{"id":2867,"date":"2019-11-03T12:31:24","date_gmt":"2019-11-03T12:31:24","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=2867"},"modified":"2019-11-05T01:10:23","modified_gmt":"2019-11-05T01:10:23","slug":"top-7-xu-huong-chuyen-doi-ky-thuat-so-dinh-hinh-nam-2020","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/top-7-xu-huong-chuyen-doi-ky-thuat-so-dinh-hinh-nam-2020-p2867\/","title":{"rendered":"Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Kh\u1ea3o s\u00e1t \u0110i\u1ec3m s\u1ed1 K\u1ebft n\u1ed1i c\u1ee7a MuleSoft cho th\u1ea5y 97% nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh CNTT c\u00f3 li\u00ean quan \u0111\u1ebfn c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bchuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 t\u1ea1i c\u00e1c t\u1ed5 ch\u1ee9c t\u01b0\u01a1ng \u1ee9ng c\u1ee7a h\u1ecd.\u00a0Nghi\u00ean c\u1ee9u x\u00e1c \u0111\u1ecbnh c\u00e1c xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 quan tr\u1ecdng nh\u1ea5t cho n\u0103m 2020 v\u00e0 h\u01a1n th\u1ebf n\u1eefa, kh\u00e1m ph\u00e1 t\u00e1c \u0111\u1ed9ng v\u00e0 l\u1ee3i \u00edch.<\/p>\n<p>T\u1ea5t c\u1ea3 c\u00e1c chuy\u1ec3n \u0111\u1ed5i kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 ph\u1ea3i b\u1eaft \u0111\u1ea7u v\u00e0 k\u1ebft th\u00fac v\u1edbi vi\u1ec7c c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a c\u00e1c b\u00ean li\u00ean quan.\u00a0C\u00e1c b\u00ean li\u00ean quan c\u1ee7a c\u00f4ng ty l\u00e0 nh\u00e2n vi\u00ean, kh\u00e1ch h\u00e0ng, \u0111\u1ed1i t\u00e1c v\u00e0 c\u1ed9ng \u0111\u1ed3ng m\u00e0 ch\u00fang t\u00f4i ph\u1ee5c v\u1ee5.\u00a0G\u1ea7n nh\u01b0 m\u1ecdi CIO \u0111\u1ec1u t\u00edch c\u1ef1c tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1, theo\u00a0kh\u1ea3o s\u00e1t\u00a0\u0110i\u1ec3m s\u1ed1 K\u1ebft n\u1ed1i c\u1ee7a MuleSoft\u00a0.<\/p>\n<p>Ch\u00edn m\u01b0\u01a1i b\u1ea3y ph\u1ea7n tr\u0103m nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh CNTT \u0111\u01b0\u1ee3c giao nhi\u1ec7m v\u1ee5 s\u1eed d\u1ee5ng k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi \u0111\u1ec3 hi\u1ec7n \u0111\u1ea1i h\u00f3a c\u00e1c quy tr\u00ecnh k\u1ebf th\u1eeba v\u00e0 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c c\u01a1 h\u1ed9i \u0111\u1ed5i m\u1edbi m\u00f4 h\u00ecnh kinh doanh m\u1edbi.\u00a0L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o CNTT ph\u1ea1m vi d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i?\u00a0Tr\u00ecnh \u0111i\u1ec1u khi\u1ec3n kinh doanh \u0111\u1eb1ng sau lu\u1eadn \u00e1n \u0111\u1ea7u t\u01b0 c\u1ee7a h\u1ecd l\u00e0 g\u00ec?\u00a0Nh\u1eefng l\u1ee3i \u00edch kinh doanh g\u1ea7n v\u00e0 d\u00e0i h\u1ea1n c\u1ee7a chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 l\u00e0 g\u00ec?\u00a0Nghi\u00ean c\u1ee9u ph\u00e1c th\u1ea3o c\u00e1c xu h\u01b0\u1edbng k\u1ecbp th\u1eddi nh\u1ea5t cho n\u0103m 2020 v\u00e0 kh\u00e1m ph\u00e1 t\u00e1c \u0111\u1ed9ng kinh doanh c\u1ee7a h\u1ecd.<\/p>\n<p>7 chuy\u00ean gia d\u1ef1 b\u00e1o xu h\u01b0\u1edbng cho n\u0103m 2020 \u0111\u00e3 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u t\u1eeb h\u01a1n 850 nh\u00e0 l\u00e3nh \u0111\u1ea1o CNTT to\u00e0n c\u1ea7u, 9.000 ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 c\u00e1c nghi\u00ean c\u1ee9u c\u1ee7a b\u00ean th\u1ee9 ba.