{"id":4469,"date":"2024-12-14T12:00:42","date_gmt":"2024-12-14T05:00:42","guid":{"rendered":"https:\/\/www.marketenterprise.vn\/blog\/?p=4469"},"modified":"2024-12-14T12:19:19","modified_gmt":"2024-12-14T05:19:19","slug":"ai-va-machine-learning-3-nam-toi","status":"publish","type":"post","link":"https:\/\/www.marketenterprise.vn\/blog\/ai-va-machine-learning-3-nam-toi.html","title":{"rendered":"AI v\u00e0 Machine Learning: T\u00e1c \u0110\u1ed9ng \u0110\u1ebfn Ng\u00e0nh C\u00f4ng Ngh\u1ec7 IT v\u00e0 C\u01a1 H\u1ed9i Cho IT Comtor trong 3 n\u0103m t\u1edbi"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 \u0111ang thay \u0111\u1ed5i v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t, v\u00e0 &#8220;ng\u00f4i sao&#8221; s\u00e1ng nh\u1ea5t d\u1eabn \u0111\u1ea7u cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y ch\u00ednh l\u00e0 <strong>AI v\u00e0 Machine Learning (<\/strong><\/span><b>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o <\/b><span style=\"font-weight: 400;\"><strong>v\u00e0<\/strong> <\/span><b>H\u1ecdc m\u00e1y)<\/b><span style=\"font-weight: 400;\">. AI \u0111ang len l\u1ecfi v\u00e0o m\u1ecdi ng\u00f3c ng\u00e1ch c\u1ee7a cu\u1ed9c s\u1ed1ng, t\u1eeb nh\u1eefng chi\u1ebfc smartphone b\u00e9 nh\u1ecf cho \u0111\u1ebfn nh\u1eefng h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p \u0111i\u1ec1u khi\u1ec3n xe t\u1ef1 l\u00e1i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u1eady, AI v\u00e0 Machine Learning s\u1ebd &#8220;khu\u1ea5y \u0111\u1ea3o&#8221; ng\u00e0nh IT nh\u01b0 th\u1ebf n\u00e0o trong 3 n\u0103m t\u1edbi? V\u00e0 quan tr\u1ecdng h\u01a1n, n\u00f3 s\u1ebd m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i &#8220;v\u00e0ng&#8221; n\u00e0o cho ch\u00fang ta &#8211; nh\u1eefng IT Comtor?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u00e3y c\u00f9ng m\u00ecnh &#8220;l\u1eb7n s\u00e2u&#8221; v\u00e0o th\u1ebf gi\u1edbi AI v\u00e0 kh\u00e1m ph\u00e1 nh\u1eefng \u0111i\u1ec1u th\u00fa v\u1ecb nh\u00e9!<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-scaled.webp\" alt=\"AI v\u00e0 Machine Learning\" width=\"1366\" height=\"781\" class=\"aligncenter size-full wp-image-4470\" srcset=\"https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-scaled.webp 1366w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-300x171.webp 300w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-1024x585.webp 1024w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-768x439.webp 768w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-1536x878.webp 1536w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092030\/DALL%C2%B7E-2024-12-06-12.16.39-A-modern-office-setting-with-an-international-team-of-Bridge-SEs-and-IT-Comtors-collaborating-with-software-development-teams.-The-scene-includes-a-la-1-1568x896.webp 1568w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><\/p>\n<h2><b> I. AI v\u00e0 Machine Learning: &#8220;C\u1eb7p b\u00e0i tr\u00f9ng&#8221; quy\u1ec1n l\u1ef1c c\u1ee7a ng\u00e0nh IT<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Tr\u01b0\u1edbc h\u1ebft, h\u00e3y c\u00f9ng &#8220;\u00f4n l\u1ea1i&#8221; m\u1ed9t ch\u00fat ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n. AI l\u00e0 g\u00ec? Machine Learning l\u00e0 g\u00ec? V\u00e0 t\u1ea1i sao ch\u00fang l\u1ea1i &#8220;hot&#8221; \u0111\u1ebfn v\u1eady?