{"id":19359,"date":"2020-06-24T16:55:31","date_gmt":"2020-06-24T09:55:31","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=19359"},"modified":"2024-10-10T10:55:29","modified_gmt":"2024-10-10T03:55:29","slug":"ai-la-gi","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/ai-la-gi\/","title":{"rendered":"Gi\u1ea3i m\u00e3 AI l\u00e0 g\u00ec v\u00e0 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn c\u1ee7a AI Engineer"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\/ai-la-gi\/#Tri_tue_nhan_tao_AI_la_gi\" >Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI 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\/ai-la-gi\/#Phan_loai_cac_loai_cong_nghe_AI\" >Ph\u00e2n lo\u1ea1i c\u00e1c lo\u1ea1i c\u00f4ng ngh\u1ec7 AI<\/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\/ai-la-gi\/#Trong_cuoc_song_cac_ung_dung_cua_AI_la_gi\" >Trong cu\u1ed9c s\u1ed1ng, c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI 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\/ai-la-gi\/#Diem_tot_va_chua_tot_cua_cong_nghe_AI_la_gi\" >\u0110i\u1ec3m t\u1ed1t v\u00e0 ch\u01b0a t\u1ed1t c\u1ee7a c\u00f4ng ngh\u1ec7 AI 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-5\" href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/#AI_khac_gi_voi_Machine_Learning_va_Deep_Learning\" >AI kh\u00e1c g\u00ec v\u1edbi Machine Learning v\u00e0 Deep Learning?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/#Tim_hieu_ve_nganh_AI_Engineer\" >T\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh AI Engineer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/#Nhu_cau_tuyen_dung_vi_tri_AI_Engineer\" >Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng v\u1ecb tr\u00ed AI Engineer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/#Nhung_tai_lieu_huu_ich_khi_tim_hieu_AI_la_gi\" >Nh\u1eefng t\u00e0i li\u1ec7u h\u1eefu \u00edch khi t\u00ecm hi\u1ec3u AI 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-9\" href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/#AI_Engineer_trong_nganh_IT_noi_gi\" >AI Engineer trong ng\u00e0nh IT n\u00f3i g\u00ec?<\/a><\/li><\/ul><\/nav><\/div>\n\r\n<p><em><strong>AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI (Artifical Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c, tr\u00e1i v\u1edbi tr\u00ed th\u00f4ng minh t\u1ef1 nhi\u00ean c\u1ee7a con ng\u01b0\u1eddi. Theo kh\u1ea3o s\u00e1t v\u1ec1 <a href=\"https:\/\/itviec.com\/blog\/bao-cao-luong-it\/\" target=\"_blank\" rel=\"noopener\">l\u01b0\u01a1ng ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin<\/a> n\u0103m 2023 &#8211; 2024 do ITviec ti\u1ebfn h\u00e0nh kh\u1ea3o s\u00e1t, m\u1ee9c l\u01b0\u01a1ng c\u1ee7a c\u00e1c chuy\u00ean gia AI tr\u00ean 5 n\u0103m kinh nghi\u1ec7m c\u00f3 th\u1ec3 l\u00ean \u0111\u1ebfn 75 tri\u1ec7u\/ th\u00e1ng.<br \/><\/strong><\/em><\/p>\r\n\r\n\r\n\r\n<p>\u0110\u1ec3 hi\u1ec3u h\u01a1n v\u1ec1 c\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec v\u00e0 v\u1ecb tr\u00ed AI Engineer &#8211; m\u1ed9t ng\u00e0nh ngh\u1ec1 IT \u0111ang \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u ng\u01b0\u1eddi theo \u0111u\u1ed5i, ITviec \u0111\u00e3 c\u00f3 m\u1ed9t bu\u1ed5i trao \u0111\u1ed5i v\u1edbi <strong>Nguy\u1ec5n Ng\u1ecdc C\u1ea9n<\/strong> \u2013 <strong>AI Engineer t\u1ea1i <a href=\"https:\/\/itviec.com\/companies\/viettel-group?utm_medium=anchor_text_high&amp;utm_source=blog&amp;utm_campaign=viettel_group&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">T\u1ed5ng c\u00f4ng ty C\u00f4ng nghi\u1ec7p C\u00f4ng ngh\u1ec7 cao Viettel<\/a><\/strong>. Nh\u1eefng chia s\u1ebb trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y t\u1eeb g\u00f3c nh\u00ecn c\u1ee7a m\u1ed9t AI Engineer \u201cch\u00ednh hi\u1ec7u\u201d s\u1ebd gi\u00fap gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc cho nh\u1eefng b\u1ea1n \u0111ang c\u00f3 \u00fd \u0111\u1ecbnh ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p theo h\u01b0\u1edbng AI Engineer.<\/p>\r\n\r\n\r\n\r\n<p><!