\u00a0Nghi\u00ean c\u1ee9u x\u00e1c \u0111\u1ecbnh c\u00e1c nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh v\u1ec1 t\u1eebng xu h\u01b0\u1edbng n\u00eau b\u1eadt c\u00e1ch th\u1ee9c CIO c\u1ee7a c\u00e1c c\u00f4ng ty h\u00e0ng \u0111\u1ea7u to\u00e0n c\u1ea7u \u0111ang b\u1eaft \u0111\u1ea7u &#8211; ho\u1eb7c \u0111\u00e3 th\u00fac \u0111\u1ea9y &#8211; nh\u1eefng xu h\u01b0\u1edbng n\u00e0y.<\/p>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 t\u00f3m t\u1eaft v\u1ec1 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 h\u00e0ng \u0111\u1ea7u n\u0103m 2020:<\/p>\n<h3><strong>K\u1ebeT N\u1ed0I TR\u1ea2I NGHI\u1ec6M NG\u01af\u1edcI TI\u00caU D\u00d9NG<\/strong><\/h3>\n<p>C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n gi\u1ea3i quy\u1ebft \u0111\u1ec3 t\u0103ng \u00e1p l\u1ef1c l\u00ean CNTT \u0111\u1ec3 m\u1edf b\u0103ng th\u00f4ng \u0111\u1ec3 cung c\u1ea5p tr\u1ea3i nghi\u1ec7m \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a, k\u1ebft n\u1ed1i cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng c\u1ee7a h\u1ecd &#8211; t\u1eeb kh\u00e1ch h\u00e0ng \u0111\u1ebfn \u0111\u1ed1i t\u00e1c \u0111\u1ebfn nh\u00e2n vi\u00ean \u0111\u1ebfn nh\u00e0 ph\u00e1t tri\u1ec3n.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba8951cc359.png\" alt=\"h\u00ecnh \u1ea3nh1.png\" \/><\/p>\n<ol>Kinh nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng l\u00e0 c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bchuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 c\u1ed1t l\u00f5i\u00a0MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/ol>\n<p>S\u1ed1 l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng trung b\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong m\u1ed7i t\u1ed5 ch\u1ee9c l\u00e0 900, khi\u1ebfn c\u00e1c c\u00f4ng ty r\u1ea5t kh\u00f3 cung c\u1ea5p tr\u1ea3i nghi\u1ec7m k\u1ebft n\u1ed1i.\u00a0Trong khi \u0111\u00f3, ng\u01b0\u1eddi ti\u00eau d\u00f9ng mong \u0111\u1ee3i nh\u1eefng h\u00e0nh tr\u00ecnh nh\u1ea5t qu\u00e1n tr\u00ean nhi\u1ec1u k\u00eanh bao g\u1ed3m d\u1ecbch v\u1ee5 nh\u1eafn tin v\u00e0 c\u1ed5ng d\u1ecbch v\u1ee5 di \u0111\u1ed9ng.\u00a0Kh\u00e1ch h\u00e0ng \u0111a k\u00eanh chi ti\u00eau tr\u1ef1c tuy\u1ebfn nhi\u1ec1u h\u01a1n 10% so v\u1edbi kh\u00e1ch h\u00e0ng m\u1ed9t k\u00eanh.\u00a0Tr\u1ea3i nghi\u1ec7m \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i c\u00f3 ngh\u0129a l\u00e0 lo\u1ea1i b\u1ecf ma s\u00e1t trong h\u00e0nh tr\u00ecnh c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 c\u00f3 th\u1ec3 truy c\u1eadp m\u1ecdi l\u00fac, m\u1ecdi n\u01a1i.\u00a0Kh\u00e1ch h\u00e0ng c\u0169ng \u0111ang mong \u0111\u1ee3i nh\u1eefng tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a cao.\u00a0B\u1ea3y m\u01b0\u01a1i b\u1ed1n ph\u1ea7n tr\u0103m ng\u01b0\u1eddi ti\u00eau d\u00f9ng ngh\u0129 r\u1eb1ng c\u00e1c c\u00f4ng ty n\u00ean hi\u1ec3u mong \u0111\u1ee3i v\u00e0 nhu c\u1ea7u c\u1ee7a h\u1ecd.