\u00e0o AI c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y doanh nghi\u1ec7p c\u1ee7a b\u1ea1n<\/h3>\n<p>Nhi\u1ec1u nhi\u1ec7m v\u1ee5 AI thay th\u1ebf c\u00e1c ngu\u1ed3n l\u1ef1c con ng\u01b0\u1eddi \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u tr\u01b0\u1edbc \u0111\u00e2y hi\u1ec7n c\u00f3 th\u1ec3 tri\u1ec3n khai l\u1ea1i cho c\u00e1c b\u1ed9 ph\u1eadn chi\u1ebfn l\u01b0\u1ee3c, quan tr\u1ecdng h\u01a1n c\u1ee7a doanh nghi\u1ec7p.\u00a0C\u00f3 nh\u1eefng kho\u1ea3n ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u00e1ng k\u1ec3, nh\u01b0ng &#8220;c\u00e1c robot s\u1ebd t\u1ef1 \u0111\u1ed9ng h\u00f3a ch\u00fang ta kh\u1ecfi nh\u1eefng c\u00f4ng vi\u1ec7c&#8221; m\u00e0 c\u00e2u chuy\u1ec7n \u0111\u00e3 b\u1ecb \u0111\u1eb7t ra qu\u00e1 m\u1ee9c.<\/p>\n<p>C\u01a1 h\u1ed9i th\u1ef1c s\u1ef1 l\u00e0 m\u1edf kh\u00f3a nh\u1eefng ti\u1ec1m n\u0103ng v\u00e0 kh\u00e1i ni\u1ec7m m\u1edbi kh\u00f4ng kh\u1ea3 thi v\u1ec1 m\u1eb7t kinh t\u1ebf trong qu\u00e1 kh\u1ee9.\u00a0AI cho ph\u00e9p c\u00e1c d\u1ef1 \u00e1n m\u1edbi v\u00e0 s\u1ef1 s\u00e1ng t\u1ea1o m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y \u0111\u01b0\u1ee3c cho l\u00e0 qu\u00e1 t\u1ed1n k\u00e9m ho\u1eb7c t\u1ed1n th\u1eddi gian.\u00a0D\u1ef1 \u00e1n m\u1edbi kh\u00f4ng c\u00f3 hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed \u0111\u1ec3 b\u01b0\u1edbc \u0111i ti\u1ebfp n\u1ebfu chi ph\u00ed l\u00e0 th\u1ee7 c\u00f4ng 100%, nh\u01b0ng n\u1ebfu chi ph\u00ed c\u00f3 th\u1ec3 gi\u1ea3m 50% th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng AI, gi\u1edd \u0111\u00e2y d\u1ef1 \u00e1n tr\u1edf n\u00ean kh\u1ea3 thi.\u00a0B\u1eb1ng c\u00e1ch khai th\u00e1c AI, c\u00e1c nh\u00e0 \u0111\u1ed5i m\u1edbi, s\u00e1ng t\u1ea1o s\u1ebd m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i h\u01a1n.\u00a0M\u1ed9t gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh ho\u1eb7c chuy\u00ean gia CNTT quy\u1ebft \u0111\u1ecbnh khi n\u00e0o v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u01b0a AI v\u00e0o ho\u1ea1t \u0111\u1ed9ng n\u00ean d\u1eebng l\u1ea1i \u0111\u1ec3 xem x\u00e9t nh\u1eefng d\u1ef1 \u00e1n c\u00f3 gi\u00e1 tr\u1ecb m\u00e0 h\u1ecd tr\u00e1nh \u0111i do chi ph\u00ed \u0111\u1eaft \u0111\u1ecf, nhi\u1ec7m v\u1ee5 mang t\u00ednh l\u1eb7p \u0111i l\u1eb7p l\u1ea1i l\u00e0m t\u0103ng chi ph\u00ed.<\/p>\n<p>C\u00e1c l\u0129nh v\u1ef1c m\u00e0 AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 t\u1ef1 \u0111\u1ed9ng h\u00f3a bao g\u1ed3m h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng (ph\u00e2n t\u00edch c\u1ea3m x\u00fac), s\u1ea3n xu\u1ea5t v\u00e0 QA.\u00a0Ph\u1ecfng v\u1ea5n xin vi\u1ec7c l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng m\u1edbi xu\u1ea5t hi\u1ec7n kh\u00e1c &#8211; s\u1eed d\u1ee5ng kh\u1ea3 n\u0103ng x\u1eed l\u00fd video \u0111\u1ec3 l\u00e0m cho qu\u00e1 tr\u00ecnh x\u00e1c \u0111\u1ecbnh c\u00e1c y\u1ebfu t\u1ed1 v\u00f4 h\u00ecnh c\u1ee7a \u1ee9ng vi\u00ean tr\u1edf n\u00ean khoa h\u1ecdc h\u01a1n.