--more--><\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-ai-la-gi-ma-ai-cung-ham-m\u1ed9-d\u1ebfn-th\u1ebf\"><span class=\"ez-toc-section\" id=\"Tri_tue_nhan_tao_AI_la_gi\"><\/span><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-23223 size-full\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-1.jpeg\" alt=\"AI l\u00e0 g\u00ec\" width=\"1740\" height=\"914\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-1.jpeg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-1-300x158.jpeg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-1-200x105.jpeg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-1-100x53.jpeg 100w\" sizes=\"auto, (max-width: 1740px) 100vw, 1740px\" \/><\/p>\r\n\r\n\r\n\r\n<p>Trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 4.0, \u0111i \u0111\u00e2u ng\u01b0\u1eddi ta c\u0169ng nh\u1eafc \u0111\u1ebfn AI v\u00e0 th\u1eadm ch\u00ed m\u1ecdi ng\u01b0\u1eddi c\u00f2n xem AI nh\u01b0 m\u1ed9t \u201ct\u01b0\u1ee3ng \u0111\u00e0i\u201d trong c\u00f4ng ngh\u1ec7 m\u00e1y t\u00ednh h\u01a1n ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng \u0111\u01a1n thu\u1ea7n.<\/p>\r\n\r\n\r\n\r\n<p>V\u1eady th\u00ec c\u00f4ng ngh\u00ea AI l\u00e0 g\u00ec? AI (Artifical Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c, tr\u00e1i v\u1edbi tr\u00ed th\u00f4ng minh t\u1ef1 nhi\u00ean c\u1ee7a con ng\u01b0\u1eddi. Trong l\u0129nh v\u1ef1c h\u1ecdc m\u00e1y, AI c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01a1n gi\u1ea3n l\u00e0 c\u00e1c m\u00f4 h\u00ecnh, thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c c\u00e1c k\u0129 s\u01b0 AI (AI Engineer) ph\u00e1t tri\u1ec3n.<\/p>\r\n\r\n\r\n\r\n<p>AI l\u00e0 m\u1ed9t ng\u00e0nh khoa h\u1ecdc \u0111\u01b0\u1ee3c sinh ra v\u1edbi m\u1ee5c \u0111\u00edch l\u00e0m cho m\u00e1y t\u00ednh c\u00f3 \u0111\u01b0\u1ee3c tr\u00ed th\u00f4ng minh. AI l\u00e0 m\u1ee5c ti\u00eau c\u1ee7a con ng\u01b0\u1eddi v\u00e0 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c b\u1eb1ng nhi\u1ec1u c\u00e1ch, m\u00e0 trong \u0111\u00f3 h\u1ecdc m\u00e1y (<strong><a href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning<\/a><\/strong>) l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ti\u1ec7n \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau \u0111\u00f3. B\u1ea3n ch\u1ea5t c\u1ee7a h\u1ecdc m\u00e1y l\u00e0 c\u00e1c m\u00f4 h\u00ecnh, thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 t\u1ef1 h\u1ecdc h\u1ecfi tr\u00ean d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o nh\u1eb1m gi\u1ea3i quy\u1ebft m\u1ed9t b\u00e0i to\u00e1n c\u1ee5 th\u1ec3. Nh\u1edd c\u00f3 h\u1ecdc m\u00e1y m\u00e0 ch\u00fang ta \u0111\u00e3 c\u00f3 th\u1ec3 ti\u1ebfn g\u1ea7n h\u01a1n t\u1edbi AI.<\/p>\r\n\r\n\r\n\r\n<p>Hi\u1ec7n nay h\u1ecdc m\u00e1y\/AI \u0111ang t\u1eadp trung v\u00e0o c\u00e1c m\u1ee5c ti\u00eau nh\u01b0 gi\u00fap m\u00e1y t\u00ednh c\u00f3 kh\u1ea3 n\u0103ng nghe, nh\u00ecn, \u0111\u1ecdc, hi\u1ec3u t\u1eeb c\u00e1c d\u1eef li\u1ec7u \u00e2m thanh, h\u00ecnh \u1ea3nh, v\u0103n b\u1ea3n; ho\u1eb7c c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 m\u00e0 con ng\u01b0\u1eddi ph\u1ea3i gi\u1ea3i quy\u1ebft h\u1eb1ng ng\u00e0y.<\/p>\r\n\r\n\r\n\r\n<p>M\u1ed9t s\u1ed1 h\u01b0\u1edbng ch\u00ednh c\u1ee7a AI\/h\u1ecdc m\u00e1y hi\u1ec7n nay \u0111ang ph\u1ed5 bi\u1ebfn nh\u01b0:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>X\u1eed l\u00fd h\u00ecnh \u1ea3nh (Computer Vision)<\/li>\r\n<li>X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (Natural Language Processing)<\/li>\r\n<li>X\u1eed l\u00fd t\u00edn hi\u1ec7u \u00e2m thanh (Audio Signal Processing)<\/li>\r\n<li>X\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Phan_loai_cac_loai_cong_nghe_AI\"><\/span><strong>Ph\u00e2n lo\u1ea1i c\u00e1c lo\u1ea1i c\u00f4ng ngh\u1ec7 AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<p>D\u1ef1a tr\u00ean kh\u1ea3 n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng m\u00e0 ng\u01b0\u1eddi ta chia AI th\u00e0nh 3 lo\u1ea1i:<\/p>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td>\r\n<p><b>Ph\u00e2n lo\u1ea1i AI<\/b><\/p>\r\n<\/td>\r\n<td>\r\n<p><b>\u00dd ngh\u0129a<\/b><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>\r\n<p><b>Narrow AI (Weak AI)<\/b><\/p>\r\n<\/td>\r\n<td>\r\n<p><span style=\"font-weight: 400;\">Th\u01b0\u1eddng ch\u1ec9 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c m\u1ed9t t\u00e1c v\u1ee5 nh\u1ecf v\u00e0 kh\u00f4ng l\u00e0m g\u00ec kh\u00e1c qu\u00e1 kh\u1ea3 n\u0103ng. C\u00e1c \u1ee9ng d\u1ee5ng c\u00f3 Narrow AI \u0111ang tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, hi\u1ec7n di\u1ec7n h\u1eb1ng ng\u00e0y nh\u01b0 tr\u1ee3 l\u00fd \u1ea3o Siri, Google translate, h\u1ec7 th\u1ed1ng m\u1edf kho\u00e1 b\u1eb1ng khu\u00f4n m\u1eb7t.