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba89540fa46.png\" alt=\"\u1ea3nh2.png\" \/>Khi \u0111\u1ed9 ph\u1ee9c t\u1ea1p t\u0103ng l\u00ean, vi\u1ec7c cung c\u1ea5p tr\u1ea3i nghi\u1ec7m k\u1ebft n\u1ed1i tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n &#8211; MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<h3><strong>KINH DOANH D\u1ef0A TR\u00caN D\u1eee LI\u1ec6U<\/strong><\/h3>\n<p>M\u1edf kh\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 trung t\u00e2m c\u1ee7a chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1.\u00a0C\u00e1c doanh nghi\u1ec7p \u0111ang \u0111\u01b0a d\u1eef li\u1ec7u c\u1ee7a h\u1ecd ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng, h\u1ee3p l\u00fd h\u00f3a ho\u1ea1t \u0111\u1ed9ng v\u00e0 nhanh ch\u00f3ng ra m\u1eaft c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi.<\/p>\n<p>85% c\u00e1c nh\u00e0 ho\u1ea1ch \u0111\u1ecbnh CNTT b\u00e1o c\u00e1o c\u00e1c silo d\u1eef li\u1ec7u t\u1ea1o ra nh\u1eefng th\u00e1ch th\u1ee9c kinh doanh trong t\u1ed5 ch\u1ee9c c\u1ee7a h\u1ecd.\u00a0Nghi\u00ean c\u1ee9u cho th\u1ea5y vi\u1ec7c ph\u00e1 v\u1ee1 c\u00e1c silo d\u1eef li\u1ec7u c\u00f3 m\u1ed1i t\u01b0\u01a1ng quan t\u00edch c\u1ef1c v\u1edbi hi\u1ec7u su\u1ea5t c\u1ee7a c\u00f4ng ty.\u00a0S\u00e1u m\u01b0\u01a1i t\u00e1m ph\u1ea7n tr\u0103m c\u00e1c c\u00f4ng ty ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t \u0111\u00e3 b\u00e1o c\u00e1o v\u1ec1 vi\u1ec7c l\u00e0m vi\u1ec7c \u0111\u1ec3 lo\u1ea1i b\u1ecf c\u00e1c silo d\u1eef li\u1ec7u v\u00e0 chia s\u1ebb hi\u1ec3u bi\u1ebft.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba89568c52b.png\" alt=\"h\u00ecnh3.png\" \/>M\u1edf kh\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 tr\u1ecdng t\u00e2m c\u1ee7a doanh nghi\u1ec7p\u00a0MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>C\u00e1c c\u00f4ng ty \u0111ang \u0111\u01b0a d\u1eef li\u1ec7u v\u00e0o ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, h\u1ee3p l\u00fd h\u00f3a ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u0111\u1ed5i m\u1edbi v\u1edbi t\u1ed1c \u0111\u1ed9.\u00a0Lo\u1ea1i b\u1ecf ma s\u00e1t v\u00e0 chuy\u1ec3n \u0111\u1ed9ng c\u1ee7a t\u00e0i nguy\u00ean b\u1ecb \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp b\u1edfi c\u00e1ch c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u01a1 b\u1eafp d\u1ef1 \u0111o\u00e1n c\u1ee7a h\u1ecd.<\/p>\n<h3><strong><a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O<\/a> V\u00c0 M\u00c1Y H\u1eccC<\/strong><\/h3>\n<p>C\u00e1c t\u1ed5 ch\u1ee9c \u0111ang ng\u00e0y c\u00e0ng \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c kh\u1ea3 n\u0103ng c\u1ee7a AI \u0111\u1ec3 x\u00fac ti\u1ebfn v\u00e0 c\u00e1 nh\u00e2n h\u00f3a d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, gi\u1ea3m s\u1ef1 thi\u00ean v\u1ecb c\u1ee7a con ng\u01b0\u1eddi v\u00e0 t\u0103ng n\u0103ng su\u1ea5t.\u00a0H\u1ecd \u0111ang h\u1ecdc \u0111\u01b0\u1ee3c r\u1eb1ng gi\u00e1 tr\u1ecb c\u1ee7a AI v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 machine learning ph\u1ee5 thu\u1ed9c v\u00e0o d\u1eef li\u1ec7u m\u00e0 ch\u00fang \u0111\u01b0\u1ee3c cho \u0103n.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba8958c8f26.png\" alt=\"h\u00ecnh \u1ea3nh4.png\" \/>C\u00e1c doanh nghi\u1ec7p \u0111ang \u0111\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n m\u1ed7i n\u0103m v\u00e0o <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> &#8211; MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>Nghi\u00ean c\u1ee9u d\u1ef1 \u0111o\u00e1n m\u1ee9c t\u0103ng tr\u01b0\u1edfng 95% trong vi\u1ec7c \u00e1p d\u1ee5ng AI.