\u00a0N\u00f3 ch\u1ec9 ra r\u1eb1ng m\u1ed9t s\u1ed1 bi\u1ec3u hi\u1ec7n tr\u00ean khu\u00f4n m\u1eb7t v\u00e0 c\u00e1c h\u00e0nh vi kh\u00e1c c\u1ee7a con ng\u01b0\u1eddi l\u00e0 th\u00e0nh c\u00f4ng l\u1eb7p \u0111i l\u1eb7p l\u1ea1i trong c\u00e1c t\u00ecnh hu\u1ed1ng b\u00e1n h\u00e0ng;\u00a0\u0111i\u1ec1u t\u01b0\u01a1ng t\u1ef1 c\u0169ng c\u00f3 th\u1ec3 \u0111\u00fang \u0111\u1ed1i v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c kh\u00eda c\u1ea1nh t\u01b0\u01a1ng t\u00e1c kh\u00e1c.\u00a0AI gi\u00fap ch\u00fang ta x\u00e1c \u0111\u1ecbnh nh\u1eefng m\u00f4 h\u00ecnh \u0111\u00f3 d\u1ec5 d\u00e0ng h\u01a1n.\u00a0Vi\u1ec7c t\u1ea1o ra, th\u1ef1c hi\u1ec7n v\u00e0 s\u1eed d\u1ee5ng li\u00ean t\u1ee5c c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y c\u1ea7n c\u00f3 con ng\u01b0\u1eddi.\u00a0M\u1ed9t kh\u1ea3o s\u00e1t g\u1ea7n \u0111\u00e2y c\u1ee7a\u00a0CapGemeni\u00a0\u0111\u00e3 kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng AI s\u1ebd t\u1ea1o ra nhi\u1ec1u vi\u1ec7c l\u00e0m h\u01a1n l\u00e0 l\u00e0m bi\u1ebfn m\u1ea5t ch\u00fang.\u00a0Gi\u1ed1ng nh\u01b0 c\u00e1c h\u00ecnh th\u1ee9c c\u00f4ng ngh\u1ec7 tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00e3 t\u1ea1o ra nhi\u1ec1u gi\u00e1 tr\u1ecb h\u01a1n thay v\u00ec l\u00e0m gi\u1ea3m \u0111i.<\/p>\n<p>\u0110\u01b0a AI v\u00e0o s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 kinh doanh c\u01a1 b\u1ea3n c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n, tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n, th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n t\u1ed1t h\u01a1n v\u00e0 chi ph\u00ed th\u1ea5p h\u01a1n.\u00a0V\u00ed d\u1ee5, m\u1ed9t xe t\u1ea3i ch\u1edf h\u00e0ng 18 b\u00e1nh t\u1ef1 \u0111\u1ed9ng s\u1ebd ti\u1ebft ki\u1ec7m ti\u1ec1n cho nh\u1eefng ng\u01b0\u1eddi l\u00e1i xe c\u00f3 l\u01b0\u01a1ng, nh\u01b0ng c\u00f3 m\u1ed9t gi\u00e1 tr\u1ecb b\u1ed5 sung trong m\u1ed9t chi\u1ebfc xe t\u1ea3i c\u00f3 th\u1ec3 l\u00e1i xe xuy\u00ean qu\u1ed1c gia, 24 gi\u1edd m\u1ed9t ng\u00e0y, b\u1ea3y ng\u00e0y m\u1ed9t tu\u1ea7n m\u00e0 kh\u00f4ng d\u1eebng l\u1ea1i \u0111\u1ec3 \u0103n ho\u1eb7c ng\u1ee7.\u00a0Trong v\u1eadn chuy\u1ec3n, th\u1eddi gian giao h\u00e0ng l\u00e0 m\u1ed9t gi\u00e1 tr\u1ecb kinh doanh \u0111\u00e1ng kinh ng\u1ea1c, nh\u01b0ng n\u1ebfu \u0111\u1ec3 h\u00e0ng h\u00f3a &#8220;bay&#8221; th\u00f4i th\u00ec n\u00f3 s\u1ebd kh\u00f4ng hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed.\u00a0Th\u1ef1c ph\u1ea9m d\u1ec5 h\u1ecfng \u0111\u01b0\u1ee3c v\u1eadn chuy\u1ec3n tr\u00ean m\u1ed9t chi\u1ebfc xe t\u1ef1 h\u00e0nh c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n tr\u00ean c\u00e1c k\u1ec7 h\u00e0ng trong hai \u0111\u1ebfn ba ng\u00e0y n\u1eefa, gi\u00fap gi\u1ea3m ch\u1ea5t th\u1ea3i v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n<h3>B\u00f2 tr\u01b0\u1eddng, \u0110i b\u1ed9 v\u00e0 r\u1ed3i Ch\u1ea1y \u0111\u1ec3 b\u1eaft cho k\u1ecbp!<\/h3>\n<p>Gartner n\u00f3i r\u1eb1ng c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u kh\u00f4ng \u00e1p d\u1ee5ng AI v\u00e0 ML s\u1ebd kh\u00f4ng c\u00f2n ho\u1ea1t \u0111\u1ed9ng v\u00e0 c\u00f3 hi\u1ec7u qu\u1ea3 kinh t\u1ebf v\u00e0o n\u0103m 2020. \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng \u0111\u01b0\u1ee3c xem x\u00e9t theo thu\u1eadt ng\u1eef tr\u1eebu t\u01b0\u1ee3ng &#8211; n\u00f3 \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 \u0111i v\u00e0o ho\u1ea1t \u0111\u1ed9ng trong t\u01b0\u01a1ng lai c\u1ee7a g\u1ea7n nh\u01b0 b\u1ea5t k\u1ef3 t\u1ed5 ch\u1ee9c n\u00e0o, b\u1ea5t k\u1ec3 ng\u00e0nh c\u00f4ng nghi\u1ec7p n\u00e0o.