{"id":21263,"date":"2021-05-28T17:29:10","date_gmt":"2021-05-28T10:29:10","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=21263"},"modified":"2023-05-09T11:27:10","modified_gmt":"2023-05-09T04:27:10","slug":"machine-learning-la-gi","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/","title":{"rendered":"Machine Learning l\u00e0 g\u00ec v\u00e0 C\u00e1ch gi\u1ea3i th\u00edch \u0111\u00fang m\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#Machine_Learning_la_gi\" >Machine Learning l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#Moi_quan_he_cua_Data_Science_va_AI_voi_Machine_Learning_la_gi\" >M\u1ed1i quan h\u1ec7 c\u1ee7a Data Science v\u00e0 AI v\u1edbi Machine Learning l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#Thuc_trang_hien_nay_cua_Machine_Learning_la_gi\" >Th\u1ef1c tr\u1ea1ng hi\u1ec7n nay c\u1ee7a Machine Learning l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#Moi_quan_he_cua_AI_va_con_nguoi\" >M\u1ed1i quan h\u1ec7 c\u1ee7a AI v\u00e0 con ng\u01b0\u1eddi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#Machine_Learning_Project_Manager_trong_nganh_IT_noi_gi\" >Machine Learning Project Manager trong ng\u00e0nh IT n\u00f3i g\u00ec?<\/a><\/li><\/ul><\/nav><\/div>\n\r\n<p><strong><em>Machine Learning l\u00e0 g\u00ec? \u0110\u00f3 l\u00e0 m\u1ed9t con \u0111\u01b0\u1eddng \u201cgi\u1ea3i ph\u00f3ng&#8221; c\u1ee7a con ng\u01b0\u1eddi, gi\u00fap con ng\u01b0\u1eddi gi\u1ea3i ph\u00f3ng \u0111\u1ea7u \u00f3c, kh\u00f4ng c\u1ea7n ph\u1ea3i ng\u00e0y n\u00e0o c\u0169ng l\u00e0m \u0111i l\u00e0m l\u1ea1i nh\u1eefng c\u00f4ng vi\u1ec7c v\u00f4 tri nh\u01b0 nhau, hay c\u00f2n g\u1ecdi l\u00e0 \u201cL\u00e0m vi\u1ec7c nh\u01b0 c\u00e1i m\u00e1y&#8221;. \u0110\u1ed3ng th\u1eddi, do c\u00f4ng vi\u1ec7c trong th\u1eddi \u0111\u1ea1i ng\u00e0y nay ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p, \u0111\u1ed9 t\u1ea3i cao, Machine Learning ch\u00ednh l\u00e0 ph\u01b0\u01a1ng \u00e1n t\u1ed1i \u01b0u h\u00f3a n\u0103ng su\u1ea5t cho con ng\u01b0\u1eddi.<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u0110\u1ec3 hi\u1ec3u th\u00eam v\u1ec1 Machine Learning l\u00e0 g\u00ec, \u0111i\u1ec1u g\u00ec quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi m\u1ed9t m\u00f4 h\u00ecnh Machine Learning \u01b0u vi\u1ec7t c\u0169ng nh\u01b0 nh\u1eefng t\u1ed1 ch\u1ea5t c\u1ea7n thi\u1ebft c\u1ee7a m\u1ed9t ng\u01b0\u1eddi l\u00e0m vi\u1ec7c v\u1edbi Machine Learning l\u00e0 g\u00ec, ITviec \u0111\u00e3 c\u00f3 bu\u1ed5i ph\u1ecfng v\u1ea5n v\u1edbi <strong>L\u00ea H\u1eefu Long<\/strong> &#8211; <strong>Machine Learning Project Manager<\/strong> t\u1ea1i <a href=\"https:\/\/itviec.com\/companies\/cinnamon-ai-labs\" target=\"_blank\" rel=\"noopener\"><strong>Cinnamon AI<\/strong><\/a> &#8211; C\u00f4ng ty Machine Learning t\u1eeb Nh\u1eadt B\u1ea3n &#8211; Top 6 Vietnam Best IT Companies 2020.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>B\u00e0i vi\u1ebft \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n d\u01b0\u1edbi g\u00f3c nh\u00ecn v\u00e0 th\u00f4ng tin c\u1ee7a anh L\u00ea H\u1eefu Long.\u00a0<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-l-g\"><span class=\"ez-toc-section\" id=\"Machine_Learning_la_gi\"><\/span><strong>Machine Learning l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Machine Learning c\u01a1 b\u1ea3n l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 kh\u1ea3 n\u0103ng \u201ch\u1ecdc t\u1eadp\u201d m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u, \u0111\u1ecdc \u0111\u01b0\u1ee3c nh\u1eefng khu\u00f4n m\u1eabu (pattern) trong d\u1eef li\u1ec7u v\u00e0 th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 n\u00e0o \u0111\u00f3, c\u00f3 th\u1ec3 l\u00e0 \u0111\u01b0a ra nh\u1eefng ph\u00e2n lo\u1ea1i, d\u1ef1 \u0111o\u00e1n. C\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01a1n gi\u1ea3n l\u00e0 gi\u1ed1ng nh\u01b0 c\u00e1ch con ng\u01b0\u1eddi h\u1ecdc, \u201cm\u00e1y h\u1ecdc&#8221; c\u0169ng l\u00e0 qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n m\u00e1y t\u00ednh d\u1ef1a tr\u00ean nh\u1eefng d\u1eef li\u1ec7u, khu\u00f4n m\u1eabu \u0111\u00e3 c\u00f3 nh\u1eb1m ho\u00e0n th\u00e0nh m\u1ed9t c\u00f4ng vi\u1ec7c trong t\u01b0\u01a1ng lai m\u1ed9t c\u00e1ch t\u1ed1t h\u01a1n m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng c\u1ea7n th\u1ee7 c\u00f4ng can thi\u1ec7p.<\/p>\r\n\r\n\r\n\r\n<p>V\u1eady th\u00ec, m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc n\u00e0o s\u1edf h\u1eefu l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn h\u01a1n \u0111\u1ec3 \u201ch\u1ecdc&#8221; th\u00ec s\u1ebd ti\u00ean ti\u1ebfn h\u01a1n, \u0111\u1ed9 ch\u00ednh x\u00e1c khi th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5 s\u1ebd cao h\u01a1n. Machine Learning g\u1ea7n nh\u01b0 l\u00e0 cu\u1ed9c \u0111ua v\u1ec1 d\u1eef li\u1ec7u, kh\u00f4ng ph\u1ea3i cu\u1ed9c \u0111ua v\u1ec1 thu\u1eadt to\u00e1n. Long c\u00f2n v\u00ed von d\u1eef li\u1ec7u nh\u01b0 l\u00e0 m\u1ed9t lo\u1ea1i \u201cd\u1ea7u th\u00f4&#8221; m\u1edbi trong ng\u00e0nh Machine Learning m\u00e0 ai c\u0169ng mu\u1ed1n s\u1edf h\u1eefu c\u00e0ng nhi\u1ec1u c\u00e0ng t\u1ed1t.