\u00a0AI \u0111\u01b0\u1ee3c ch\u1ee9ng minh l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng, gi\u1ea3m s\u1ef1 thi\u00ean v\u1ecb c\u1ee7a con ng\u01b0\u1eddi v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5.<\/p>\n<p>Machine Learning (ML), t\u1ef1 \u0111\u1ed9ng h\u00f3a t\u00e1c v\u1ee5 c\u01a1 b\u1ea3n v\u00e0 t\u00e1c nh\u00e2n \u1ea3o \/ chatbot l\u00e0 nh\u1eefng tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t c\u1ee7a AI.\u00a0Hai m\u01b0\u01a1i l\u0103m ph\u1ea7n tr\u0103m ho\u1ea1t \u0111\u1ed9ng d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng s\u1ebd s\u1eed d\u1ee5ng tr\u1ee3 l\u00fd kh\u00e1ch h\u00e0ng \u1ea3o v\u00e0o n\u0103m 2020.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba895b19af9.png\" alt=\"h\u00ecnh \u1ea3nh5.png\" \/>Chatbots \u0111ang n\u1ed5i l\u00ean nh\u01b0 l\u00e0 ti\u00eau chu\u1ea9n cho d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng &#8211; MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>Nghi\u00ean c\u1ee9u c\u0169ng nh\u1ea5n m\u1ea1nh vi\u1ec7c s\u1eed d\u1ee5ng robot ph\u1eabu thu\u1eadt, robot ch\u1ecdn v\u00e0 \u0111\u1eb7t kho v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i.\u00a0Trong c\u00e1c d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh, AI s\u1eed d\u1ee5ng c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u1ec3 ph\u00e1t hi\u1ec7n gian l\u1eadn, \u0111\u1ea7u t\u01b0 d\u1ecbch v\u1ee5 v\u00e0 quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng ph\u00ea duy\u1ec7t kho\u1ea3n vay \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh v\u1edbi c\u00e1c m\u00f4 h\u00ecnh tri\u1ec3n khai c\u1ee5 th\u1ec3 c\u1ee7a c\u00f4ng ty.\u00a0Trong b\u00e1n l\u1ebb, AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c \u01b0u \u0111\u00e3i v\u00e0 khuy\u1ebfn m\u00e3i \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a.\u00a055% ng\u01b0\u1eddi ti\u00eau d\u00f9ng s\u1eb5n s\u00e0ng cho ph\u00e9p c\u00e1c nh\u00e0 b\u00e1n l\u1ebb theo d\u00f5i h\u00e0nh vi mua s\u1eafm c\u1ee7a h\u1ecd v\u1edbi v\u00e0 b\u00ean ngo\u00e0i c\u00e1c c\u1eeda h\u00e0ng n\u1ebfu \u0111i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 h\u1ecd c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c khuy\u1ebfn m\u1ea1i v\u00e0 khuy\u1ebfn m\u1ea1i \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a.\u00a0C\u00e1c t\u1ed5 ch\u1ee9c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe s\u1eed d\u1ee5ng machine learning \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng ph\u00e1t hi\u1ec7n b\u1ec7nh.<\/p>\n<p>\u0110\u1ec3 t\u1ed1i \u0111a h\u00f3a gi\u00e1 tr\u1ecb c\u1ee7a AI v\u00e0 machine learning, nghi\u00ean c\u1ee9u cho th\u1ea5y c\u00e1c c\u00f4ng ty b\u1eaft \u0111\u1ea7u v\u1edbi qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.\u00a0B\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch h\u1ecfi n\u0103m c\u00e2u h\u1ecfi sau:<\/p>\n<ol>\n<li>5 b\u1ed9 d\u1eef li\u1ec7u c\u00f3 gi\u00e1 tr\u1ecb nh\u1ea5t c\u1ee7a b\u1ea1n l\u00e0 g\u00ec?