<\/span><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>\r\n<p><b>General AI (Strong AI)<\/b><\/p>\r\n<\/td>\r\n<td>\r\n<p><span style=\"font-weight: 400;\">C\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 h\u1ecdc h\u1ecfi b\u1ea5t c\u1ee9 t\u00e1c v\u1ee5 n\u00e0o m\u00e0 con ng\u01b0\u1eddi c\u00f3 th\u1ec3 l\u00e0m. Ch\u00fang ta ch\u01b0a \u0111\u1ea1t t\u1edbi \u0111\u01b0\u1ee3c tr\u00ecnh \u0111\u1ed9 AI n\u00e0y v\u00e0 v\u1eabn c\u1ea7n nghi\u00ean c\u1ee9u th\u00eam, \u0111\u1eb7c bi\u1ec7t Microsoft \u0111\u00e3 \u0111\u1ea7u t\u01b0 1 t\u1ef7 USD v\u00e0o OpenAI \u0111\u1ec3 ph\u00e1t tri\u1ec3n Strong AI.<\/span><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>\r\n<p><b>Super AI<\/b><\/p>\r\n<\/td>\r\n<td>\r\n<p><span style=\"font-weight: 400;\">C\u00f3 th\u1ec3 v\u01b0\u1ee3t qua kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi, th\u1eadm ch\u00ed l\u00e0m t\u1ed1t h\u01a1n con ng\u01b0\u1eddi \u1edf nhi\u1ec1u b\u00e0i to\u00e1n. Ngo\u00e0i ra AI n\u00e0y c\u00f2n c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c c\u1ea3m x\u00fac c\u1ee7a con ng\u01b0\u1eddi v\u00e0 bi\u1ec3u \u0111\u1ea1t c\u1ea3m x\u00fac c\u1ee7a ri\u00eang m\u00ecnh.<\/span><\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<p>X\u00e9t v\u1ec1 xu h\u01b0\u1edbng c\u1ee7a AI trong t\u01b0\u01a1ng lai g\u1ea7n, C\u1ea9n chia s\u1ebb:<\/p>\r\n<blockquote>\r\n<p>&#8220;<em>Hi\u1ec7n t\u1ea1i ch\u00fang ta v\u1eabn \u0111ang t\u00ecm c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ec3 c\u00f3 th\u1ec3 l\u00e0m t\u1ed1t c\u00e1c b\u00e0i to\u00e1n nh\u1ecf (nghe, nh\u00ecn, \u0111\u1ecdc, hi\u1ec3u) trong h\u1ec7 th\u1ed1ng Weak AI, n\u00ean trong t\u01b0\u01a1ng lai g\u1ea7n m\u00ecnh ngh\u0129 ch\u00fang ta v\u1eabn ti\u1ebfp t\u1ee5c v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c b\u00e0i to\u00e1n n\u00e0y. Nh\u01b0ng trong 20 n\u0103m t\u1edbi, c\u00f3 th\u1ec3 Strong AI c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n v\u00e0 \u0111\u1ed3ng h\u00e0nh c\u00f9ng lo\u00e0i ng\u01b0\u1eddi, ai m\u00e0 bi\u1ebft \u0111\u01b0\u1ee3c (c\u01b0\u1eddi).<\/em>&#8220;<\/p>\r\n<\/blockquote>\r\n<h2 id=\"h-trong-cu\u1ed9c-s\u1ed1ng-cac-\u1ee9ng-d\u1ee5ng-c\u1ee7a-ai-la-gi\"><span class=\"ez-toc-section\" id=\"Trong_cuoc_song_cac_ung_dung_cua_AI_la_gi\"><\/span><strong>Trong cu\u1ed9c s\u1ed1ng, c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>C\u1ea9n chia s\u1ebb, AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nhi\u1ec1u trong nh\u1eefng c\u00f4ng ngh\u1ec7 thu\u1ed9c cu\u1ed9c s\u1ed1ng h\u1eb1ng ng\u00e0y c\u0169ng nh\u01b0 nhi\u1ec1u ng\u00e0nh ngh\u1ec1, ch\u1eb3ng h\u1ea1n:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>H\u1ec7 th\u1ed1ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t th\u00f4ng qua c\u00e1c camera \u0111\u01b0\u1ee3c g\u1eafn t\u1ea1i s\u00e2n bay v\u00e0 c\u00e1c t\u00f2a nh\u00e0<\/li>\r\n<li>Xe t\u1ef1 h\u00e0nh c\u1ee7a Tesla<\/li>\r\n<li>C\u00e1c tr\u1ee3 l\u00fd \u1ea3o (nh\u01b0 Siri, Google Assistant, Alexa) c\u00f3 kh\u1ea3 n\u0103ng nghe, hi\u1ec3u, tr\u1ea3 l\u1eddi v\u00e0 l\u00e0m vi\u1ec7c cho m\u00ecnh<\/li>\r\n<li>Nh\u1eefng \u1ee9ng d\u1ee5ng trong y sinh, d\u00f9ng AI \u0111\u1ec3 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh d\u1ef1a tr\u00ean phim ch\u1ee5p X-quang, X-ray v\u00e0 MRI<\/li>\r\n<li>Quen thu\u1ed9c h\u01a1n th\u00ec c\u00f3 nh\u1eefng d\u00f2ng smart TV, \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 AI \u0111\u1ec3 c\u1ea3i ti\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh ho\u1eb7c nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i\u2026<\/li>\r\n<\/ul>\r\n<blockquote>\r\n<p><em>Xem th\u00eam vi\u1ec7c l\u00e0m<\/em><strong> <a href=\"https:\/\/itviec.com\/it-jobs\/ai-engineer?utm_medium=anchor_text_mid&amp;utm_source=blog&amp;utm_campaign=ai_engineer&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">AI Engineer<\/a> <\/strong><em>tr\u00ean ITviec<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Diem_tot_va_chua_tot_cua_cong_nghe_AI_la_gi\"><\/span><strong>\u0110i\u1ec3m t\u1ed1t v\u00e0 ch\u01b0a t\u1ed1t c\u1ee7a c\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>V\u1ec1 \u0111i\u1ec3m t\u1ed1t, C\u1ea9n chia s\u1ebb r\u1eb1ng AI gi\u00fap cu\u1ed9c s\u1ed1ng c\u1ee7a con ng\u01b0\u1eddi tr\u1edf n\u00ean an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. Nh\u01b0 xe t\u1ef1 l\u00e1i c\u1ee7a Tesla ho\u1eb7c c\u00e1c tr\u1ee3 l\u00fd \u1ea3o.<\/p>\r\n\r\n\r\n\r\n<p>V\u1ec1 \u0111i\u1ec3m ch\u01b0a t\u1ed1t, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a thu\u1eadt to\u00e1n v\u1eabn ch\u01b0a \u0111\u1ee7 t\u1ed1t n\u00ean \u0111\u00f4i khi g\u00e2y phi\u1ec1n to\u00e1i cho con ng\u01b0\u1eddi. B\u00ean c\u1ea1nh \u0111\u00f3, v\u1eabn c\u00f3 m\u1ed9t s\u1ed1 ng\u01b0\u1eddi \u0111\u00e3 hu\u1ea5n luy\u1ec7n h\u1ecdc m\u00e1y\/AI cho c\u00e1c m\u1ee5c \u0111\u00edch kh\u00f4ng t\u1ed1t.