<\/p>\n<p>Trong t\u01b0\u01a1ng lai g\u1ea7n, b\u1ed9 ph\u1eadn CNTT s\u1ebd kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i l\u00e0 n\u01a1i \u0111\u01b0a doanh nghi\u1ec7p h\u01b0\u1edbng t\u1edbi AI, m\u00e0 l\u00e0 c\u00e1ch kh\u00e1c.\u00a0C\u00e1c ch\u1ee7 doanh nghi\u1ec7p s\u1ebd c\u00f3 nhu c\u1ea7u h\u1ed1i th\u00fac b\u1ed9 ph\u1eadn CNTT s\u1eed d\u1ee5ng AI.\u00a0T\u1ea1i nhi\u1ec1u t\u1ed5 ch\u1ee9c, AI c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u nh\u01b0 m\u1ed9t d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u m\u1ed9t l\u1ea7n t\u1eeb m\u1ed9t b\u1ed9 ph\u1eadn kh\u00e1c v\u1edbi b\u1ed9 ph\u1eadn &#8220;IT truy\u1ec1n th\u1ed1ng&#8221;. Khi c\u00e1c d\u1ef1 \u00e1n \u0111\u00f3 th\u00e0nh c\u00f4ng, chi ph\u00ed v\u00e0 s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a AI gi\u1ea3m xu\u1ed1ng, c\u00e1c d\u1ef1 \u00e1n s\u1ebd chuy\u1ec3n sang b\u1ed9 CNTT \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 v\u00e0 t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac \u0111ang di\u1ec5n ra trong b\u1ed9 ph\u1eadn CNTT.<\/p>\n<p>\u0110\u00f3 l\u00e0 b\u1edfi v\u00ec trong khi AI th\u01b0\u1eddng x\u1eed l\u00fd d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac &#8211; video, h\u00ecnh \u1ea3nh, \u00e2m thanh, v.v. &#8211; n\u00f3 t\u1ea1o ra d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac c\u1ea7n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u1edbi d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac kh\u00e1c \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t gi\u1ea3i ph\u00e1p ho\u00e0n ch\u1ec9nh.\u00a0H\u00e3y xem x\u00e9t v\u00ed d\u1ee5 v\u1ec1 m\u1ed9t &#8220;ng\u01b0\u1eddi ch\u00e0o \u0111\u00f3n t\u1ef1 \u0111\u1ed9ng&#8221; t\u1ea1i m\u1ed9t c\u1eeda h\u00e0ng thi\u1ebft b\u1ecb, ph\u1ea7n c\u1ee9ng ngo\u00e0i ph\u1ed1.\u00a0M\u1ed9t kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 b\u01b0\u1edbc v\u00e0o, gi\u01a1 \u0111ai \u1ed1c ho\u1eb7c bu-l\u00f4ng ho\u1eb7c b\u1ea5t c\u1ee9 th\u1ee9 g\u00ec h\u1ecd \u0111ang t\u00ecm ki\u1ebfm tr\u01b0\u1edbc m\u00e1y \u1ea3nh v\u00e0 n\u00f3 s\u1ebd cho b\u1ea1n bi\u1ebft li\u1ec7u s\u1ea3n ph\u1ea9m \u0111\u00f3 c\u00f3 h\u00e0ng hay kh\u00f4ng v\u00e0 ch\u1ec9 ra v\u1ecb tr\u00ed c\u1ee7a m\u00f3n h\u00e0ng.\u00a0Nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o (training) \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, nh\u01b0ng h\u1ec7 th\u1ed1ng c\u1ea7n t\u00edch h\u1ee3p v\u1edbi danh m\u1ee5c s\u1ea3n ph\u1ea9m (gi\u1edbi thi\u1ec7u m\u1eb7t h\u00e0ng m\u1edbi), module ki\u1ec3m so\u00e1t h\u00e0ng t\u1ed3n kho, v\u00e0 li\u00ean k\u1ebft \u0111\u1ebfn h\u1ec7 th\u1ed1ng POS.