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" class=\"wp-image-21258\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1-640x480.jpg\" alt=\"Machine Learning l\u00e0 g\u00ec\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1-300x225.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1-200x150.jpg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1-768x576.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1-100x75.jpg 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-1-600x450.jpg 600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p>C\u0169ng ch\u00ednh v\u00ec th\u1ebf m\u00e0 m\u1ed9t trong nh\u1eefng h\u1ea1n ch\u1ebf l\u1edbn nh\u1ea5t \u0111\u1ec3 \u0111\u1ea1t k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t trong qu\u00e1 tr\u00ecnh \u201cm\u00e1y h\u1ecdc&#8221; ch\u00ednh l\u00e0 s\u1ef1 thi\u1ebfu h\u1ee5t v\u1ec1 d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, \u0111\u1eb7c bi\u1ec7t l\u00e0 n\u1ebfu \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 in-house Machine Learning team. B\u1edfi v\u00ec kh\u00f4ng c\u00f3 to\u00e0n quy\u1ec1n truy c\u1eadp v\u00e0o c\u01a1 s\u1edf d\u1eef li\u1ec7u, nh\u1ea5t l\u00e0 nh\u1eefng d\u1eef li\u1ec7u mang t\u00ednh c\u00e1 nh\u00e2n, \u0111\u1ed9 b\u1ea3o m\u1eadt cao, c\u00e1c c\u00f4ng ty Machine Learning outsourcing s\u1ebd kh\u00f3 c\u00f3 th\u1ec3 d\u1ef1ng m\u00f4 h\u00ecnh \u201cm\u00e1y h\u1ecdc&#8221; m\u1ed9t c\u00e1ch t\u1ed1t nh\u1ea5t.<\/p>\r\n\r\n\r\n\r\n<p>Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i d\u1eef li\u1ec7u n\u00e0o c\u0169ng \u0111\u1ee7 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 \u0111\u01b0a v\u00e0o m\u00e1y h\u1ecdc. D\u1eef li\u1ec7u \u0111\u00f3 ph\u1ea3i \u0111\u01b0\u1ee3c qua c\u00f4ng \u0111o\u1ea1n \u201cl\u00e0m s\u1ea1ch&#8221;, d\u00e1n nh\u00e3n \u0111\u1ec3 m\u00e1y c\u00f3 th\u1ec3 h\u1ecdc t\u1ed1t \u0111\u01b0\u1ee3c. \u201c<strong>Garbage in, garbage out<\/strong>&#8221; &#8211; Long nh\u1ea5n m\u1ea1nh v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c \u201cl\u1ecdc&#8221; d\u1eef li\u1ec7u tr\u01b0\u1edbc.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-m-i-quan-h-c-a-data-science-v-ai-v-i-machine-learning\"><span class=\"ez-toc-section\" id=\"Moi_quan_he_cua_Data_Science_va_AI_voi_Machine_Learning_la_gi\"><\/span><strong>M\u1ed1i quan h\u1ec7 c\u1ee7a Data Science v\u00e0 AI v\u1edbi Machine Learning l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>AI l\u00e0 \u201ctr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o&#8221;, nh\u1eb1m t\u1ea1o ra nh\u1eefng b\u1ed9 m\u00e1y c\u00f3 kh\u1ea3 n\u0103ng m\u00f4 ph\u1ecfng kh\u1ea3 n\u0103ng suy ngh\u0129 v\u00e0 h\u00e0nh vi c\u1ee7a con ng\u01b0\u1eddi. M\u1ed9t h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng AI c\u00f3 ngh\u0129a r\u1eb1ng h\u1ec7 th\u1ed1ng \u0111\u00f3 kh\u00f4ng c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh tr\u01b0\u1edbc m\u00e0 c\u1ea7n nh\u1eefng thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 t\u1ef1 l\u00e0m vi\u1ec7c v\u1edbi nhau.<\/p>\r\n\r\n\r\n\r\n<p>Nh\u1eefng \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI m\u00e0 ta c\u00f3 th\u1ec3 nh\u1eadn th\u1ea5y ch\u00ednh l\u00e0 Siri, Google, AI trong ch\u01a1i c\u1edd,&#8230; Machine Learning ch\u00ednh l\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c AI. Machine Learning l\u00e0 m\u1ed9t nh\u00e1nh nh\u1ecf, m\u1ed9t t\u1eadp con c\u1ee7a AI v\u00e0 AI cho ph\u00e9p m\u00e1y m\u00f3c h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>Xem th\u00eam: <strong><a href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI l\u00e0 g\u00ec?<\/a><\/strong> do <strong>AI Engineer t\u1ea1i Viettel R&amp;D<\/strong> gi\u1ea3i \u0111\u00e1p<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Data Science l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh \u201ckh\u00e1m ph\u00e1\u201d c\u00e1c khu\u00f4n m\u1eabu d\u1eef li\u1ec7u t\u1eeb d\u1eef li\u1ec7u th\u00f4 v\u00e0 c\u00f3 nhi\u1ec7m v\u1ee5 gi\u1ea3i th\u00edch, \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n t\u1eeb nh\u1eefng khu\u00f4n m\u1eabu \u0111\u00f3. Data Science g\u1ed3m nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n v\u00e0 c\u00f4ng vi\u1ec7c c\u1ea7n ph\u1ea3i x\u1eed l\u00fd, t\u1eeb vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u, tinh g\u1ecdn d\u1eef li\u1ec7u, l\u01b0u tr\u1eef d\u1eef li\u1ec7u,&#8230;<\/p>\r\n\r\n\r\n\r\n<p>Machine Learning l\u00e0 giai \u0111o\u1ea1n sau c\u1ee7a Data Science. Sau khi t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd th\u00ec \u0111\u01b0a v\u00e0o m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc \u0111\u1ec3 \u0111\u01b0a ra khu\u00f4n m\u1eabu, d\u1ef1 \u0111o\u00e1n. Vi\u1ec7c thu th\u1eadp m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u1eeba l\u1edbn v\u1eeba \u0111\u1ee7 \u201cs\u1ea1ch&#8221; m\u1edbi l\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a Data Science.