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-ai-khac-gi-v\u1edbi-machine-learning-va-deep-learning\"><span class=\"ez-toc-section\" id=\"AI_khac_gi_voi_Machine_Learning_va_Deep_Learning\"><\/span><strong>AI kh\u00e1c g\u00ec v\u1edbi Machine Learning v\u00e0 Deep Learning?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<figure id=\"attachment_23074\" aria-describedby=\"caption-attachment-23074\" style=\"width: 1000px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-23074 size-full\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-machine-learning-deep-learning-itviec.png\" alt=\"AI l\u00e0 g\u00ec - Machine Learning - Deep Learning\" width=\"1000\" height=\"687\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-machine-learning-deep-learning-itviec.png 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-machine-learning-deep-learning-itviec-300x206.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-machine-learning-deep-learning-itviec-200x137.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-machine-learning-deep-learning-itviec-100x69.png 100w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-23074\" class=\"wp-caption-text\">M\u1ed1i quan h\u1ec7 gi\u1eefa Machine Learning &#8211; Deep Learning &#8211; AI l\u00e0 g\u00ec?<\/figcaption><\/figure>\r\n\r\n\r\n\r\n<p>C\u00f3 th\u1ec3 hi\u1ec3u AI l\u00e0 m\u1ee5c ti\u00eau c\u1ee7a con ng\u01b0\u1eddi, mong mu\u1ed1n m\u00e1y t\u00ednh c\u00f3 th\u1ec3 c\u00f3 tr\u00ed tu\u1ec7 nh\u01b0 lo\u00e0i ng\u01b0\u1eddi. \u0110\u1ec3 l\u00e0m n\u00ean tr\u00ed tu\u1ec7 \u0111\u1ea5y, m\u00e1y h\u1ecdc <strong><a href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning<\/a><\/strong> l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ti\u1ec7n \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c.<\/p>\r\n<p>B\u00ean trong Machine Learning c\u00f3 nhi\u1ec1u c\u00e1ch th\u1ee9c, thu\u1eadt to\u00e1n \u0111\u1ec3 h\u1ecdc th\u00ec Deep Learning l\u00e0 n\u1ed5i b\u1eadt nh\u1ea5t. Nh\u1edd c\u00f3 Deep Learning m\u00e0 m\u00e1y t\u00ednh \u0111\u00e3 c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n kh\u00f4ng t\u01b0\u1edfng \u0111\u1ed1i v\u1edbi m\u00e1y t\u00ednh nhi\u1ec1u n\u0103m tr\u01b0\u1edbc nh\u01b0 l\u1eafng nghe ch\u00ednh x\u00e1c gi\u1ecdng n\u00f3i c\u1ee7a con ng\u01b0\u1eddi, nh\u1eadn di\u1ec7n ch\u00ednh x\u00e1c khu\u00f4n m\u1eb7t trong h\u00e0ng tri\u1ec7u khu\u00f4n m\u1eb7t kh\u00e1c nhau\u2026<\/p>\r\n\r\n\r\n\r\n<p>Nh\u1eafc \u0111\u1ebfn Deep Learning, C\u1ea9n c\u0169ng \u201cth\u1ed5 l\u1ed9\u201d r\u1eb1ng b\u1ea1n \u01b0\u1edbc \u0111\u00e3 h\u1ecdc Deep Learning s\u1edbm h\u01a1n v\u00ec m\u00e3i \u0111\u1ebfn khi \u0111i l\u00e0m th\u00ec m\u00ecnh m\u1edbi bi\u1ebft Deep Learning c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u thu\u1eadt to\u00e1n, l\u00e0 m\u1ed9t v\u0169 kh\u00ed c\u1ef1c k\u1ef3 l\u1ee3i h\u1ea1i.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-tim-hi\u1ec3u-v\u1ec1-nganh-ai-engineer\"><span class=\"ez-toc-section\" id=\"Tim_hieu_ve_nganh_AI_Engineer\"><\/span><strong>T\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh AI Engineer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Sau khi \u0111\u00e3 hi\u1ec3u \u0111\u01b0\u1ee3c AI l\u00e0 g\u00ec, C\u1ea9n chia s\u1ebb th\u00eam v\u1ec1 ng\u00e0nh AI Engineer n\u00f3i ri\u00eang v\u00e0 nh\u1eefng ng\u00e0nh ngh\u1ec1 c\u00f3 li\u00ean quan \u0111\u1ebfn c\u00f4ng ngh\u1ec7 AI n\u00f3i chung.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"h-nh\u1eefng-k\u1ef9-nang-va-t\u1ed1-ch\u1ea5t-c\u1ea7n-thi\u1ebft-d\u1ec3-tr\u1edf-thanh-ai-engineer\"><strong>Nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 t\u1ed1 ch\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 tr\u1edf th\u00e0nh AI Engineer<\/strong><\/h3>\r\n\r\n\r\n\r\n<p><strong><em>Th\u1ee9 nh\u1ea5t<\/em><\/strong>, k\u1ef9 n\u0103ng quan tr\u1ecdng nh\u1ea5t ph\u1ea3i k\u1ec3 \u0111\u1ebfn ch\u00ednh l\u00e0 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp v\u00e0 ch\u1ee7 \u0111\u1ed9ng trong h\u1ecdc t\u1eadp v\u00ec l\u0129nh v\u1ef1c AI c\u00f2n kh\u00e1 m\u1edbi v\u00e0 c\u00f4ng ngh\u1ec7 AI lu\u00f4n thay \u0111\u1ed5i h\u00e0ng ng\u00e0y.