<\/p>\n<p>M\u1ed9t c\u00e1ch \u0111\u1ec3 b\u1eaft \u0111\u1ea7u l\u00e0 v\u1edbi m\u1ed9t n\u1ed7 l\u1ef1c R&amp;D nh\u1ecf, \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 \u0111i\u1ec1u h\u00e0nh b\u00ean ngo\u00e0i c\u00e1c nh\u00f3m ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng. Gieo m\u1ed9t v\u00e0i \u00fd t\u01b0\u1edfng nh\u01b0ng cung c\u1ea5p cho h\u1ecd kh\u1ea3 n\u0103ng r\u1ed9ng l\u1edbn \u0111\u1ec3 s\u00e1ng t\u1ea1o v\u00e0 t\u1ea1o ra m\u1ed9t v\u00e0i gi\u1ea3i ph\u00e1p. \u0110\u00e1nh gi\u00e1 v\u00e0 xem l\u1ea1i li\u1ec7u m\u1ed9t trong s\u1ed1 ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chuy\u1ec3n v\u00e0o m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.\u00a0Y\u00eau c\u1ea7u nh\u00f3m l\u1eb7p l\u1ea1i qu\u00e1 tr\u00ecnh n\u00e0y cho \u0111\u1ebfn khi m\u1ed9t v\u00e0i th\u00e0nh c\u00f4ng xu\u1ea5t hi\u1ec7n tr\u01b0\u1edbc khi t\u00ecm ki\u1ebfm c\u00e1c k\u1ebft qu\u1ea3 mong mu\u1ed1n theo m\u1ee5c ti\u00eau.<\/p>\n<h3>H\u00e3y \u0111\u1ec3 d\u1eef li\u1ec7u d\u1eabn h\u01b0\u1edbng b\u1ea1n<\/h3>\n<p>Tr\u01b0\u1edbc h\u1ebft, c\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n quy\u1ebft \u0111\u1ecbnh n\u01a1i h\u1ecd s\u1ebd ch\u1ea1y c\u00e1c nhi\u1ec7m v\u1ee5 AI &#8211; \u0111\u00e1m m\u00e2y c\u00f4ng c\u1ed9ng ho\u1eb7c \u0111\u00e1m m\u00e2y ri\u00eang.\u00a0H\u00e3y \u0111\u1ec3 d\u1eef li\u1ec7u l\u00e0 ng\u01b0\u1eddi h\u01b0\u1edbng d\u1eabn c\u1ee7a b\u1ea1n.\u00a0Trong AI, c\u00e1c t\u1eadp d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn s\u1ebd gi\u00e0nh th\u1eafng l\u1ee3i khi d\u00f9ng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o cho m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh AI, v\u00ec v\u1eady c\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c AI n\u01a1i d\u1eef li\u1ec7u c\u1ee7a h\u1ecd t\u1ed3n t\u1ea1i.\u00a0D\u1eef li\u1ec7u c\u00f3 tr\u1ecdng l\u1ef1c \u0111\u00e1ng k\u1ec3 &#8211; n\u00f3 qu\u00e1 t\u1ed1n k\u00e9m, m\u1ea5t th\u1eddi gian v\u00e0 ph\u1ee9c t\u1ea1p \u0111\u1ec3 di chuy\u1ec3n c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn, v\u00ec v\u1eady d\u1ef1 \u00e1n ph\u1ea3i chuy\u1ec3n h\u01b0\u1edbng sang d\u1eef li\u1ec7u ch\u1ee9 kh\u00f4ng ph\u1ea3i theo c\u00e1ch kh\u00e1c.\u00a0N\u1ebfu d\u1eef li\u1ec7u l\u00e0 t\u1ea1i ch\u1ed7 v\u00e0 s\u1ebd \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c b\u1ed9 d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac t\u1ea1i ch\u1ed7 kh\u00e1c th\u00ec vi\u1ec7c ch\u1ea1y c\u00e1c d\u1ef1 \u00e1n AI c\u1ee7a b\u1ea1n \u1edf \u0111\u00f3 c\u0169ng h\u1ee3p l\u00fd N\u1ebfu c\u00e1c b\u1ed9 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o trong \u0111\u00e1m m\u00e2y c\u00f4ng c\u1ed9ng nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a d\u1ecbch v\u1ee5 web ho\u1eb7c nh\u01b0 n\u01a1i c\u1eadp b\u1ebfn t\u1ef1 nhi\u00ean cho d\u1eef li\u1ec7u IoT c\u1ee7a b\u1ea1n th\u00ec th\u1eadt h\u1ee3p l\u00fd khi ch\u1ea1y d\u1eef li\u1ec7u AI c\u1ee7a b\u1ea1n \u1edf \u0111\u00f3.<\/p>\n<p>T\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p &#8211; kh\u00f4ng c\u00f3 ngo\u1ea1i l\u1ec7 &#8211; s\u1ebd b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi AI, nh\u01b0ng t\u1ea1i sao v\u00e0 l\u00e0m th\u1ebf n\u00e0o th\u00ec kh\u00f4ng ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c.