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>Gi\u1ea3i \u0111\u00e1p c\u1eb7n k\u1ebd <a href=\"https:\/\/itviec.com\/blog\/big-data-la-gi\/\"><strong>Big Data l\u00e0 g\u00ec?<\/strong><\/a> v\u00e0 <strong><a href=\"https:\/\/itviec.com\/blog\/data-scientist-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Scientist l\u00e0 ai?<\/a><\/strong><\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"491\" class=\"wp-image-21255\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-4-640x491.png\" alt=\"M\u1ed1i quan h\u1ec7 gi\u1eefa Machine Learning v\u00e0 Data Science v\u00e0 AI\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-4.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-4-300x230.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-4-200x153.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-4-100x77.png 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-4-587x450.png 587w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/>\r\n<figcaption>Ngu\u1ed3n: <a href=\"http:\/\/blog.insightdatascience.com\" target=\"_blank\" rel=\"noreferrer noopener\">blog.insightdatascience.com<\/a><\/figcaption>\r\n<\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p>Khi hi\u1ec3u \u0111\u01b0\u1ee3c Machine Learning l\u00e0 g\u00ec, b\u1ea1n s\u1ebd th\u1ea5y &#8220;m\u00e1y h\u1ecdc&#8221; l\u00e0 s\u1ee3i d\u00e2y li\u00ean k\u1ebft gi\u1eefa Data Science v\u00e0 AI. D\u1ef1a v\u00e0o nh\u1eefng d\u1eef li\u1ec7u t\u1eeb Data Science, AI ch\u00ednh l\u00e0 \u201ck\u1ebft qu\u1ea3&#8221; thu v\u1ec1 \u0111\u01b0\u1ee3c, ch\u00ednh l\u00e0 m\u1ee5c \u0111\u00edch cho nh\u1eefng t\u1eadp d\u1eef li\u1ec7u \u0111\u00f3 v\u00e0 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c nh\u1eefng v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1eb7t ra. V\u00e0 Machine Learning l\u00e0 s\u1ef1 li\u00ean k\u1ebft, \u201cc\u00f4ng c\u1ee5&#8221; \u0111\u1ec3 \u0111\u1ea1t k\u1ebft qu\u1ea3 \u0111\u00f3.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-th-c-tr-ng-machine-learning-hi-n-nay\"><span class=\"ez-toc-section\" id=\"Thuc_trang_hien_nay_cua_Machine_Learning_la_gi\"><\/span><strong>Th\u1ef1c tr\u1ea1ng hi\u1ec7n nay c\u1ee7a Machine Learning l\u00e0 g\u00ec?<br \/><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"h-th-c-tr-ng-machine-learning-tr-n-th-gi-i\"><strong>Th\u1ef1c tr\u1ea1ng Machine Learning tr\u00ean th\u1ebf gi\u1edbi<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>M\u1ed9t trong nh\u1eefng th\u1ef1c tr\u1ea1ng AI n\u00f3i chung, Machine Learning n\u00f3i ri\u00eang, \u0111ang ph\u1ed5 bi\u1ebfn tr\u00ean th\u1ebf gi\u1edbi hi\u1ec7n nay ch\u00ednh l\u00e0 \u201cBlack box AI&#8221;. Anh Long gi\u1ea3i th\u00edch Black box AI c\u00f3 ngh\u0129a:<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>M\u00ecnh l\u00e0 ng\u01b0\u1eddi x\u00e2y d\u1ef1ng thu\u1eadt to\u00e1n, m\u00ecnh hu\u1ea5n luy\u1ec7n m\u00e1y, m\u00ecnh ki\u1ec3m tra k\u1ebft qu\u1ea3 nh\u01b0ng \u0111\u00f4i khi m\u00ecnh l\u1ea1i kh\u00f4ng hi\u1ec3u h\u1ebft \u0111\u01b0\u1ee3c \u0111i\u1ec1u g\u00ec \u0111\u00e3 x\u1ea3y ra b\u00ean trong qu\u00e1 tr\u00ecnh \u201ch\u1ecdc&#8221; \u0111\u00f3. V\u00e0 \u0111\u00f3 c\u0169ng gi\u1ed1ng nh\u01b0 l\u00e0 \u201ch\u1ed9p \u0111en&#8221; c\u1ee7a gi\u1edbi AI v\u1eady \u0111\u00f3.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Hi\u1ec7n nay, th\u1ebf gi\u1edbi h\u1ecd \u0111ang mu\u1ed1n h\u01b0\u1edbng \u0111\u1ebfn \u201cWhite box AI\u201d, c\u00f3 ngh\u0129a l\u00e0 con ng\u01b0\u1eddi s\u1ebd th\u1ea5u su\u1ed1t \u0111\u01b0\u1ee3c t\u1ea5t c\u1ea3 nh\u1eefng g\u00ec \u0111ang x\u1ea3y ra trong l\u00fac m\u00e1y h\u1ecdc. Tuy nhi\u00ean, \u0111i\u1ec1u n\u00e0y l\u1ea1i d\u1eabn \u0111\u1ebfn m\u1ed9t m\u00e2u thu\u1eabn r\u1eb1ng \u201cN\u1ebfu con ng\u01b0\u1eddi hi\u1ec3u h\u1ebft r\u1ed3i, th\u00ec c\u00f2n c\u1ea7n g\u00ec m\u00e1y n\u1eefa?\u201d. C\u00e2u h\u1ecfi n\u00e0y s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3i \u0111\u00e1p \u1edf m\u1ee5c 3. M\u1ed1i quan h\u1ec7 c\u1ee7a AI v\u00e0 con ng\u01b0\u1eddi ngay d\u01b0\u1edbi \u0111\u00e2y.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"h-th-c-tr-ng-machine-learning-vi-t-nam\"><strong>Th\u1ef1c tr\u1ea1ng Machine Learning \u1edf Vi\u1ec7t Nam<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>Long c\u0169ng chia s\u1ebb r\u1eb1ng xu h\u01b0\u1edbng Machine Learning ph\u00e1t tri\u1ec3n \u1edf Vi\u1ec7t Nam c\u0169ng ch\u01b0a th\u1eadt s\u1ef1 r\u00f5 r\u00e0ng. \u0110\u1ec3 l\u00fd gi\u1ea3i \u0111i\u1ec1u n\u00e0y, anh cho r\u1eb1ng th\u1ef1c tr\u1ea1ng n\u00e0y di\u1ec5n ra v\u1edbi nguy\u00ean nh\u00e2n ch\u00ednh n\u1eb1m \u1edf ch\u1ed7 chi ph\u00ed.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>M\u1ee5c \u0111\u00edch AI \u0111\u01b0\u1ee3c sinh ra l\u00e0 \u0111\u1ec3 gi\u1ea3m b\u1edbt chi ph\u00ed v\u00e0 h\u1ed7 tr\u1ee3 nh\u1eefng c\u00f4ng vi\u1ec7c mang t\u00ednh \u201ctay ch\u00e2n&#8221;, l\u1eb7p \u0111i l\u1eb7p l\u1ea1i. \u1ede th\u1ecb tr\u01b0\u1eddng n\u01b0\u1edbc ngo\u00e0i, chi ph\u00ed cho nh\u1eefng c\u00f4ng vi\u1ec7c \u0111\u00f3 s\u1ebd r\u1ea5t cao nh\u01b0ng \u1edf Vi\u1ec7t Nam th\u00ec chi ph\u00ed l\u1ea1i kh\u00e1 th\u1ea5p, n\u00ean v\u1eabn ch\u01b0a c\u1ea7n thi\u1ebft t\u00ecm \u0111\u1ebfn m\u1ed9t gi\u1ea3i ph\u00e1p thay th\u1ebf.