<\/p>\r\n\r\n\r\n\r\n<p><strong><em>Th\u1ee9 hai<\/em><\/strong>, b\u1ea1n ph\u1ea3i bi\u1ebft l\u1eadp tr\u00ecnh hay n\u00f3i \u0111\u00fang h\u01a1n l\u00e0 c\u00f3 n\u1ec1n t\u1ea3ng v\u1ec1 IT. Nh\u1eefng th\u1ee9 nh\u01b0 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 gi\u1ea3i thu\u1eadt, l\u1eadp tr\u00ecnh h\u01b0\u1edbng \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u1ec1u quan tr\u1ecdng.<\/p>\r\n\r\n\r\n\r\n<p><strong><em>Th\u1ee9 ba<\/em><\/strong>, c\u0169ng kh\u00f4ng k\u00e9m ph\u1ea7n quan tr\u1ecdng ch\u00ednh l\u00e0 kh\u1ea3 n\u0103ng ngo\u1ea1i ng\u1eef (nh\u1ea5t l\u00e0 k\u1ef9 n\u0103ng \u0111\u1ecdc, hi\u1ec3u) v\u00ec t\u00e0i li\u1ec7u v\u1ec1 AI h\u1ea7u nh\u01b0 l\u00e0 ti\u1ebfng Anh. C\u00f3 m\u1ed9t s\u1ed1 ng\u01b0\u1eddi d\u1ecbch sang ti\u1ebfng Vi\u1ec7t nh\u01b0ng s\u1ed1 l\u01b0\u1ee3ng r\u1ea5t \u00edt, kh\u00f4ng \u0111\u00e1ng k\u1ec3.<\/p>\r\n\r\n\r\n\r\n<p>C\u00f2n v\u1ec1 x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea hay \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh th\u00ec theo Ng\u1ecdc C\u1ea9n chia s\u1ebb, ch\u1ec9 c\u1ea7n c\u00e1c b\u1ea1n duy tr\u00ec \u0111\u01b0\u1ee3c n\u1ec1n t\u1ea3ng l\u00fac c\u00f2n h\u1ecdc \u1edf tr\u01b0\u1eddng v\u00e0 ch\u1ee7 \u0111\u1ed9ng h\u1ecdc h\u1ecfi th\u00eam l\u00e0 \u0111\u01b0\u1ee3c. V\u00ec c\u00f3 nhi\u1ec1u b\u1ea1n AI Engineer m\u00e0 C\u1ea9n bi\u1ebft c\u0169ng kh\u00f4ng th\u1ef1c s\u1ef1 gi\u1ecfi to\u00e1n nh\u01b0ng v\u1eabn l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c v\u00ec c\u00e1c b\u1ea1n bi\u1ebft l\u1eadp tr\u00ecnh.<\/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 vi\u1ec7c l\u00e0m<\/em><strong> <a href=\"https:\/\/itviec.com\/it-jobs\/ai-engineer\/ho-chi-minh-hcm?utm_medium=anchor_text_mid&amp;utm_source=blog&amp;utm_campaign=ai_engineer_tai_tphcm&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\"><em>AI Engineer t\u1ea1i TP HCM<\/em><\/a><\/strong><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"h-cong-vi\u1ec7c-c\u1ee7a-m\u1ed9t-ai-engineer\"><strong>C\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed9t AI Engineer<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>T\u1ea1i Viettel R&amp;D, v\u1edbi vai tr\u00f2 l\u00e0 m\u1ed9t AI Engineer, C\u1ea9n ph\u1ee5 tr\u00e1ch nh\u1eefng c\u00f4ng vi\u1ec7c bao g\u1ed3m:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh<\/li>\r\n<li>Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh tr\u00ean d\u1eef li\u1ec7u \u0111ang c\u00f3<\/li>\r\n<li>Th\u1ea3o lu\u1eadn v\u1edbi nh\u00f3m \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 trong khi hu\u1ea5n luy\u1ec7n<\/li>\r\n<li>Th\u1ea3o lu\u1eadn v\u1edbi <a href=\"https:\/\/itviec.com\/blog\/business-analyst\/\" target=\"_blank\" rel=\"noreferrer noopener\">Business Analyst<\/a> v\u00e0 <a href=\"https:\/\/itviec.com\/blog\/project-manager-gioi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Project Manager<\/a> \u0111\u1ec3 \u0111\u1ecbnh ngh\u0129a h\u01b0\u1edbng \u0111i \u0111\u00fang \u0111\u1eafn cho m\u00f4 h\u00ecnh<\/li>\r\n<li>\u0110\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh<\/li>\r\n<li>Tri\u1ec3n khai tr\u00ean s\u1ea3n ph\u1ea9m c\u1ee7a c\u00f4ng ty<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"525\" class=\"wp-image-19367\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-02-640x525.jpg\" alt=\"Ai l\u00e0 g\u00ec - Nguy\u1ec5n Ng\u1ecdc C\u1ea9n - AI Engineer\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-02.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-02-300x246.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-02-768x630.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-02-200x164.jpg 200w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/>\r\n<figcaption>Nguy\u1ec5n Ng\u1ecdc C\u1ea9n c\u00f9ng team.<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>N\u1ebfu sau khi tri\u1ec3n khai m\u00e0 s\u1ea3n ph\u1ea9m g\u1eb7p v\u1ea5n \u0111\u1ec1 ho\u1eb7c ho\u1ea1t \u0111\u1ed9ng kh\u00f4ng t\u1ed1t th\u00ec m\u00ecnh ph\u1ea3i ki\u1ec3m nghi\u1ec7m l\u1ea1i m\u00f4 h\u00ecnh, c\u00f3 th\u1ec3 th\u00eam ho\u1eb7c thay \u0111\u1ed5i d\u1eef li\u1ec7u. L\u00fac n\u00e0y, v\u00f2ng tr\u00f2n c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c l\u1eb7p l\u1ea1i nh\u01b0 m\u00ecnh \u0111\u00e3 n\u00f3i \u1edf tr\u00ean, ngh\u0129a l\u00e0 ph\u1ea3i thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh\u2026<\/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 qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng ngh\u1ec7 AI, C\u1ea9n \u0111\u00e3 c\u00f3 nh\u1eefng b\u1ea5t ng\u1edd v\u00e0 k\u1ef7 ni\u1ec7m vui. C\u00f3 khi m\u00f4 h\u00ecnh su\u1ed1t 3 th\u00e1ng tr\u1eddi kh\u00f4ng th\u1ec3 hu\u1ea5n luy\u1ec7n \u0111\u01b0\u1ee3c, b\u1ed7ng d\u01b0ng m\u1ed9t ng\u00e0y ch\u1ec9 c\u1ea7n thay \u0111\u1ed5i m\u1ed9t tham s\u1ed1, c\u00e1ch th\u1ee9c r\u1ea5t nh\u1ecf th\u00ec t\u1ef1 nhi\u00ean m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng v\u00e0 ch\u1ea1y t\u1ed1t.