<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b><a href=\"https:\/\/www.marketenterprise.vn\/blog\/khai-niem-ai-top-10-cong-dung.html\">AI (Artificial Intelligence &#8211; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o)<\/a>:<\/b><span style=\"font-weight: 400;\"> L\u00e0 l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh nh\u1eb1m t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng &#8220;suy ngh\u0129&#8221; v\u00e0 &#8220;h\u00e0nh \u0111\u1ed9ng&#8221; nh\u01b0 con ng\u01b0\u1eddi, bao g\u1ed3m h\u1ecdc t\u1eadp, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, ra quy\u1ebft \u0111\u1ecbnh, v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4i tr\u01b0\u1eddng xung quanh.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Machine Learning (H\u1ecdc m\u00e1y):<\/b><span style=\"font-weight: 400;\"> L\u00e0 m\u1ed9t nh\u00e1nh c\u1ee7a AI, cho ph\u00e9p m\u00e1y t\u00ednh t\u1ef1 h\u1ecdc t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh r\u00f5 r\u00e0ng. N\u00f3i c\u00e1ch kh\u00e1c, Machine Learning gi\u00fap m\u00e1y t\u00ednh &#8220;tr\u01b0\u1edfng th\u00e0nh&#8221; v\u00e0 &#8220;th\u00f4ng minh&#8221; h\u01a1n qua th\u1eddi gian.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa AI v\u00e0 Machine Learning \u0111\u00e3 t\u1ea1o n\u00ean nh\u1eefng b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 &#8220;ngo\u1ea1n m\u1ee5c&#8221; trong ng\u00e0nh IT:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh:<\/b><span style=\"font-weight: 400;\"> T\u1eeb vi\u1ec7c vi\u1ebft code, ki\u1ec3m th\u1eed ph\u1ea7n m\u1ec1m, \u0111\u1ebfn tri\u1ec3n khai v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng, AI \u0111ang gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a r\u1ea5t nhi\u1ec1u c\u00f4ng vi\u1ec7c, gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 gi\u1ea3m thi\u1ec3u l\u1ed7i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u:<\/b><span style=\"font-weight: 400;\"> AI c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u1edbi t\u1ed1c \u0111\u1ed9 &#8220;\u00e1nh s\u00e1ng&#8221;, t\u1eeb \u0111\u00f3 ph\u00e1t hi\u1ec7n ra nh\u1eefng insight &#8220;v\u00e0ng&#8221; m\u00e0 con ng\u01b0\u1eddi kh\u00f3 c\u00f3 th\u1ec3 nh\u1eadn ra.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m:<\/b><span style=\"font-weight: 400;\"> AI gi\u00fap c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 tr\u1edf n\u00ean &#8220;th\u00f4ng minh&#8221; h\u01a1n, c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m cho t\u1eebng ng\u01b0\u1eddi d\u00f9ng, t\u1eeb \u0111\u00f3 t\u0103ng s\u1ef1 h\u00e0i l\u00f2ng v\u00e0 g\u1eafn k\u1ebft.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>N\u00e2ng cao b\u1ea3o m\u1eadt:<\/b><span style=\"font-weight: 400;\"> AI gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 ng\u0103n ch\u1eb7n c\u00e1c m\u1ed1i \u0111e d\u1ecda an ninh m\u1ea1ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng.<\/span><\/li>\n<\/ul>\n<h2><b> II. &#8220;C\u01a1n s\u00f3ng th\u1ea7n&#8221; AI: T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ng\u00e0nh IT trong 3 n\u0103m t\u1edbi<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 d\u1ef1 \u0111o\u00e1n v\u1ec1 t\u00e1c \u0111\u1ed9ng c\u1ee7a AI v\u00e0 Machine Learning \u0111\u1ebfn ng\u00e0nh IT trong 3 n\u0103m t\u1edbi:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>B\u00f9ng n\u1ed5 c\u00e1c \u1ee9ng d\u1ee5ng AI:<\/b><span style=\"font-weight: 400;\"> S\u1ebd c\u00f3 ng\u00e0y c\u00e0ng nhi\u1ec1u \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p AI, t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng cho \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p ph\u1ee9c t\u1ea1p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd &#8220;No-Code\/Low-Code&#8221;:<\/b><span style=\"font-weight: 400;\"> AI s\u1ebd gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng chuy\u00ean c\u0169ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u01a1n gi\u1ea3n m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft code.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u0103ng c\u01b0\u1eddng t\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/b><span style=\"font-weight: 400;\"> AI s\u1ebd ti\u1ebfp t\u1ee5c t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec1u quy tr\u00ecnh trong ng\u00e0nh IT, gi\u00fap c\u00e1c doanh nghi\u1ec7p n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>&#8220;L\u00ean ng\u00f4i&#8221; c\u1ee7a AIOps:<\/b><span style=\"font-weight: 400;\"> AI s\u1ebd \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong v\u1eadn h\u00e0nh IT (AIOps), gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c gi\u00e1m s\u00e1t, qu\u1ea3n l\u00fd v\u00e0 x\u1eed l\u00fd s\u1ef1 c\u1ed1 h\u1ec7 th\u1ed1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u1ecb tr\u01b0\u1eddng vi\u1ec7c l\u00e0m &#8220;s\u1ed1t&#8221; v\u1edbi AI:<\/b><span style=\"font-weight: 400;\"> Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng c\u00e1c chuy\u00ean gia AI s\u1ebd t\u0103ng cao, t\u1ea1o ra nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn.<\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092416\/DALL%C2%B7E-2024-12-09-11.23.38-A-surreal-illustration-of-a-massive-wave-symbolizing-AI-technology-styled-as-a-tsunami-composed-of-glowing-binary-codes-neural-network-diagrams-and.webp\" alt=\"S\u00f3ng th\u1ea7n AI\" width=\"600\" height=\"600\" class=\"aligncenter wp-image-4471\" srcset=\"https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092416\/DALL%C2%B7E-2024-12-09-11.23.38-A-surreal-illustration-of-a-massive-wave-symbolizing-AI-technology-styled-as-a-tsunami-composed-of-glowing-binary-codes-neural-network-diagrams-and.webp 1024w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092416\/DALL%C2%B7E-2024-12-09-11.23.38-A-surreal-illustration-of-a-massive-wave-symbolizing-AI-technology-styled-as-a-tsunami-composed-of-glowing-binary-codes-neural-network-diagrams-and-300x300.webp 