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Tuy nhi\u00ean, nh\u1eefng ng\u01b0\u1eddi l\u00e0m vi\u1ec7c trong ng\u00e0nh AI c\u0169ng n\u00ean lu\u00f4n trong tr\u1ea1ng th\u00e1i, s\u1eb5n s\u00e0ng \u0111\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 ph\u00e1t tri\u1ec3n b\u1ea3n th\u00e2n. N\u1ebfu trong tr\u01b0\u1eddng h\u1ee3p, c\u00f3 m\u1ed9t c\u01a1 h\u1ed9i hi\u1ebfm khi xu\u1ea5t hi\u1ec7n di\u1ec5n ra, v\u1eabn c\u00f3 \u0111\u1ee7 nh\u00e2n l\u1ef1c s\u1eb5n s\u00e0ng cho nhi\u1ec7m v\u1ee5 \u0111\u00f3 v\u00e0 \u0111\u00f3 s\u1ebd l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf l\u1edbn khi m\u00ecnh \u0111i tr\u01b0\u1edbc nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng chu\u1ea9n b\u1ecb. Long \u0111\u01b0a v\u00ed d\u1ee5 tr\u1ef1c quan, d\u1ec5 hi\u1ec3u:<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>Trong kho\u1ea3ng th\u1eddi gian cu\u1ed1i n\u0103m 2020 v\u00e0 qu\u00fd 1\/2021, th\u1ecb tr\u01b0\u1eddng ch\u1ee9ng kho\u00e1n ch\u1ee9ng ki\u1ebfn m\u1ed9t s\u1ef1 gia t\u0103ng \u201c\u0111\u1ed9t bi\u1ebfn&#8221; trong vi\u1ec7c \u0111\u0103ng k\u00fd t\u00e0i kho\u1ea3n ch\u1ee9ng kho\u00e1n m\u00e0 ch\u01b0a t\u1eebng c\u00f3 ti\u1ec1n l\u1ec7.<\/em><\/p>\r\n<p><em>H\u1ea7u h\u1ebft t\u1ea5t c\u1ea3 c\u00e1c c\u00f4ng ty ch\u1ee9ng kho\u00e1n \u0111\u1ec1u y\u00eau c\u1ea7u kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd ph\u1ea3i ra t\u1eadn v\u0103n ph\u00f2ng \u0111\u1ec3 \u0111\u0103ng k\u00fd t\u00e0i kho\u1ea3n. Duy nh\u1ea5t ch\u1ec9 c\u00f3 C\u00f4ng ty C\u1ed5 ph\u1ea7n Ch\u1ee9ng kho\u00e1n VPS l\u1ea1i s\u1eed d\u1ee5ng eKYC &#8211; m\u1ed9t \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a c\u00f4ng ngh\u1ec7 AI, trong vi\u1ec7c \u0111\u0103ng k\u00fd \u0111\u1ec3 nh\u00e0 \u0111\u1ea7u t\u01b0 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n t\u1ea5t c\u1ea3 m\u1ecdi thao t\u00e1c tr\u00ean \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng.<\/em><\/p>\r\n<p><em>Nh\u1edd vi\u1ec7c lu\u00f4n ch\u1ee7 \u0111\u1ed9ng trong vi\u1ec7c c\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7, VPS v\u01b0\u01a1n l\u00ean tr\u1edf th\u00e0nh c\u00f4ng ty ch\u1ee9ng kho\u00e1n c\u00f3 th\u1ecb ph\u1ea7n m\u00f4i gi\u1edbi l\u1edbn nh\u1ea5t Vi\u1ec7t Nam qu\u00fd I\/2021.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" class=\"wp-image-21257\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2-640x480.jpg\" alt=\"Machine Learning l\u00e0 g\u00ec v\u00e0 Th\u1ef1c tr\u1ea1ng Machine Learning \u1edf Vi\u1ec7t Nam\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2-300x225.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2-200x150.jpg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2-768x576.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2-100x75.jpg 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-2-600x450.jpg 600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p>Th\u1ef1c tr\u1ea1ng Machine Learning \u1edf Vi\u1ec7t Nam c\u00f3 th\u1ec3 m\u00f4 t\u1ea3 b\u1eb1ng c\u1ee5m t\u1eeb \u201cv\u1eeba th\u1eeba v\u1eeba thi\u1ebfu&#8221;. B\u00e0i to\u00e1n c\u1ea7n gi\u1ea3i r\u1ea5t nhi\u1ec1u, v\u00ec Vi\u1ec7t Nam \u0111\u01b0\u01a1ng nhi\u00ean c\u0169ng s\u1ebd g\u1eb7p nh\u1eefng v\u1ea5n \u0111\u1ec1 t\u01b0\u01a1ng t\u1ef1 nh\u01b0 tr\u00ean th\u1ebf gi\u1edbi, c\u00f3 th\u1ec3 \u1edf quy m\u00f4 nh\u1ecf h\u01a1n, nh\u01b0ng l\u1ea1i thi\u1ebfu kh\u1ea3 n\u0103ng \u0111\u1ec3 gi\u1ea3i b\u00e0i to\u00e1n. Ch\u00ednh v\u00ec th\u1ebf, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng Machine Learning Engineer \u1edf Vi\u1ec7t Nam kh\u00e1 cao.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>Xem th\u00eam: <strong><a href=\"https:\/\/itviec.com\/viec-lam-it\/machine-learning?utm_medium=anchor_text&amp;utm_source=blog_14052021&amp;utm_campaign=daily\" target=\"_blank\" rel=\"noreferrer noopener\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m Machine Learning<\/a> <\/strong>t\u1ea1i Vi\u1ec7t Nam<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Machine Learning \u0111ang l\u00e0 h\u01b0\u1edbng ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai, c\u00f2n hi\u1ec7n t\u1ea1i v\u1eabn l\u00e0 m\u1ed9t s\u00e2n ch\u01a1i m\u1edbi. Khi ti\u1ebfp x\u00fac v\u1edbi nh\u1eefng kh\u00eda c\u1ea1nh &#8220;\u0111\u00e3 c\u0169&#8221; tr\u00ean th\u1ebf gi\u1edbi th\u00ec m\u00ecnh s\u1ebd c\u00f3 nhi\u1ec1u b\u1ea5t l\u1ee3i h\u01a1n l\u1ee3i th\u1ebf v\u00ec nh\u1eefng s\u00e2n ch\u01a1i \u0111\u00f3 \u0111\u00e3 c\u00f3 nhi\u1ec1u \u00f4ng l\u1edbn th\u1ed1ng tr\u1ecb.<\/p>\r\n<p>Ch\u00ednh v\u00ec th\u1ebf, khi tham gia v\u00e0o \u201cs\u00e2n ch\u01a1i m\u1edbi&#8221; nh\u01b0 Machine Learning th\u00ec c\u00f4ng ngh\u1ec7 Vi\u1ec7t Nam v\u1eabn s\u1ebd c\u00f3 c\u01a1 h\u1ed9i ngang b\u1eb1ng v\u1edbi t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, b\u1eaft \u0111\u1ea7u nh\u01b0 nhau. Kh\u00f3 kh\u0103n v\u1eabn c\u00f3, nh\u01b0ng c\u01a1 h\u1ed9i v\u1eabn s\u1ebd nhi\u1ec1u h\u01a1n, h\u00e3y bi\u1ebft n\u1eafm b\u1eaft c\u01a1 h\u1ed9i n\u00e0y. \u0110\u00e2y c\u0169ng ch\u00ednh l\u00e0 l\u1eddi khuy\u00ean v\u00e0 \u0111\u1ed9ng vi\u00ean m\u00e0 Long d\u00e0nh cho nh\u1eefng b\u1ea1n mu\u1ed1n theo \u0111u\u1ed5i Machine Learning.