<\/li>\n<li>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 gi\u00e1 tr\u1ecb \u0111\u01b0\u1ee3c t\u1ea1o ra?<\/li>\n<li>B\u1ea1n c\u00f3 API kh\u00f4ng?<\/li>\n<li>Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n<li>Ai c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p d\u1eef li\u1ec7u v\u00e0 n\u00f3 \u0111\u01b0\u1ee3c theo d\u00f5i nh\u01b0 th\u1ebf n\u00e0o?<\/li>\n<\/ol>\n<h3><strong>\u0110I\u1ec6N TO\u00c1N NHI\u1ec0U \u0110\u00c1M M\u00c2Y<\/strong><\/h3>\n<p>H\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p ng\u00e0y nay ch\u1ea1y tr\u00ean m\u00f4i tr\u01b0\u1eddng nhi\u1ec1u \u0111\u00e1m m\u00e2y, nh\u01b0ng vi\u1ec7c qu\u1ea3n l\u00fd nhi\u1ec1u \u0111\u00e1m m\u00e2y r\u1ea5t ph\u1ee9c t\u1ea1p, \u0111\u1eb7c bi\u1ec7t khi n\u00f3i \u0111\u1ebfn vi\u1ec7c di chuy\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a \u1ee9ng d\u1ee5ng gi\u1eefa c\u00e1c m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y.\u00a0Ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng v\u00e0 container h\u00f3a do API d\u1eabn \u0111\u1ea7u l\u00e0 hai gi\u1ea3i ph\u00e1p ti\u1ec1m n\u0103ng cho v\u1ea5n \u0111\u1ec1 n\u00e0y.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba895d53c74.png\" alt=\"h\u00ecnh6.png\" \/>Ph\u1ea7n l\u1edbn c\u00e1c doanh nghi\u1ec7p l\u1edbn s\u1eed d\u1ee5ng nhi\u1ec1u \u0111\u00e1m m\u00e2y &#8211; MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>85% doanh nghi\u1ec7p c\u00f3 h\u01a1n 1000 nh\u00e2n vi\u00ean c\u00f3 chi\u1ebfn l\u01b0\u1ee3c nhi\u1ec1u \u0111\u00e1m m\u00e2y.\u00a0Nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t v\u1edbi chi\u1ebfn l\u01b0\u1ee3c nhi\u1ec1u \u0111\u00e1m m\u00e2y l\u00e0 s\u1ef1 ph\u1ee9c t\u1ea1p, qu\u1ea3n l\u00fd \u1ee9ng d\u1ee5ng v\u00e0 qu\u1ea3n l\u00fd chi ph\u00ed.\u00a0C\u00e1c doanh nghi\u1ec7p \u0111\u1ea5u tranh \u0111\u1ec3 di chuy\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u1ee9ng d\u1ee5ng gi\u1eefa c\u00e1c \u0111\u00e1m m\u00e2y.\u00a0Nghi\u00ean c\u1ee9u cho th\u1ea5y c\u00e1c API gi\u00fap m\u1edf kh\u00f3a d\u1eef li\u1ec7u v\u00e0 c\u00e1c ch\u1ee9c n\u0103ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng c\u01b0 tr\u00fa trong nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y.\u00a0Nghi\u00ean c\u1ee9u c\u0169ng \u01b0\u1edbc t\u00ednh t\u0103ng tr\u01b0\u1edfng 165% trong 18 th\u00e1ng t\u1edbi cho c\u00e1c c\u00f4ng ty v\u1eadn h\u00e0nh m\u00f4i tr\u01b0\u1eddng c\u1ee7a h\u1ecd b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c \u0111\u00f3ng g\u00f3i.\u00a0Container l\u00e0 m\u1ed9t \u0111\u01a1n v\u1ecb ph\u1ea7n m\u1ec1m ti\u00eau chu\u1ea9n \u0111\u00f3ng g\u00f3i m\u00e3 v\u00e0 t\u1ea5t c\u1ea3 c\u00e1c ph\u1ee5 thu\u1ed9c c\u1ee7a n\u00f3 \u0111\u1ec3 \u1ee9ng d\u1ee5ng ch\u1ea1y nhanh v\u00e0 \u0111\u00e1ng tin c\u1eady t\u1eeb m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n n\u00e0y sang m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n kh\u00e1c.