300w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092416\/DALL%C2%B7E-2024-12-09-11.23.38-A-surreal-illustration-of-a-massive-wave-symbolizing-AI-technology-styled-as-a-tsunami-composed-of-glowing-binary-codes-neural-network-diagrams-and-90x90.webp 90w, https:\/\/mevn-public.s3-ap-southeast-1.amazonaws.com\/marketenterprise.vn\/wp-images\/2024\/12\/09092416\/DALL%C2%B7E-2024-12-09-11.23.38-A-surreal-illustration-of-a-massive-wave-symbolizing-AI-technology-styled-as-a-tsunami-composed-of-glowing-binary-codes-neural-network-diagrams-and-768x768.webp 768w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/li>\n<\/ul>\n<h2><b>III. IT Comtor: &#8220;N\u1eafm b\u1eaft c\u01a1 h\u1ed9i&#8221; trong k\u1ef7 nguy\u00ean AI<\/b><\/h2>\n<p>Trong b\u1ed1i c\u1ea3nh AI v\u00e0 Machine Learning \u0111ang &#8220;th\u1ed1ng tr\u1ecb&#8221; ng\u00e0nh c\u00f4ng ngh\u1ec7, IT Comtor kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 &#8220;ng\u01b0\u1eddi phi\u00ean d\u1ecbch&#8221; n\u1eefa, m\u00e0 c\u00f2n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh &#8220;ng\u01b0\u1eddi d\u1eabn \u0111\u01b0\u1eddng&#8221; khai ph\u00e1 nh\u1eefng ti\u1ec1m n\u0103ng to l\u1edbn c\u1ee7a AI. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng c\u01a1 h\u1ed9i &#8220;v\u00e0ng&#8221; \u0111ang ch\u1edd \u0111\u00f3n c\u00e1c IT Comtor:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1edf r\u1ed9ng &#8220;v\u00f9ng \u0111\u1ea5t&#8221; c\u1ee7a IT Comtor:<\/b><span style=\"font-weight: 400;\"> Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c d\u1ecbch thu\u1eadt t\u00e0i li\u1ec7u k\u1ef9 thu\u1eadt, IT Comtor s\u1ebd \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c &#8220;phi\u00ean d\u1ecbch&#8221; c\u00e1c kh\u00e1i ni\u1ec7m, thu\u1eadt to\u00e1n AI ph\u1ee9c t\u1ea1p cho c\u00e1c b\u00ean li\u00ean quan.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>&#8220;C\u1ea7u n\u1ed1i&#8221; gi\u1eefa con ng\u01b0\u1eddi v\u00e0 AI:<\/b><span style=\"font-weight: 400;\"> IT Comtor s\u1ebd l\u00e0 ng\u01b0\u1eddi &#8220;k\u1ebft n\u1ed1i&#8221; gi\u1eefa c\u00e1c chuy\u00ean gia AI, l\u1eadp tr\u00ecnh vi\u00ean v\u00e0 kh\u00e1ch h\u00e0ng, \u0111\u1ea3m b\u1ea3o m\u1ecdi ng\u01b0\u1eddi \u0111\u1ec1u hi\u1ec3u r\u00f5 m\u1ee5c ti\u00eau v\u00e0 gi\u00e1 tr\u1ecb c\u1ee7a d\u1ef1 \u00e1n AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Truy\u1ec1n th\u00f4ng v\u1ec1 AI:<\/b><span style=\"font-weight: 400;\"> IT Comtor s\u1ebd c\u00f3 c\u01a1 h\u1ed9i tham gia v\u00e0o vi\u1ec7c &#8220;gi\u00e1o d\u1ee5c&#8221; v\u00e0 &#8220;truy\u1ec1n th\u00f4ng&#8221; v\u1ec1 AI cho c\u1ed9ng \u0111\u1ed3ng, gi\u00fap m\u1ecdi ng\u01b0\u1eddi hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00f4ng ngh\u1ec7 n\u00e0y.<\/span><\/li>\n<li><b>Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng m\u1edbi:<\/b><span style=\"font-weight: 400;\"> IT Comtor c\u1ea7n &#8220;n\u00e2ng c\u1ea5p&#8221; b\u1ea3n th\u00e2n v\u1edbi c\u00e1c k\u1ef9 n\u0103ng m\u1edbi, ch\u1eb3ng h\u1ea1n nh\u01b0:<\/span>\n<ul>\n<li data-sourcepos=\"5:1-5:37\"><strong>N\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c v\u1eefng ch\u1eafc:<\/strong>\n<ul>\n<li data-sourcepos=\"7:1-7:162\"><strong>Hi\u1ec3u bi\u1ebft v\u1ec1 AI v\u00e0 Machine Learning:<\/strong> N\u1eafm v\u1eefng c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n, c\u00e1c thu\u1eadt to\u00e1n ph\u1ed5 bi\u1ebfn, v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng ti\u1ec1m n\u0103ng c\u1ee7a AI trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau.<\/li>\n<\/ul>\n<\/li>\n<li data-sourcepos=\"10:1-10:54\"><strong>T\u01b0 duy b\u1eadc cao &#8211; &#8220;V\u0169 kh\u00ed b\u00ed m\u1eadt&#8221; c\u1ee7a IT Comtor:<\/strong>\n<ul>\n<li data-sourcepos=\"12:1-12:149\"><strong>Ph\u00e2n t\u00edch:<\/strong> Ph\u00e1t tri\u1ec3n kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p, chia nh\u1ecf ch\u00fang th\u00e0nh nh\u1eefng ph\u1ea7n &#8220;d\u1ec5 ti\u00eau h\u00f3a&#8221; v\u00e0 &#8220;x\u1eed l\u00fd&#8221; m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<li data-sourcepos=\"13:1-13:123\"><strong>\u0110\u00e1nh gi\u00e1:<\/strong> R\u00e8n luy\u1ec7n k\u1ef9 n\u0103ng &#8220;nh\u00ecn xa tr\u00f4ng r\u1ed9ng&#8221;, \u0111\u00e1nh gi\u00e1 &#8220;t\u00ednh kh\u1ea3 thi&#8221; v\u00e0 &#8220;ti\u1ec1m n\u0103ng&#8221; c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p AI.<\/li>\n<li data-sourcepos=\"14:1-15:0\"><strong>S\u00e1ng t\u1ea1o:<\/strong> &#8220;Ngh\u0129 &#8220;outside the box&#8221; (ngh\u0129 ra ngo\u00e0i khu\u00f4n kh\u1ed5), \u0111\u01b0a ra nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi, &#8220;\u0111\u1ed9c \u0111\u00e1o&#8221; v\u00e0 &#8220;kh\u00e1c bi\u1ec7t&#8221; trong vi\u1ec7c \u1ee9ng d\u1ee5ng AI.<\/li>\n<\/ul>\n<\/li>\n<li data-sourcepos=\"16:1-16:45\"><strong>K\u1ef9 n\u0103ng giao ti\u1ebfp &#8211; &#8220;C\u00e2y c\u1ea7u&#8221; k\u1ebft n\u1ed1i:<\/strong>\n<ul data-sourcepos=\"18:1-21:0\">\n<li data-sourcepos=\"18:1-18:169\"><strong><a href=\"https:\/\/www.marketenterprise.vn\/blog\/human-skills-thoi-dai-cong-nghe.html\">Giao ti\u1ebfp hi\u1ec7u qu\u1ea3<\/a>:<\/strong> Truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin v\u1ec1 AI m\u1ed9t c\u00e1ch &#8220;r\u00f5 r\u00e0ng&#8221;, &#8220;s\u00fac t\u00edch&#8221; v\u00e0 &#8220;d\u1ec5 hi\u1ec3u&#8221; cho m\u1ecdi \u0111\u1ed1i t\u01b0\u1ee3ng, &#8220;thu h\u1eb9p kho\u1ea3ng c\u00e1ch&#8221; gi\u1eefa c\u00e1c b\u00ean li\u00ean quan.<\/li>\n<li data-sourcepos=\"19:1-19:132\"><strong>Thuy\u1ebft tr\u00ecnh \u1ea5n t\u01b0\u1ee3ng:<\/strong> Bi\u1ebfn nh\u1eefng ki\u1ebfn th\u1ee9c &#8220;k\u1ef9 thu\u1eadt kh\u00f4 khan&#8221; th\u00e0nh nh\u1eefng b\u00e0i thuy\u1ebft tr\u00ecnh &#8220;h\u1ea5p d\u1eabn&#8221; v\u00e0 &#8220;thuy\u1ebft ph\u1ee5c&#8221;.<\/li>\n<li data-sourcepos=\"20:1-21:0\"><strong>L\u1eafng nghe t\u00edch c\u1ef1c:<\/strong> Th\u1ea5u hi\u1ec3u &#8220;mong mu\u1ed1n&#8221; v\u00e0 &#8220;lo l\u1eafng&#8221; c\u1ee7a c\u00e1c b\u00ean li\u00ean quan \u0111\u1ec3 &#8220;\u0111i\u1ec1u ch\u1ec9nh&#8221; th\u00f4ng \u0111i\u1ec7p cho ph\u00f9 h\u1ee3p.