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-m-i-quan-h-c-a-ai-v-con-ng-i\"><span class=\"ez-toc-section\" id=\"Moi_quan_he_cua_AI_va_con_nguoi\"><\/span><strong>M\u1ed1i quan h\u1ec7 c\u1ee7a AI v\u00e0 con ng\u01b0\u1eddi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>M\u1ed9t c\u00e2u h\u1ecfi l\u1edbn \u0111\u01b0\u1ee3c \u0111\u1eb7t ra \u0111\u00f3 ch\u00ednh l\u00e0 \u201cCon ng\u01b0\u1eddi li\u1ec7u c\u00f3 b\u1ecb thay th\u1ebf b\u1edfi m\u00e1y m\u00f3c kh\u00f4ng?\u201d trong khi ch\u00ednh ch\u00fang ta t\u1ea1o ra \u201cm\u00e1y h\u1ecdc&#8221; \u0111\u1ec3 gi\u1ea3m t\u1ea3i c\u00f4ng vi\u1ec7c cho con ng\u01b0\u1eddi.<\/p>\r\n\r\n\r\n\r\n<p>Long cho r\u1eb1ng, sau khi l\u00e0m vi\u1ec7c v\u1edbi Machine Learning, th\u00ec ng\u01b0\u1eddi v\u00e0 m\u00e1y s\u1ebd theo xu h\u01b0\u1edbng b\u1eaft tay nhau \u0111\u1ec3 l\u00e0m vi\u1ec7c, kh\u00f4ng ph\u1ea3i l\u00e0 ai thay th\u1ebf ai c\u1ea3. M\u1ed7i b\u00ean \u0111\u1ec1u s\u1ebd c\u00f3 nh\u1eefng \u0111i\u1ec3m m\u1ea1nh v\u00e0 \u0111i\u1ec3m y\u1ebfu ri\u00eang m\u00e0 b\u00ean c\u00f2n l\u1ea1i c\u00f3 th\u1ec3 b\u1ed5 sung.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"366\" class=\"wp-image-21377\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7-640x366.jpg\" alt=\"Artificial Intelligence AI v\u00e0 con ng\u01b0\u1eddi\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7-300x172.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7-200x114.jpg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7-768x439.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7-100x57.jpg 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-1-7-700x400.jpg 700w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/>\r\n<figcaption>B\u1ea1n c\u00f3 s\u1ee3 r\u1eb1ng m\u1ed9t ng\u00e0y n\u00e0o \u0111\u00f3 c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n s\u1ebd b\u1ecb thay th\u1ebf b\u1edfi AI?<\/figcaption>\r\n<\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>M\u00e1y c\u00f3 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c, x\u1eed l\u00fd, h\u1ecdc t\u1eadp m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00f4 c\u00f9ng l\u1edbn trong m\u1ed9t kho\u1ea3ng th\u1eddi gian k\u00e9o d\u00e0i li\u00ean t\u1ee5c m\u00e0 kh\u00f4ng c\u1ea3m th\u1ea5y m\u1ec7t m\u1ecfi. Tuy nhi\u00ean, ng\u01b0\u1eddi l\u1ea1i c\u00f3 t\u01b0 duy, s\u00e1ng t\u1ea1o v\u00e0 tr\u1ef1c gi\u00e1c &#8211; nh\u1eefng \u0111i\u1ec1u m\u00e0 m\u00e1y s\u1ebd kh\u00f4ng c\u00f3.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Machine Learning c\u00f3 th\u1ec3 \u0111\u01b0a ra k\u1ebft qu\u1ea3 d\u1ef1 b\u00e1o nh\u01b0ng quy\u1ec1n quy\u1ebft \u0111\u1ecbnh v\u1eabn thu\u1ed9c v\u1ec1 con ng\u01b0\u1eddi. Con ng\u01b0\u1eddi c\u00f3 th\u1ec3 gi\u1ea3i ngh\u0129a v\u00e0 m\u00f3c n\u1ed1i nh\u1eefng d\u1eef li\u1ec7u t\u1eeb m\u00e1y \u0111\u01b0a ra v\u00e0 s\u1ebd bi\u1ebft r\u1eb1ng m\u00f4 h\u00ecnh n\u00e0y c\u00f3 th\u1ec3 d\u00f9ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n n\u00e0o.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-project-manager-trong-ng-nh-n-i-g\"><span class=\"ez-toc-section\" id=\"Machine_Learning_Project_Manager_trong_nganh_IT_noi_gi\"><\/span><strong>Machine Learning Project Manager trong ng\u00e0nh IT n\u00f3i g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li><strong>Machine Learning v\u00e0 \u0111\u00f4i l\u1ea7n \u201cv\u1ee1 m\u1ed9ng\u201d<\/strong><\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Khi ch\u1ec9 bi\u1ebft c\u01a1 b\u1ea3n v\u1ec1 Machine Learning l\u00e0 g\u00ec, m\u1ecdi ng\u01b0\u1eddi th\u01b0\u1eddng t\u01b0\u1edfng t\u01b0\u1ee3ng r\u1eb1ng khi \u0111\u01b0\u1ee3c l\u00e0m vi\u1ec7c trong ng\u00e0nh n\u00e0y, h\u1ecd s\u1ebd \u0111\u01b0\u1ee3c l\u00e0m r\u1ea5t nhi\u1ec1u th\u1ee9 &#8220;kh\u1ee7ng khi\u1ebfp&#8221; m\u1ed7i ng\u00e0y, \u0111\u01b0\u1ee3c ti\u1ebfp x\u00fac v\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. Long c\u0169ng kh\u00f4ng ph\u1ea3i l\u00e0 ngo\u1ea1i l\u1ec7.<\/p>\r\n\r\n\r\n\r\n<p>\u1ea4y v\u1eady m\u00e0 s\u1ef1 th\u1eadt l\u1ea1i tr\u00e1i ng\u01b0\u1ee3c ho\u00e0n to\u00e0n. \u201cC\u00e1c b\u1ea1n Engineer mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh nh\u1ea5t c\u00f3 th\u1ec3. Data \u0111\u01b0\u1ee3c nh\u1eadn \u00edt, kh\u00f4ng ph\u1ee9c t\u1ea1p, ch\u1ec9 nh\u01b0 l\u00e0 d\u1eef li\u1ec7u m\u1eabu th\u00f4i, s\u1ed1 l\u01b0\u1ee3ng v\u00e0i tr\u0103m\u201d &#8211; Long chia s\u1ebb. C\u00f2n c\u00f4ng vi\u1ec7c ch\u1ee7 y\u1ebfu m\u1ed7i ng\u00e0y ch\u1ec9 l\u00e0 hu\u1ea5n luy\u1ec7n m\u00e1y, quy tr\u00ecnh l\u1eb7p \u0111i l\u1eb7p l\u1ea1i nh\u01b0 v\u1eady m\u1ed7i ng\u00e0y, th\u1eddi gian l\u00ean \u0111\u1ebfn c\u1ea3 th\u00e1ng.