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba895fa84d1.png\" alt=\"h\u00ecnh7.png\" \/>C\u00e1ch thi\u1ebft k\u1ebf c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u1ec3 di chuy\u1ec3n gi\u1eefa c\u00e1c \u0111\u00e1m m\u00e2y v\u1edbi API\u00a0MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<h3><strong>H\u1ee2P T\u00c1C V\u1edaI CNTT \u0110\u1ec2 TH\u00daC \u0110\u1ea8Y KINH DOANH<\/strong><\/h3>\n<p>\u0110\u1ec3 t\u1ed1i \u0111a h\u00f3a to\u00e0n b\u1ed9 ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7, c\u00e1c t\u1ed5 ch\u1ee9c \u0111ang \u0111\u1ecbnh v\u1ecb CNTT l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh c\u1ed1t l\u00f5i cho doanh nghi\u1ec7p.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba89622840f.png\" alt=\"\u1ea3nh8.png\" \/>Hi\u1ec7u qu\u1ea3 CNTT l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bchuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 &#8211; MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>C\u00f3 \u00e1p l\u1ef1c ng\u00e0y c\u00e0ng t\u0103ng \u0111\u1ed1i v\u1edbi CNTT \u0111\u1ec3 cung c\u1ea5p nhi\u1ec1u h\u01a1n, nhanh h\u01a1n.\u00a0M\u1ed7i c\u00f4ng ty ph\u1ea3i ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u00f4ng ty c\u00f4ng ngh\u1ec7, t\u1eadn d\u1ee5ng s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 m\u1edbi n\u1ed5i \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a c\u00e1c b\u00ean li\u00ean quan.\u00a0\u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 CNTT ph\u1ea3i nhanh nh\u1eb9n, nhanh ch\u00f3ng v\u00e0 s\u00e1ng t\u1ea1o.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba89642e28c.png\" alt=\"\u1ea3nh9.png\" \/>Khi m\u1ecdi c\u00f4ng ty l\u00e0 m\u1ed9t c\u00f4ng ty c\u00f4ng ngh\u1ec7, CNTT ph\u1ea3i ti\u1ebfn nhanh h\u01a1n v\u00e0 th\u00edch nghi\u00a0MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>Khi c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00e1n v\u00e0 m\u1edbi n\u1ed5i, \u0111\u00e2y l\u00e0 nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u n\u0103m 2019:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba8966aeb4e.png\" alt=\"h\u00ecnh10.png\" \/>MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>G\u1ea7n nh\u01b0 t\u1ea5t c\u1ea3 (92%) doanh nghi\u1ec7p b\u00e1o c\u00e1o nhu c\u1ea7u t\u00edch h\u1ee3p v\u01b0\u1ee3t ra ngo\u00e0i CNTT.\u00a0Nghi\u00ean c\u1ee9u cho th\u1ea5y CNTT kh\u00f4ng c\u00f2n c\u00f3 th\u1ec3 theo k\u1ecbp nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p.\u00a0Ba m\u01b0\u01a1i s\u00e1u ph\u1ea7n tr\u0103m nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh CNTT c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh t\u1ea5t c\u1ea3 c\u00e1c d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u trong n\u0103m 2019. G\u1ea7n 7 trong s\u1ed1 10 ph\u00f2ng CNTT ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 b\u1eadt \u0111\u00e8n.<\/p>\n<h3><strong>\u0110\u1ed2NG T\u1ea0O GI\u00c1 TR\u1eca V\u1edaI C\u00c1C B\u00caN LI\u00caN QUAN B\u00caN NGO\u00c0I<\/strong><\/h3>\n<p>C\u00e1c doanh nghi\u1ec7p t\u1ed1t nh\u1ea5t \u0111ang t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng b\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng h\u1ec7 sinh th\u00e1i h\u1ee3p t\u00e1c c\u1ee7a c\u00e1c \u0111\u1ed1i t\u00e1c, kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c b\u00ean li\u00ean quan b\u00ean ngo\u00e0i.