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><b> IV. Th\u00e1ch th\u1ee9c v\u00e0 &#8220;ch\u00eca kh\u00f3a&#8221; th\u00e0nh c\u00f4ng<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1eb7c d\u00f9 AI v\u00e0 Machine Learning m\u1edf ra &#8220;c\u00e1nh c\u1eeda&#8221; \u0111\u1ea7y h\u1ee9a h\u1eb9n cho IT Comtor, nh\u01b0ng con \u0111\u01b0\u1eddng ph\u00eda tr\u01b0\u1edbc kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng b\u1eb1ng ph\u1eb3ng. \u0110\u1ec3 &#8220;chinh ph\u1ee5c&#8221; nh\u1eefng \u0111\u1ec9nh cao m\u1edbi trong k\u1ef7 nguy\u00ean AI, ch\u00fang ta c\u1ea7n nh\u1eadn th\u1ee9c r\u00f5 nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 trang b\u1ecb cho m\u00ecnh nh\u1eefng &#8220;ch\u00eca kh\u00f3a&#8221; th\u00e0nh c\u00f4ng.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>N\u00fai ki\u1ebfn th\u1ee9c kh\u1ed5ng l\u1ed3:<\/b><span style=\"font-weight: 400;\"> AI l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c r\u1ed9ng l\u1edbn v\u00e0 ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng, v\u1edbi v\u00f4 s\u1ed1 thu\u1eadt ng\u1eef, kh\u00e1i ni\u1ec7m v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi. Vi\u1ec7c c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c li\u00ean t\u1ee5c l\u00e0 m\u1ed9t &#8220;cu\u1ed9c \u0111ua marathon&#8221; kh\u00f4ng h\u1ed3i k\u1ebft.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Gi\u1ea3i ph\u00e1p:<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Ch\u1ee7 \u0111\u1ed9ng h\u1ecdc h\u1ecfi:<\/b><span style=\"font-weight: 400;\"> T\u00ecm ki\u1ebfm v\u00e0 ti\u1ebfp thu ki\u1ebfn th\u1ee9c t\u1eeb nhi\u1ec1u ngu\u1ed3n: s\u00e1ch, b\u00e1o, blog, kh\u00f3a h\u1ecdc online, h\u1ed9i th\u1ea3o,&#8230;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Th\u1ef1c h\u00e0nh th\u01b0\u1eddng xuy\u00ean:<\/b><span style=\"font-weight: 400;\"> \u00c1p d\u1ee5ng ki\u1ebfn th\u1ee9c v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf \u0111\u1ec3 c\u1ee7ng c\u1ed1 hi\u1ec3u bi\u1ebft.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Tham gia c\u1ed9ng \u0111\u1ed3ng:<\/b><span style=\"font-weight: 400;\"> K\u1ebft n\u1ed1i v\u1edbi c\u00e1c chuy\u00ean gia, chia s\u1ebb kinh nghi\u1ec7m v\u00e0 h\u1ecdc h\u1ecfi l\u1eabn nhau.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>R\u00e0o c\u1ea3n ng\u00f4n ng\u1eef:<\/b><span style=\"font-weight: 400;\"> Ph\u1ea7n l\u1edbn t\u00e0i li\u1ec7u v\u00e0 thu\u1eadt ng\u1eef AI \u0111\u1ec1u b\u1eb1ng ti\u1ebfng Anh. N\u1ebfu &#8220;v\u1ed1n ngo\u1ea1i ng\u1eef&#8221; c\u00f2n h\u1ea1n ch\u1ebf, vi\u1ec7c ti\u1ebfp c\u1eadn ki\u1ebfn th\u1ee9c v\u00e0 giao ti\u1ebfp v\u1edbi c\u00e1c b\u00ean li\u00ean quan s\u1ebd g\u1eb7p nhi\u1ec1u kh\u00f3 kh\u0103n.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Gi\u1ea3i ph\u00e1p:<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Trau d\u1ed3i ti\u1ebfng Anh:<\/b><span style=\"font-weight: 400;\"> T\u1eadp trung v\u00e0o c\u00e1c k\u1ef9 n\u0103ng \u0111\u1ecdc, vi\u1ebft, nghe, n\u00f3i li\u00ean quan \u0111\u1ebfn l\u0129nh v\u1ef1c AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>S\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3:<\/b><span style=\"font-weight: 400;\"> T\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 d\u1ecbch thu\u1eadt, t\u1eeb \u0111i\u1ec3n chuy\u00ean ng\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>H\u1ecdc h\u1ecfi t\u1eeb \u0111\u1ed3ng nghi\u1ec7p:<\/b><span style=\"font-weight: 400;\"> Trao \u0111\u1ed5i v\u00e0 h\u1ecdc h\u1ecfi kinh nghi\u1ec7m t\u1eeb nh\u1eefng \u0111\u1ed3ng nghi\u1ec7p gi\u1ecfi ti\u1ebfng Anh.