<\/p>\r\n\r\n\r\n\r\n<p>Qu\u1ea3 nhi\u00ean kh\u00f4ng h\u1ec1 \u201cv\u0129 \u0111\u1ea1i&#8221; nh\u01b0 nh\u1eefng g\u00ec m\u1ed7i ng\u01b0\u1eddi hay v\u1ebd ra v\u1ec1 Machine Learning v\u00e0 AI nh\u1ec9?<\/p>\r\n\r\n\r\n\r\n<p>Tuy nhi\u00ean, h\u1ed3i \u0111\u1ea7u th\u00ec v\u1eady nh\u01b0ng khi \u0111\u00e3 quen r\u1ed3i, Long l\u1ea1i c\u00e0ng ng\u00e0y c\u00e0ng th\u1ea5y h\u1ee9ng th\u00fa v\u1edbi Machine Learning, nh\u1eadn ra \u0111\u01b0\u1ee3c nhi\u1ec1u kh\u00eda c\u1ea1nh v\u00f4 c\u00f9ng th\u00fa v\u1ecb c\u1ee7a c\u00f4ng vi\u1ec7c n\u00e0y.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"640\" class=\"wp-image-21256\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-3-480x640.jpg\" alt=\"Machine Learning l\u00e0 g\u00ec\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-3.jpg 480w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-3-225x300.jpg 225w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-3-150x200.jpg 150w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-3-75x100.jpg 75w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-project-manager-1-3-338x450.jpg 338w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>L\u00e0m l\u00e2u r\u1ed3i m\u00ecnh m\u1edbi th\u1ea5y kh\u1ea3 n\u0103ng ti\u1ebfp thu d\u1eef li\u1ec7u c\u1ee7a m\u00f4 h\u00ecnh v\u00f4 c\u00f9ng \u1ea5n t\u01b0\u1ee3ng. M\u00ecnh c\u00e0ng hu\u1ea5n luy\u1ec7n n\u00f3, c\u00e0ng \u201cd\u1ea1y&#8221; n\u00f3 th\u00ec m\u00f4 h\u00ecnh c\u00e0ng \u201cs\u00e1ng&#8221; h\u01a1n. C\u1ea3m gi\u00e1c t\u1ef1 h\u00e0o v\u00f4 c\u00f9ng! Khi m\u1edbi ti\u1ebfp x\u00fac v\u1edbi d\u1ef1 \u00e1n, l\u01b0\u1ee3ng d\u1eef li\u1ec7u nh\u1eadn \u0111\u01b0\u1ee3c c\u00f3 v\u00e0i tr\u0103m. Sau \u0111\u00f3, l\u1ea1i \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn v\u1edbi h\u00e0ng ch\u1ee5c tri\u1ec7u m\u1eabu d\u1eef li\u1ec7u kh\u00e1c nhau, m\u00ecnh ph\u1ea3i th\u1ed1t l\u00ean \u201c\u1ed2 quao, th\u00fa v\u1ecb \u0111\u1ea5y!\u201d (c\u01b0\u1eddi). D\u1eef li\u1ec7u c\u00e0ng l\u1edbn \u0111\u01b0\u01a1ng nhi\u00ean l\u00e0 c\u00e0ng vui r\u1ed3i!<\/em><\/p>\r\n<p><em>V\u00e0 \u0111\u1eb7c bi\u1ec7t h\u01a1n n\u1eefa ch\u00ednh l\u00e0 khi l\u00e0m l\u00e2u r\u1ed3i, m\u00ecnh \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn nh\u1eefng m\u00e3 d\u1eef li\u1ec7u kh\u00e1c nhau t\u1eeb nhi\u1ec1u kh\u00e1ch h\u00e0ng kh\u00e1c nhau. T\u1eeb \u0111\u00f3, m\u00ecnh nh\u00ecn th\u1ea5y \u0111\u01b0\u1ee3c s\u1ef1 li\u00ean quan c\u1ee7a nh\u1eefng kh\u00e1ch h\u00e0ng chung m\u1ed9t t\u1ec7p\/ng\u00e0nh, hi\u1ec3u \u0111\u01b0\u1ee3c \u201cn\u1ed7i \u0111au&#8221; c\u1ee7a h\u1ecd, m\u00ecnh c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111\u01b0a ra nh\u1eefng \u0111\u1ec1 xu\u1ea5t m\u00e0 kh\u00e1ch c\u00f2n kh\u00f4ng y\u00eau c\u1ea7u. Nh\u01b0 v\u1eady l\u00e0 qu\u00e1 h\u1ea1nh ph\u00fac r\u1ed3i.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>C\u1ea3m \u01a1n Long v\u00ec nh\u1eefng chia s\u1ebb v\u1ec1 ngh\u1ec1 v\u00f4 c\u00f9ng ch\u00e2n th\u1eadt v\u00e0 nhi\u1ec1u th\u00f4ng tin h\u1eefu \u00edch.<\/p>\r\n\r\n\r\n\r\n<p>V\u1edbi nh\u1eefng th\u00f4ng tin tr\u00ean, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 th\u1ea5y Machine Learning kh\u00f4ng qu\u00e1 kh\u00f3 hi\u1ec3u hay \u201chuy\u1ec1n b\u00ed&#8221; nh\u01b0 m\u1ecdi ng\u01b0\u1eddi v\u1eabn hay \u0111\u1ed3n \u0111\u1ea1i, vi\u1ec7c \u0111\u1ecbnh ngh\u0129a Machine Learning l\u00e0 g\u00ec c\u0169ng d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\r\n<p>Nh\u01b0 \u0111\u00e3 c\u00f3 chia s\u1ebb v\u1ec1 \u201cth\u1ef1c tr\u1ea1ng Machine Learning t\u1ea1i Vi\u1ec7t Nam\u201d, hi\u1ec7n nay, c\u01a1 h\u1ed9i d\u00e0nh cho nh\u1eefng v\u1ecb tr\u00ed ngh\u1ec1 nghi\u1ec7p li\u00ean quan \u0111\u1ebfn Machine Learning v\u1eabn \u0111ang m\u1edf r\u1ea5t nhi\u1ec1u tr\u00ean th\u1ecb tr\u01b0\u1eddng. \u0110\u1ec3 bi\u1ebft th\u00eam v\u1ec1 nh\u1eefng v\u1ecb tr\u00ed \u0111\u00f3 v\u00e0 t\u00ecm th\u00eam c\u01a1 h\u1ed9i cho m\u00ecnh, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ecdc ngay b\u00e0i vi\u1ebft <em><strong><a href=\"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nh\u1eefng v\u1ecb tr\u00ed li\u00ean quan \u0111\u1ebfn Machine Learning c\u01a1 b\u1ea3n<\/a><\/strong><\/em>.<\/p>\r\n\r\n\r\n\r\n<p><strong>Ti\u1ec3u s\u1eed:<\/strong><\/p>\r\n\r\n\r\n\r\n<p>Long t\u1ed1t nghi\u1ec7p ng\u00e0nh Kinh T\u1ebf &#8211; T\u00e0i ch\u00ednh Doanh nghi\u1ec7p. Khi ra tr\u01b0\u1eddng, v\u00e0o n\u0103m 2014, b\u1ea1n l\u00e0m v\u1ecb tr\u00ed Consultant and deploy t\u1ea1i c\u00f4ng ty FPT IS. C\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a Long khi \u0111\u00f3 l\u00e0 t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai h\u1ec7 th\u1ed1ng ERP &#8211; qu\u1ea3n l\u00fd ngu\u1ed3n l\u1ef1c doanh nghi\u1ec7p, module qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t .<\/p>\r\n\r\n\r\n\r\n<p>Sau \u0111\u00f3, v\u00e0o c\u00e1c n\u0103m 2015 v\u00e0 2017, Long c\u00f4ng t\u00e1c t\u1ea1i Viet Capital Bank v\u00e0 TRG International trong vai tr\u00f2 Business Development Executive.