\u00a0Nghi\u00ean c\u1ee9u cho th\u1ea5y h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 \u0111ang gia t\u0103ng v\u00e0 c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p li\u1ec1n m\u1ea1ch c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi v\u00e0o tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd.\u00a0C\u00e1c v\u00ed d\u1ee5 v\u1ec1 \u0111\u1ed3ng s\u00e1ng t\u1ea1o gi\u00e1 tr\u1ecb \u0111\u01b0\u1ee3c n\u00eau b\u1eadt v\u1edbi m\u00e3 ngu\u1ed3n m\u1edf, n\u1ec1n t\u1ea3ng h\u00f3a v\u00e0 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u v\u1edbi c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3 t\u1eeb Apple, Mastercard v\u00e0 K\u1ebb s\u1ecdc.\u00a0\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 c\u00e1c API m\u1edf gi\u00fap doanh nghi\u1ec7p t\u1ea1o ra gi\u00e1 tr\u1ecb v\u1edbi c\u00e1c b\u00ean li\u00ean quan b\u00ean ngo\u00e0i.<\/p>\n<h3><strong>TH\u00daC \u0110\u1ea8Y HI\u1ec6U QU\u1ea2 KINH DOANH V\u1edaI API<\/strong><\/h3>\n<p>C\u00e1c doanh nghi\u1ec7p t\u1eadn d\u1ee5ng API \u0111ang tr\u1ea3i qua t\u0103ng n\u0103ng su\u1ea5t, t\u0103ng tr\u01b0\u1edfng doanh thu v\u00e0 c\u00f3 th\u1ec3 \u0111\u1ed5i m\u1edbi &#8211; nh\u01b0ng ch\u00fang ph\u1ea3i \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t v\u00e0 d\u1ec5 d\u00e0ng t\u00e1i s\u1eed d\u1ee5ng \u0111\u1ec3 cung c\u1ea5p gi\u00e1 tr\u1ecb \u0111\u1ea7y \u0111\u1ee7.\u00a0Ch\u00edn m\u01b0\u01a1i m\u1ed1t ph\u1ea7n tr\u0103m c\u00e1c t\u1ed5 ch\u1ee9c s\u1edf h\u1eefu API c\u00f4ng khai v\u00e0 \/ ho\u1eb7c ri\u00eang t\u01b0 \u0111ang g\u1eb7p ph\u1ea3i k\u1ebft qu\u1ea3 kinh doanh quan tr\u1ecdng.\u00a0API cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ed5i m\u1edbi nhanh h\u01a1n v\u00e0 th\u00f4ng minh h\u01a1n.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/10\/tgmc-blog-5dba896939cf5.png\" alt=\"h\u00ecnh \u1ea3nh11.png\" \/>API cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ed5i m\u1edbi nhanh h\u01a1n v\u00e0 th\u00f4ng minh h\u01a1n\u00a0MuleSoft Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020<\/p>\n<p>Nghi\u00ean c\u1ee9u nh\u1eafc nh\u1edf ch\u00fang ta r\u1eb1ng chi\u1ebfn l\u01b0\u1ee3c API c\u00e0ng tinh vi, k\u1ebft qu\u1ea3 kinh doanh c\u00e0ng l\u1edbn.\u00a0M\u1ed9t s\u1ed1 c\u00f4ng ty \u0111\u00e3 t\u0103ng t\u1ed1c \u0111\u1ed9 g\u1ea5p hai l\u1ea7n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng l\u1ea1i API.\u00a0M\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u00e3 \u0111\u01b0\u1ee3c nh\u1ea5n m\u1ea1nh minh h\u1ecda nh\u1eefng c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 v\u1ec1 t\u1ed1c \u0111\u1ed9 ph\u00e2n ph\u1ed1i CNTT, ra m\u1eaft s\u1ea3n ph\u1ea9m nhanh h\u01a1n v\u00e0 t\u0103ng doanh s\u1ed1 ch\u1ec9 d\u1ef1a tr\u00ean c\u00e1c k\u1ef9 thu\u1eadt t\u1ed1i \u01b0u h\u00f3a v\u00e0 qu\u1ea3n l\u00fd API.<\/p>\n<p>B\u00e1o c\u00e1o\u00a0xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 Top 7 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020\u00a0c\u1ee7a\u00a0MuleSoft\u00a0(m\u1ed9t\u00a0c\u00f4ng ty\u00a0Salesforce\u00a0) kh\u00e1 to\u00e0n di\u1ec7n, v\u1edbi nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 d\u1ef1 b\u00e1o \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 cho n\u0103m 2020 v\u00e0 h\u01a1n th\u1ebf n\u1eefa.