<\/p>\n<p>Nh\u1eefng ng\u01b0\u1eddi chi\u1ebfn th\u1eafng s\u1ebd kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i l\u00e0 nh\u1eefng c\u00f4ng ty l\u1edbn nh\u1ea5t ho\u1eb7c nh\u1eefng c\u00f4ng ty c\u00f3 ti\u1ebfp th\u1ecb t\u1ed1t nh\u1ea5t, m\u00e0 l\u00e0 nh\u1eefng c\u00f4ng ty c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi v\u00e0 \u0111\u1ed5i m\u1edbi nh\u1ea5t.\u00a0C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o trong l\u0129nh v\u1ef1c AI s\u1ebd \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1ch th\u1ee9c kinh doanh \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh &#8211; m\u1ed9t c\u00e1ch c\u1ea3m quan, n\u00f3 \u0111\u00e3 san b\u1eb1ng s\u00e2n ch\u01a1i v\u00e0 mang l\u1ea1i cho c\u00e1c c\u00f4ng ty thu\u1ed9c m\u1ecdi h\u00ecnh th\u1ee9c v\u00e0 quy m\u00f4 c\u00e1c c\u01a1 h\u1ed9i m\u1edbi \u0111\u1ec3 \u0111\u1ed5i m\u1edbi. H\u00e3y n\u1eafm b\u1eaft ngay th\u00f4i!<\/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=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=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<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Gi&aacute; tr&#7883; ch&iacute;nh c&#7911;a tr&iacute; tu&#7879; nh&acirc;n t&#7841;o l&agrave; xung quanh v&#7845;n &#273;&#7873; t&#7921; &#273;&#7897;ng h&oacute;a.&nbsp;&#272;i&#7873;u &#273;&oacute; c&oacute; ngh&#297;a l&agrave; b&#7845;t c&#7913; n&#417;i n&agrave;o ch&uacute;ng ta hi&#7879;n &#273;ang s&#7917; d&#7909;ng con ng&#432;&#7901;i &#273;&#7875; ho&agrave;n th&agrave;nh c&aacute;c nhi&#7879;m v&#7909; l&#7863;p &#273;i l&#7863;p l&#7841;i, AI c&oacute; th&#7875; v&agrave;o cu&#7897;c &#273;&#7875; h&#7895; tr&#7907;. AI v&agrave; Machine Learning&nbsp;d&#7841;y m&aacute;y&#8230;<\/p>\n","protected":false},"author":2,"featured_media":2373,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162,1],"tags":[7,12],"class_list":["post-2371","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","category-tong-hop","tag-ai","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\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p - 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\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Gi&aacute; tr&#7883; ch&iacute;nh c&#7911;a tr&iacute; tu&#7879; nh&acirc;n t&#7841;o l&agrave; xung quanh v&#7845;n &#273;&#7873; t&#7921; &#273;&#7897;ng h&oacute;a.&nbsp;&#272;i&#7873;u &#273;&oacute; c&oacute; ngh&#297;a l&agrave; b&#7845;t c&#7913; n&#417;i n&agrave;o ch&uacute;ng ta hi&#7879;n &#273;ang s&#7917; d&#7909;ng con ng&#432;&#7901;i &#273;&#7875; ho&agrave;n th&agrave;nh c&aacute;c nhi&#7879;m v&#7909; l&#7863;p &#273;i l&#7863;p l&#7841;i, AI c&oacute; th&#7875; v&agrave;o cu&#7897;c &#273;&#7875; h&#7895; tr&#7907;. AI v&agrave; Machine Learning&nbsp;d&#7841;y m&aacute;y...