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>B\u00e2y gi\u1edd, v\u1ecb tr\u00ed c\u1ee7a Long l\u00e0 Project Manager t\u1ea1i Cinnamon AI. T\u00ednh \u0111\u1ebfn th\u00e1ng 4\/2021, Long \u0111\u00e3 g\u1eafn b\u00f3 v\u1edbi c\u00f4ng ty \u0111\u01b0\u1ee3c h\u01a1n 2 n\u0103m.<\/p>\r\n\r\n\r\n\r\n<p>Ngo\u00e0i ra, Long c\u0169ng c\u00f3 m\u1ed9t side project kh\u00e1 th\u00fa v\u1ecb l\u00e0 d\u1ecbch v\u1ee5 cho thu\u00ea s\u00e1ch online theo h\u00ecnh th\u1ee9c subscription Libri reading t\u1ea1i website: <a href=\"http:\/\/librireading.com\" target=\"_blank\" rel=\"noreferrer noopener\">librireading.com<\/a><\/p>\r\n\r\n\r\n\r\n<div id=\"block-cb339696-5488-49d9-9a38-bede7315281f\" class=\"wp-block-image\" style=\"text-align: center;\">\r\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png\" alt=\"Robby2\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p id=\"block-65912808-5c69-480f-80a8-2a00566d8ad5\" class=\"has-text-align-center\" style=\"text-align: center;\"><strong>B\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft hay v\u00e0 c\u1ea7n thi\u1ebft v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi? \u0110\u1eebng ng\u1ea1i nh\u1ea5n n\u00fat Share b\u00ean d\u01b0\u1edbi nh\u00e9.<\/strong><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning l\u00e0 g\u00ec? \u0110\u00f3 l\u00e0 m\u1ed9t con \u0111\u01b0\u1eddng \u201cgi\u1ea3i ph\u00f3ng&#8221; c\u1ee7a con ng\u01b0\u1eddi, gi\u00fap con ng\u01b0\u1eddi gi\u1ea3i ph\u00f3ng \u0111\u1ea7u \u00f3c, kh\u00f4ng c\u1ea7n ph\u1ea3i ng\u00e0y n\u00e0o c\u0169ng l\u00e0m \u0111i l\u00e0m l\u1ea1i nh\u1eefng c\u00f4ng vi\u1ec7c v\u00f4 tri nh\u01b0 nhau, hay c\u00f2n g\u1ecdi l\u00e0 \u201cL\u00e0m vi\u1ec7c nh\u01b0 c\u00e1i m\u00e1y&#8221;. \u0110\u1ed3ng th\u1eddi, do c\u00f4ng vi\u1ec7c trong th\u1eddi \u0111\u1ea1i [&hellip;]<\/p>\n","protected":false},"author":95,"featured_media":21273,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[100,94],"tags":[],"class_list":["post-21263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-project-manager","category-su-nghiep-it"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning l\u00e0 g\u00ec v\u00e0 Nh\u1eefng l\u01b0u \u00fd ph\u00e1t tri\u1ec3n Machine Learning<\/title>\n<meta name=\"description\" content=\"Machine Learning l\u00e0 g\u00ec? Th\u1ef1c tr\u1ea1ng c\u1ee7a Machine Learning \u1edf Vi\u1ec7t Nam l\u00e0 g\u00ec? T\u1ea5t c\u1ea3 nh\u1eefng c\u00e2u h\u1ecfi v\u1ec1 Machine Learning s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3i \u0111\u00e1p ngay!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning l\u00e0 g\u00ec v\u00e0 C\u00e1ch gi\u1ea3i th\u00edch \u0111\u00fang m\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t\" \/>\n<meta property=\"og:description\" content=\"Machine Learning l\u00e0 g\u00ec? \u0110\u00f3 l\u00e0 m\u1ed9t con \u0111\u01b0\u1eddng \u201cgi\u1ea3i ph\u00f3ng&quot; c\u1ee7a con ng\u01b0\u1eddi, gi\u00fap con ng\u01b0\u1eddi gi\u1ea3i ph\u00f3ng \u0111\u1ea7u \u00f3c, kh\u00f4ng c\u1ea7n ph\u1ea3i ng\u00e0y n\u00e0o c\u0169ng l\u00e0m \u0111i l\u00e0m l\u1ea1i\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/\" \/>\n<meta property=\"og:site_name\" content=\"ITviec Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ITviec\" \/>\n<meta property=\"article:published_time\" content=\"2021-05-28T10:29:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-09T04:27:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-thumbnail-1-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"337\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tuong Uyen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ITviec\" \/>\n<meta name=\"twitter:site\" content=\"@ITviec\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tuong Uyen\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"12 ph\u00fat\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Machine Learning l\u00e0 g\u00ec v\u00e0 Nh\u1eefng l\u01b0u \u00fd ph\u00e1t tri\u1ec3n Machine Learning","description":"Machine Learning l\u00e0 g\u00ec? Th\u1ef1c tr\u1ea1ng c\u1ee7a Machine Learning \u1edf Vi\u1ec7t Nam l\u00e0 g\u00ec? T\u1ea5t c\u1ea3 nh\u1eefng c\u00e2u h\u1ecfi v\u1ec1 Machine Learning s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3i \u0111\u00e1p ngay!","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:\/\/itviec.com\/blog\/machine-learning-la-gi\/","og_locale":"vi_VN","og_type":"article","og_title":"Machine Learning l\u00e0 g\u00ec v\u00e0 C\u00e1ch gi\u1ea3i th\u00edch \u0111\u00fang m\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t","og_description":"Machine Learning l\u00e0 g\u00ec? \u0110\u00f3 l\u00e0 m\u1ed9t con \u0111\u01b0\u1eddng \u201cgi\u1ea3i ph\u00f3ng\" c\u1ee7a con ng\u01b0\u1eddi, gi\u00fap con ng\u01b0\u1eddi gi\u1ea3i ph\u00f3ng \u0111\u1ea7u \u00f3c, kh\u00f4ng c\u1ea7n ph\u1ea3i ng\u00e0y n\u00e0o c\u0169ng l\u00e0m \u0111i l\u00e0m l\u1ea1i","og_url":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/","og_site_name":"ITviec