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>N\u1eafm b\u1eaft &#8220;tinh th\u1ea7n&#8221; c\u1ee7a AI:<\/b><span style=\"font-weight: 400;\"> IT Comtor kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 &#8220;ng\u01b0\u1eddi phi\u00ean d\u1ecbch&#8221;, m\u00e0 c\u00f2n ph\u1ea3i th\u1ea5u hi\u1ec3u &#8220;c\u00e1i h\u1ed3n&#8221;, &#8220;c\u00e1i th\u1ea7n&#8221; c\u1ee7a AI. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng t\u01b0 duy logic, ph\u00e2n t\u00edch v\u00e0 t\u1ed5ng h\u1ee3p th\u00f4ng tin.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Gi\u1ea3i ph\u00e1p:<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>T\u00ecm hi\u1ec3u s\u00e2u v\u1ec1 b\u1ea3n ch\u1ea5t c\u1ee7a AI:<\/b><span style=\"font-weight: 400;\"> Nghi\u00ean c\u1ee9u c\u00e1c nguy\u00ean l\u00fd, thu\u1eadt to\u00e1n v\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>R\u00e8n luy\u1ec7n t\u01b0 duy ph\u1ea3n bi\u1ec7n:<\/b><span style=\"font-weight: 400;\"> Ph\u00e2n t\u00edch, \u0111\u00e1nh gi\u00e1 v\u00e0 \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 th\u00f4ng tin li\u00ean quan \u0111\u1ebfn AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng &#8220;d\u1ecbch thu\u1eadt s\u00e1ng t\u1ea1o&#8221;:<\/b><span style=\"font-weight: 400;\"> Truy\u1ec1n t\u1ea3i th\u00f4ng tin v\u1ec1 AI m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, d\u1ec5 hi\u1ec3u v\u00e0 h\u1ea5p d\u1eabn.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u1ea1nh tranh kh\u1ed1c li\u1ec7t:<\/b><span style=\"font-weight: 400;\"> AI \u0111ang tr\u1edf th\u00e0nh &#8220;m\u1ea3nh \u0111\u1ea5t m\u00e0u m\u1ee1&#8221; thu h\u00fat nhi\u1ec1u nh\u00e2n t\u00e0i. IT Comtor c\u1ea7n ph\u1ea3i kh\u00f4ng ng\u1eebng n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh c\u1ee7a b\u1ea3n th\u00e2n.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Gi\u1ea3i ph\u00e1p:<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>X\u00e2y d\u1ef1ng th\u01b0\u01a1ng hi\u1ec7u c\u00e1 nh\u00e2n:<\/b><span style=\"font-weight: 400;\"> Ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n, t\u1ea1o d\u1ef1ng uy t\u00edn v\u00e0 m\u1ea1ng l\u01b0\u1edbi quan h\u1ec7.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Ch\u1ee7 \u0111\u1ed9ng t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i:<\/b><span style=\"font-weight: 400;\"> Tham gia c\u00e1c d\u1ef1 \u00e1n AI, kh\u1eb3ng \u0111\u1ecbnh n\u0103ng l\u1ef1c v\u00e0 &#8220;ghi \u0111i\u1ec3m&#8221; v\u1edbi nh\u00e0 tuy\u1ec3n d\u1ee5ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"3\"><b>Kh\u00f4ng ng\u1eebng h\u1ecdc h\u1ecfi:<\/b><span style=\"font-weight: 400;\"> C\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c m\u1edbi, &#8220;n\u00e2ng c\u1ea5p&#8221; b\u1ea3n th\u00e2n \u0111\u1ec3 &#8220;b\u1eaft k\u1ecbp&#8221; xu h\u01b0\u1edbng.