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/09\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png\" \/>\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=\"13 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\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p\",\"datePublished\":\"2019-09-27T02:55:02+00:00\",\"dateModified\":\"2021-01-22T09:38:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/\"},\"wordCount\":2633,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png\",\"keywords\":[\"ai\",\"deep learning\"],\"articleSection\":[\"AI - HPC\",\"Gi\u1ea3i ph\u00e1p\",\"T\u1ed5ng h\u1ee3p\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/\",\"name\":\"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p - Blog | TheGioiMayChu\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png\",\"datePublished\":\"2019-09-27T02:55:02+00:00\",\"dateModified\":\"2021-01-22T09:38:59+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#primaryimage\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2019\\\/09\\\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png\",\"width\":1200,\"height\":655},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\\\/#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\":\"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\",\"name\":\"Blog | TheGioiMayChu\",\"description\":\"C\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e1y ch\u1ee7\",\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\",\"name\":\"Blog | TheGioiMayChu\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/cropped-ntcnlog-logo-2.png\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/cropped-ntcnlog-logo-2.png\",\"width\":500,\"height\":73,\"caption\":\"Blog | TheGioiMayChu\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/thegioimaychu\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\",\"name\":\"Vanito Hoang\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"caption\":\"Vanito Hoang\"},\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/author\\\/vanito\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p - Blog | TheGioiMayChu","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/","twitter_card":"summary_large_image","twitter_title":"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p - Blog | TheGioiMayChu","twitter_description":"Gi&aacute; tr&#7883; ch&iacute;nh c&#7911;a tr&iacute; tu&#7879; nh&acirc;n t&#7841;o l&agrave; xung quanh v&#7845;n &#273;&#7873; t&#7921; &#273;&#7897;ng h&oacute;a.&nbsp;&#272;i&#7873;u &#273;&oacute; c&oacute; ngh&#297;a l&agrave; b&#7845;t c&#7913; n&#417;i n&agrave;o ch&uacute;ng ta hi&#7879;n &#273;ang s&#7917; d&#7909;ng con ng&#432;&#7901;i &#273;&#7875; ho&agrave;n th&agrave;nh c&aacute;c nhi&#7879;m v&#7909; l&#7863;p &#273;i l&#7863;p l&#7841;i, AI c&oacute; th&#7875; v&agrave;o cu&#7897;c &#273;&#7875; h&#7895; tr&#7907;. AI v&agrave; Machine Learning&nbsp;d&#7841;y m&aacute;y...","twitter_image":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/09\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png","twitter_misc":{"Written by":"Vanito Hoang","Est. reading time":"13 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#article","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/"},"author":{"name":"Vanito Hoang","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18"},"headline":"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p","datePublished":"2019-09-27T02:55:02+00:00","dateModified":"2021-01-22T09:38:59+00:00","mainEntityOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/"},"wordCount":2633,"publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/09\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png","keywords":["ai","deep