Blog","article_publisher":"https:\/\/www.facebook.com\/ITviec","article_published_time":"2021-05-28T10:29:10+00:00","article_modified_time":"2023-05-09T04:27:10+00:00","og_image":[{"width":640,"height":337,"url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-thumbnail-1-1.jpg","type":"image\/jpeg"}],"author":"Tuong Uyen","twitter_card":"summary_large_image","twitter_creator":"@ITviec","twitter_site":"@ITviec","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"Tuong Uyen","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"12 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#article","isPartOf":{"@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/"},"author":{"name":"Tuong Uyen","@id":"https:\/\/itviec.com\/blog\/#\/schema\/person\/e97d0e359f8840eaea7dc3a96006a8d4"},"headline":"Machine Learning l\u00e0 g\u00ec v\u00e0 C\u00e1ch gi\u1ea3i th\u00edch \u0111\u00fang m\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t","datePublished":"2021-05-28T10:29:10+00:00","dateModified":"2023-05-09T04:27:10+00:00","mainEntityOfPage":{"@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/"},"wordCount":3595,"publisher":{"@id":"https:\/\/itviec.com\/blog\/#organization"},"image":{"@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#primaryimage"},"thumbnailUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-thumbnail-1-1.jpg","articleSection":["Project Manager","S\u1ef1 nghi\u1ec7p IT"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/","url":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/","name":"Machine Learning l\u00e0 g\u00ec v\u00e0 Nh\u1eefng l\u01b0u \u00fd ph\u00e1t tri\u1ec3n Machine Learning","isPartOf":{"@id":"https:\/\/itviec.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#primaryimage"},"image":{"@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#primaryimage"},"thumbnailUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-thumbnail-1-1.jpg","datePublished":"2021-05-28T10:29:10+00:00","dateModified":"2023-05-09T04:27:10+00:00","description":"Machine Learning l\u00e0 g\u00ec? Th\u1ef1c tr\u1ea1ng c\u1ee7a Machine Learning \u1edf Vi\u1ec7t Nam l\u00e0 g\u00ec? T\u1ea5t c\u1ea3 nh\u1eefng c\u00e2u h\u1ecfi v\u1ec1 Machine Learning s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3i \u0111\u00e1p ngay!","breadcrumb":{"@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/itviec.com\/blog\/machine-learning-la-gi\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#primaryimage","url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-thumbnail-1-1.jpg","contentUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-la-gi-thumbnail-1-1.jpg","width":640,"height":337},{"@type":"BreadcrumbList","@id":"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"S\u1ef1 nghi\u1ec7p IT","item":"https:\/\/itviec.com\/blog\/su-nghiep-it\/"},{"@type":"ListItem","position":2,"name":"Machine Learning l\u00e0 g\u00ec v\u00e0 C\u00e1ch gi\u1ea3i th\u00edch \u0111\u00fang m\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t"}]},{"@type":"WebSite","@id":"https:\/\/itviec.com\/blog\/#website","url":"https:\/\/itviec.com\/blog\/","name":"ITviec Blog","description":"IT Jobs &amp; People in Vietnam","publisher":{"@id":"https:\/\/itviec.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/itviec.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Organization","@id":"https:\/\/itviec.com\/blog\/#organization","name":"ITviec","url":"https:\/\/itviec.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/itviec.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2018\/12\/itviec-black-square-facebook.png","contentUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2018\/12\/itviec-black-square-facebook.png","width":1800,"height":1800,"caption":"ITviec"},"image":{"@id":"https:\/\/itviec.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ITviec","https:\/\/x.com\/ITviec","https:\/\/www.linkedin.com\/company\/itviec","https:\/\/www.youtube.com\/channel\/UCYthAQ3bcGr57M_ag5gHDvQ"]},{"@type":"Person","@id":"https:\/\/itviec.com\/blog\/#\/schema\/person\/e97d0e359f8840eaea7dc3a96006a8d4","name":"Tuong Uyen","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2022\/10\/tuong-uyen-profile-picture-100x100.jpg","url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2022\/10\/tuong-uyen-profile-picture-100x100.jpg","contentUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2022\/10\/tuong-uyen-profile-picture-100x100.jpg","caption":"Tuong Uyen"},"url":"https:\/\/itviec.com\/blog\/author\/tuong-uyen-pikachu\/"}]}},"_links":{"self":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/posts\/21263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/users\/95"}],"replies":[{"embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/comments?post=21263"}],"version-history":[{"count":0,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/posts\/21263\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/media\/21273"}],"wp:attachment":[{"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/media?parent=21263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/categories?post=21263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itviec.com\/blog\/wp-json\/wp\/v2\/tags?post=21263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}