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><b> V. K\u1ebft lu\u1eadn<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">AI v\u00e0 Machine Learning \u0111ang &#8220;thay da \u0111\u1ed5i th\u1ecbt&#8221; ng\u00e0nh IT, m\u1edf ra &#8220;k\u1ef7 nguy\u00ean&#8221; m\u1edbi \u0111\u1ea7y ti\u1ec1m n\u0103ng v\u00e0 th\u00e1ch th\u1ee9c. L\u00e0 nh\u1eefng IT Comtor, ch\u00fang ta c\u1ea7n &#8220;ch\u1ee7 \u0111\u1ed9ng&#8221; n\u1eafm b\u1eaft c\u01a1 h\u1ed9i, &#8220;n\u00e2ng c\u1ea5p&#8221; b\u1ea3n th\u00e2n v\u00e0 &#8220;s\u1eb5n s\u00e0ng&#8221; \u0111\u00f3n nh\u1eadn nh\u1eefng thay \u0111\u1ed5i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u00e3y c\u00f9ng nhau &#8220;l\u01b0\u1edbt s\u00f3ng&#8221; tr\u00ean &#8220;c\u01a1n s\u00f3ng th\u1ea7n&#8221; AI v\u00e0 &#8220;chinh ph\u1ee5c&#8221; nh\u1eefng \u0111\u1ec9nh cao m\u1edbi nh\u00e9!<\/span><\/p>\n<p><b>C\u00e1c ngu\u1ed3n tham kh\u1ea3o h\u1eefu \u00edch:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Towards Data Science:<a href=\"https:\/\/towardsdatascience.com\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/towardsdatascience.com\/<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Machine Learning Mastery:<a href=\"https:\/\/machinelearningmastery.com\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/machinelearningmastery.com\/<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">MIT Technology Review:<a href=\"https:\/\/www.technologyreview.com\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/www.technologyreview.com\/<\/span><\/a><\/li>\n<\/ul>\n<p>H\u00e3y chia s\u1ebb b\u00e0i vi\u1ebft n\u00e0y \u0111\u1ebfn c\u1ed9ng \u0111\u1ed3ng IT Comtor nh\u00e9!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 \u0111ang thay \u0111\u1ed5i v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t, v\u00e0 &#8220;ng\u00f4i sao&#8221; s\u00e1ng nh\u1ea5t d\u1eabn \u0111\u1ea7u cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y ch\u00ednh l\u00e0 AI v\u00e0 Machine Learning (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 H\u1ecdc m\u00e1y). AI \u0111ang len l\u1ecfi v\u00e0o m\u1ecdi ng\u00f3c ng\u00e1ch c\u1ee7a cu\u1ed9c s\u1ed1ng, t\u1eeb nh\u1eefng chi\u1ebfc smartphone b\u00e9 nh\u1ecf cho \u0111\u1ebfn [&hellip;]<\/p>\n","protected":false},"author":54,"featured_media":4565,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[56],"tags":[176,174],"class_list":["post-4469","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-culture","tag-ai","tag-kham-pha-ai"],"_links":{"self":[{"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/posts\/4469","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/comments?post=4469"}],"version-history":[{"count":0,"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/posts\/4469\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/media\/4565"}],"wp:attachment":[{"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/media?parent=4469"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/categories?post=4469"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.marketenterprise.vn\/blog\/wp-json\/wp\/v2\/tags?post=4469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}