learning"],"articleSection":["AI - HPC","Gi\u1ea3i ph\u00e1p","T\u1ed5ng h\u1ee3p"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/","url":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/","name":"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p - Blog | TheGioiMayChu","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#primaryimage"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/09\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png","datePublished":"2019-09-27T02:55:02+00:00","dateModified":"2021-01-22T09:38:59+00:00","breadcrumb":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#primaryimage","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/09\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/09\/HEAD-X_accounting_tasks_that_AI_will_automate_within_the_next_five_years_Hero1.png","width":1200,"height":655},{"@type":"BreadcrumbList","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tai-sao-phai-cho-doi-hay-su-dung-ai-de-tu-dong-hoa-cac-tac-vu-co-ban-trong-doanh-nghiep-p2371\/#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":"T\u1ea1i sao ph\u1ea3i ch\u1edd \u0111\u1ee3i? H\u00e3y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n trong doanh nghi\u1ec7p"}]},{"@type":"WebSite","@id":"https:\/\/thegioimaychu.vn\/blog\/#website","url":"https:\/\/thegioimaychu.vn\/blog\/","name":"Blog | TheGioiMayChu","description":"C\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e1y ch\u1ee7","publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thegioimaychu.vn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/thegioimaychu.vn\/blog\/#organization","name":"Blog | TheGioiMayChu","url":"https:\/\/thegioimaychu.vn\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/08\/cropped-ntcnlog-logo-2.png","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/08\/cropped-ntcnlog-logo-2.png","width":500,"height":73,"caption":"Blog | TheGioiMayChu"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/thegioimaychu\/"]},{"@type":"Person","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18","name":"Vanito Hoang","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","caption":"Vanito Hoang"},"url":"https:\/\/thegioimaychu.vn\/blog\/author\/vanito\/"}]}},"_links":{"self":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/2371","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/comments?post=2371"}],"version-history":[{"count":3,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/2371\/revisions"}],"predecessor-version":[{"id":8234,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/2371\/revisions\/8234"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/media\/2373"}],"wp:attachment":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/media?parent=2371"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/categories?post=2371"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/tags?post=2371"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}