\u00a0Nh\u1eefng ph\u00e1t hi\u1ec7n trong b\u00e1o c\u00e1o n\u00e0y cho th\u1ea5y m\u1ea1nh m\u1ebd r\u1eb1ng \u0111\u1ec3 mang l\u1ea1i tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i, c\u00e1c c\u00f4ng ty ph\u1ea3i t\u1eadp trung v\u00e0o vi\u1ec7c nu\u00f4i d\u01b0\u1ee1ng v\u0103n h\u00f3a d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u1ed9t ph\u00e1 v\u00e0 thay \u0111\u1ed5i tr\u00f2 ch\u01a1i nh\u01b0 machine learning v\u00e0 AI, trong m\u00f4i tr\u01b0\u1eddng nhi\u1ec1u \u0111\u00e1m m\u00e2y, \u0111\u1ec3 t\u0103ng t\u1ed1c v\u00e0 khu\u1ebfch \u0111\u1ea1i \u0111\u1ed3ng s\u00e1ng t\u1ea1o gi\u00e1 tr\u1ecb trong h\u1ec7 sinh th\u00e1i c\u1ee7a h\u1ecd b\u1eb1ng c\u00e1ch h\u1ee3p t\u00e1c m\u1ea1nh m\u1ebd v\u1edbi CNTT \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1t h\u01a1n s\u1ee9c m\u1ea1nh tuy\u1ec7t v\u1eddi c\u1ee7a c\u00e1c m\u1ea1ng \u1ee9ng d\u1ee5ng.<\/p>\n<p><em>Theo<\/em> ZDNet<\/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=20882\">10 s\u1ef1 ki\u1ec7n CNTT-Truy\u1ec1n th\u00f4ng n\u1ed5i b\u1eadt 2024 do CLB nh\u00e0 b\u00e1o ICT Vi\u1ec7t Nam b\u00ecnh ch\u1ecdn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20837\">C\u00e1c chuy\u00ean gia AI c\u1ee7a NVIDIA d\u1ef1 b\u00e1o g\u00ec cho n\u0103m 2025<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20849\">Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o: Hi\u1ec7n tr\u1ea1ng v\u00e0 xu h\u01b0\u1edbng vi\u1ec7c l\u00e0m ti\u1ec1m n\u0103ng trong n\u0103m 2025<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20820\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y: Nh\u1eefng xu h\u01b0\u1edbng m\u1edbi s\u1ebd r\u00f5 n\u00e9t h\u01a1n trong n\u0103m 2025<\/a><\/li>\n<li><a 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n&#259;m 2020 v&agrave;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":2868,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,2,1],"tags":[172,1335],"class_list":["post-2867","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-ao-hoa","category-tong-hop","tag-digital-transformation","tag-ict-trends"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020 - 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\/top-7-xu-huong-chuyen-doi-ky-thuat-so-dinh-hinh-nam-2020-p2867\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Top 7 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ecbnh h\u00ecnh n\u0103m 2020 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Kh&#7843;o s&aacute;t &#272;i&#7875;m s&#7889; K&#7871;t n&#7889;i c&#7911;a MuleSoft cho th&#7845;y 97% nh&#7919;ng ng&#432;&#7901;i ra quy&#7871;t &#273;&#7883;nh CNTT c&oacute; li&ecirc;n quan &#273;&#7871;n c&aacute;c s&aacute;ng ki&#7871;n &#8203;&#8203;chuy&#7875;n &#273;&#7893;i k&#7929; thu&#7853;t s&#7889; t&#7841;i c&aacute;c t&#7893; ch&#7913;c t&#432;&#417;ng &#7913;ng c&#7911;a h&#7885;.&nbsp;Nghi&ecirc;n c&#7913;u x&aacute;c &#273;&#7883;nh c&aacute;c xu h&#432;&#7899;ng chuy&#7875;n &#273;&#7893;i k&#7929; thu&#7853;t s&#7889; quan tr&#7885;ng nh&#7845;t cho 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