<\/em><\/p>\r\n<p><em>Ngo\u00e0i ra, l\u00e0m vi\u1ec7c v\u1edbi c\u00f4ng ngh\u1ec7 AI kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng su\u00f4n s\u1ebb, c\u00f3 nh\u1eefng l\u00fac C\u1ea9n \u0111\u00e3 d\u00f9ng r\u1ea5t nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 t\u00ecm hi\u1ec3u thu\u1eadt to\u00e1n v\u00e0 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh, deadline th\u00ec \u0111\u1ebfn ch\u00e2n nh\u01b0ng m\u00f4 h\u00ecnh v\u1eabn kh\u00f4ng th\u1ec3 ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c, ki\u1ec3u nh\u01b0 nh\u00ecn m\u00e8o ra ch\u00f3 \u1ea5y. (c\u01b0\u1eddi)<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><strong>C\u01a1 h\u1ed9i v\u00e0 Th\u00e1ch th\u1ee9c trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh thu\u1eadt to\u00e1<\/strong>n<\/h3>\r\n\r\n\r\n\r\n<p>Theo C\u1ea9n chia s\u1ebb, AI Engineer x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c thu\u1eadt to\u00e1n t\u1ed1t th\u00ec s\u1ebd c\u00f3 c\u01a1 h\u1ed9i tri\u1ec3n khai thu\u1eadt to\u00e1n c\u1ee7a m\u00ecnh ra th\u1ef1c t\u1ebf. Khi \u0111\u00f3 thu\u1eadt to\u00e1n \u0111\u00f3 c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh t\u00ednh n\u0103ng l\u00f5i c\u1ee7a c\u1ea3 d\u1ef1 \u00e1n, gi\u00fap t\u0103ng c\u01a1 h\u1ed9i th\u0103ng ti\u1ebfn trong c\u00f4ng ty.<\/p>\r\n\r\n\r\n\r\n<p>Th\u00e1ch th\u1ee9c th\u00ec ch\u1eafc ch\u1eafn l\u00e0 c\u00f3 nhi\u1ec1u, v\u00ec \u0111\u1ec3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c thu\u1eadt to\u00e1n c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nhu c\u1ea7u c\u1ee7a c\u00f4ng ty. M\u1ed9t AI Engineer ph\u1ea3i li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi v\u00e0 nghi\u00ean c\u1ee9u \u0111\u1ec3 c\u1ea3i thi\u1ec7n m\u00f4 h\u00ecnh thu\u1eadt to\u00e1n c\u1ee7a m\u00ecnh, \u0111\u00f3 l\u00e0 c\u00f4ng vi\u1ec7c \u0111\u00f2i h\u1ecfi nhi\u1ec1u ch\u1ea5t x\u00e1m v\u00e0 ki\u00ean tr\u00ec.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"h-s\u1ef1-khac-nhau-gi\u1eefa-ai-engineer-va-ai-researcher\"><strong>S\u1ef1 kh\u00e1c nhau gi\u1eefa AI Engineer v\u00e0 AI Researcher<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>Ng\u1ecdc C\u1ea9n nh\u1eadn th\u1ea5y r\u1eb1ng nhi\u1ec1u c\u00f4ng ty th\u01b0\u1eddng kh\u00f4ng ph\u00e2n bi\u1ec7t r\u00f5 2 v\u1ecb tr\u00ed n\u00e0y v\u00e0 c\u00f3 s\u1ef1 \u0111\u00e1nh \u0111\u1ed3ng gi\u1eefa 2 v\u1ecb tr\u00ed nh\u01b0ng th\u1eadt ra \u0111\u00e2y l\u00e0 2 v\u1ecb tr\u00ed c\u00f3 nh\u1eefng s\u1ef1 kh\u00e1c nhau nh\u1ea5t \u0111\u1ecbnh. Theo quan \u0111i\u1ec3m c\u00e1 nh\u00e2n c\u1ee7a C\u1ea9n:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>AI Researcher l\u00e0 ng\u01b0\u1eddi nghi\u00ean c\u1ee9u. C\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd l\u00e0 nghi\u00ean c\u1ee9u \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c gi\u1edbi h\u1ea1n c\u1ee7a h\u1ecdc m\u00e1y. B\u1eb1ng vi\u1ec7c \u0111\u1ecdc c\u00e1c c\u00f4ng b\u1ed1 khoa h\u1ecdc, h\u1ecd c\u00f3 th\u1ec3 t\u00ecm \u0111\u01b0\u1ee3c c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n c\u1ee7a d\u1ef1 \u00e1n.<\/li>\r\n<li>AI Engineer l\u00e0 k\u0129 s\u01b0 n\u00ean th\u01b0\u1eddng s\u1ebd gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn k\u0129 thu\u1eadt nhi\u1ec1u h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 l\u1ecdc d\u1eef li\u1ec7u, g\u00e1n nh\u00e3n, hu\u1ea5n luy\u1ec7n v\u00e0 tri\u1ec3n kh\u1ea3i m\u00f4 h\u00ecnh thu\u1eadt to\u00e1n. V\u1ecb tr\u00ed n\u00e0y c\u0169ng y\u00eau c\u1ea7u nhi\u1ec1u k\u0129 n\u0103ng v\u1ec1 l\u1eadp tr\u00ecnh h\u01a1n.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>B\u1ea1n c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01a1n gi\u1ea3n: AI Researcher l\u00e0 ng\u01b0\u1eddi nghi\u00ean c\u1ee9u v\u00e0 t\u00ecm gi\u1ea3i ph\u00e1p cho b\u00e0i to\u00e1n c\u1ee7a doanh nghi\u1ec7p. C\u00f2n AI Engineer l\u00e0 ng\u01b0\u1eddi s\u1ebd ph\u1ea3i l\u1eadp tr\u00ecnh, l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, t\u00ecm ki\u1ebfm c\u00f4ng c\u1ee5 v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u1ec3 cho ra m\u00f4 h\u00ecnh t\u1ed1i \u01b0u nh\u1ea5t.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-nhu-c\u1ea7u-tuy\u1ec3n-d\u1ee5ng-v\u1ecb-tri-ai-engineer\"><span class=\"ez-toc-section\" id=\"Nhu_cau_tuyen_dung_vi_tri_AI_Engineer\"><\/span><strong>Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng v\u1ecb tr\u00ed AI Engineer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Theo C\u1ea9n chia s\u1ebb, AI l\u00e0 ng\u00e0nh r\u1ea5t hot, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng kh\u00f4ng bao gi\u1edd d\u1eebng l\u1ea1i c\u1ea3. N\u1ebfu theo \u0111u\u1ed5i AI th\u00ec r\u1ea5t d\u1ec5 ki\u1ebfm vi\u1ec7c. Thu th\u1eadp c\u1ee7a nh\u1eefng ng\u01b0\u1eddi l\u00e0m AI c\u00f3 kinh nghi\u1ec7m c\u0169ng r\u1ea5t cao.<\/p>\r\n\r\n\r\n\r\n<p>Nh\u00e0 tuy\u1ec3n d\u1ee5ng c\u0169ng hi\u1ec3u kh\u00f3 kh\u0103n khi t\u00ecm ng\u01b0\u1eddi n\u00ean r\u1ea5t s\u1eb5n s\u00e0ng tuy\u1ec3n nh\u1eefng ng\u01b0\u1eddi \u00edt kinh nghi\u1ec7m nh\u01b0ng c\u00f3 n\u0103ng l\u1ef1c h\u1ecdc t\u1eadp gi\u1ecfi. C\u00f3 r\u1ea5t nhi\u1ec1u b\u1ea1n t\u1eeb c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc h\u00e0ng \u0111\u1ea7u \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n v\u1edbi m\u1ee9c l\u01b0\u01a1ng r\u1ea5t cao. Theo kh\u1ea3o s\u00e1t v\u1ec1 <a href=\"https:\/\/itviec.com\/blog\/bao-cao-luong-it\/\" target=\"_blank\" rel=\"noopener\">l\u01b0\u01a1ng ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin<\/a> n\u0103m 2023 &#8211; 2024 do ITviec ti\u1ebfn h\u00e0nh kh\u1ea3o s\u00e1t, m\u1ee9c l\u01b0\u01a1ng c\u1ee7a c\u00e1c chuy\u00ean gia AI nh\u01b0 sau:<\/p>\r\n<ul>\r\n<li>T\u1eeb 1 \u0111\u1ebfn d\u01b0\u1edbi 3 n\u0103m kinh nghi\u1ec7m: <strong>14 tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<li>T\u1eeb 3 \u0111\u1ebfn d\u01b0\u1edbi 5 n\u0103m kinh nghi\u1ec7m: <strong>28\u00a0tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<li>T\u1eeb 5 \u0111\u1ebfn d\u01b0\u1edbi 8 n\u0103m kinh nghi\u1ec7m: <strong>75\u00a0tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<blockquote>\r\n<p><em>Tham kh\u1ea3o \u0111\u1ea7y \u0111\u1ee7 c\u00e1c <a href=\"https:\/\/itviec.com\/blog\/luong-nganh-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noopener\">m\u1ee9c l\u01b0\u01a1ng ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> theo v\u1ecb tr\u00ed.. n\u0103m 2023 &#8211; 2024 ngay!<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n\r\n\r\n<p>Tuy nhi\u00ean, C\u1ea9n c\u0169ng cho r\u1eb1ng, khi so s\u00e1nh v\u1edbi n\u0103m 2017, nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng cho v\u1ecb tr\u00ed AI Engineer c\u00f3 gi\u1ea3m \u0111i \u0111\u00f4i ch\u00fat v\u00ec c\u00f3 r\u1ea5t nhi\u1ec1u c\u00f4ng ty l\u00e0m v\u1ec1 AI nh\u01b0ng \u0111\u00e3 \u201cch\u1ebft y\u1ec3u\u201d v\u00e0 c\u00e1c doanh nghi\u1ec7p c\u0169ng r\u00fat ra b\u00e0i h\u1ecdc cho ri\u00eang m\u00ecnh. Hi\u1ec7n nay, v\u1ecb tr\u00ed n\u00e0y v\u1eabn \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng nhi\u1ec1u nh\u01b0ng \u0111\u1ec3 t\u00ecm \u0111\u01b0\u1ee3c m\u1ed9t ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m v\u00e0 th\u1ef1c s\u1ef1 bi\u1ebft l\u00e0m th\u00ec kh\u00f4ng h\u1ec1 \u0111\u01a1n gi\u1ea3n.<\/p>\r\n\r\n\r\n\r\n<p>Nh\u01b0 C\u1ea9n \u0111\u00e3 c\u00f3 chia s\u1ebb ban \u0111\u1ea7u, n\u1ebfu b\u1ea1n l\u00e0 ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp v\u00e0 ch\u1ee7 \u0111\u1ed9ng th\u00ec ch\u1eb3ng m\u1ea5y ch\u1ed1c s\u1ebd c\u00f3 th\u1ec3 b\u1ee9t ph\u00e1 v\u00e0 tr\u1edf th\u00e0nh m\u1ed9t AI Engineer c\u00f3 tay ngh\u1ec1 cao.<\/p>\r\n<blockquote>\r\n<p><em>Xem th\u00eam vi\u1ec7c l\u00e0m<\/em><strong> <a href=\"https:\/\/itviec.com\/it-jobs\/ai-engineer\/ha-noi?utm_medium=anchor_text_mid&amp;utm_source=blog&amp;utm_campaign=ai_engineer_tai_ha_noi&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">A<em>I Engineer t\u1ea1i H\u00e0 N\u1ed9i<\/em><\/a><\/strong><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-nh\u1eefng-tai-li\u1ec7u-h\u1eefu-ich-khi-tim-hi\u1ec3u-ngh\u1ec1-ai-engineer\"><span class=\"ez-toc-section\" id=\"Nhung_tai_lieu_huu_ich_khi_tim_hieu_AI_la_gi\"><\/span><strong>Nh\u1eefng t\u00e0i li\u1ec7u h\u1eefu \u00edch khi t\u00ecm hi\u1ec3u AI l\u00e0 g\u00ec<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>D\u00e0nh cho nh\u1eefng b\u1ea1n mu\u1ed1n theo \u0111u\u1ed5i ngh\u1ec1 AI Engineer nh\u01b0ng v\u1eabn c\u00f2n ch\u01b0a th\u1eadt s\u1ef1 n\u1eafm r\u00f5 AI l\u00e0 g\u00ec, C\u1ea9n g\u1ee3i \u00fd m\u1ed9t v\u00e0i trang web v\u00e0 t\u00e0i li\u1ec7u h\u1ecdc t\u1eadp h\u1eefu \u00edch:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li><a href=\"https:\/\/www.coursera.org\/specializations\/deep-learning\" target=\"_blank\" rel=\"noreferrer noopener\">Deeplearning.ai<\/a>: Cung c\u1ea5p c\u00e1c ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 Deep Learning, gi\u00fap n\u1eafm \u0111\u01b0\u1ee3c n\u1ec1n t\u1ea3ng, hi\u1ec3u s\u00e2u b\u1ea3n ch\u1ea5t v\u1ea5n \u0111\u1ec1 b\u00ean trong c\u1ee7a thu\u1eadt to\u00e1n. \u0110\u00e2y l\u00e0 kh\u00f3a h\u1ecdc m\u00ecnh c\u1ef1c k\u1ef3 khuy\u1ebfn kh\u00edch cho c\u00e1c b\u1ea1n m\u1edbi.<\/li>\r\n<li><a href=\"https:\/\/course.fast.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Kh\u00f3a h\u1ecdc c\u1ee7a fast.ai<\/a>: Kh\u00f3a h\u1ecdc v\u1ec1 c\u00e1c b\u00e0i to\u00e1n c\u0103n b\u1ea3n li\u00ean quan \u0111\u1ebfn AI nh\u01b0ng \u0111\u01b0\u1ee3c ch\u1ec9nh s\u1eeda \u0111\u1ec3 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n.<\/li>\r\n<li><a href=\"https:\/\/machinelearningcoban.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning C\u01a1 B\u1ea3n<\/a>: trang blog t\u1ed5ng h\u1ee3p nhi\u1ec1u thu\u1eadt to\u00e1n t\u1eeb c\u0103n b\u1ea3n \u0111\u1ebfn n\u00e2ng cao, c\u00e1ch tr\u00ecnh b\u00e0y th\u00e2n thi\u1ec7n, d\u1ec5 hi\u1ec3u v\u00e0 \u0111\u1eb7c bi\u1ec7t s\u1eed d\u1ee5ng ti\u1ebfng Vi\u1ec7t. \u0110\u00e2y l\u00e0 trang t\u00e0i li\u1ec7u m\u00ecnh v\u1eabn hay tham kh\u1ea3o khi m\u1edbi b\u01b0\u1edbc ch\u00e2n v\u00e0o l\u0129nh v\u1ef1c n\u00e0y.<\/li>\r\n<li>S\u00e1ch <a href=\"https:\/\/www.amazon.com\/dp\/0262035618?tag=hackr-20\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Learning (Adaptive Computation and Machine Learning series)<\/a> by Ian Goodfellow, Yoshua Bengio, Aaron Courville, Francis Bach: s\u00e1ch \u0111\u01b0\u1ee3c bi\u00ean so\u1ea1n b\u1edfi c\u00e1c chuy\u00ean gia \u0111\u1ea7u ng\u00e0nh, chuy\u00ean s\u00e2u v\u00e0 c\u00f3 ph\u1ed5 ki\u1ebfn th\u1ee9c r\u1ed9ng, ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c b\u1ea1n \u0111\u00e3 c\u00f3 ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng mu\u1ed1n t\u00ecm hi\u1ec3u chuy\u00ean s\u00e2u h\u01a1n.<\/li>\r\n<li><a href=\"https:\/\/trituenhantao.io\/kien-thuc\/cau-hoi-phong-van-ai-co-ban\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00e1c c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n AI c\u01a1 b\u1ea3n<\/a>: Nhi\u1ec1u c\u00e2u h\u1ecfi kh\u00e1 hay v\u00e0 h\u1eefu \u00edch, c\u00e1c b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ecdc th\u00eam \u0111\u1ec3 hi\u1ec3u v\u1ec1 m\u1ed9t s\u1ed1 kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n li\u00ean quan \u0111\u1ebfn AI.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-ai-engineer-trong-nganh-noi-gi\"><span class=\"ez-toc-section\" id=\"AI_Engineer_trong_nganh_IT_noi_gi\"><\/span><strong>AI Engineer 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<p>Khi l\u00e0m vi\u1ec7c v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, b\u1ea1n c\u00f3 th\u1ec3 d\u00e0nh nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 t\u00ecm hi\u1ec3u b\u1ea3n ch\u1ea5t c\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec v\u00e0 \u201cchinh ph\u1ee5c\u201d n\u00f3, nh\u01b0ng khi l\u00e0m vi\u1ec7c v\u1edbi con ng\u01b0\u1eddi th\u1eadt, li\u1ec7u b\u1ea1n c\u00f3 \u0111\u1ee7 ki\u00ean nh\u1eabn?<\/p>\r\n\r\n\r\n\r\n<p>Khi \u0111\u01b0\u1ee3c h\u1ecfi v\u1ec1 m\u1ed9t sai l\u1ea7m \u0111\u00e1ng nh\u1edb nh\u1ea5t trong qu\u00e1 tr\u00ecnh vi\u1ec7c c\u1ee7a m\u00ecnh, C\u1ea9n \u0111\u00e3 chia s\u1ebb v\u1edbi ITviec m\u1ed9t c\u00e2u chuy\u1ec7n v\u00f4 c\u00f9ng th\u00fa v\u1ecb m\u00e0 thi\u1ebft ngh\u0129 \u0111\u00e2y c\u0169ng l\u00e0 c\u00e2u chuy\u1ec7n c\u1ee7a nh\u1eefng nh\u00e0 l\u00e3nh \u0111\u1ea1o, team leader kh\u00e1c. C\u1ea9n k\u1ec3 v\u1ec1 l\u00fac b\u1ea1n c\u00f2n l\u00e0m Team Leader t\u1ea1i TMA Solutions,<\/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 \u0111\u00e3 qu\u00e1 ch\u00fa tr\u1ecdng v\u00e0o k\u1ebft qu\u1ea3 v\u00e0 hi\u1ec7u su\u1ea5t, c\u1ee9 ngh\u0129 l\u00e0m g\u00ec th\u00ec l\u00e0m, mi\u1ec5n sao ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c l\u00e0 \u0111\u01b0\u1ee3c m\u00e0 kh\u00f4ng quan t\u00e2m \u0111\u1ebfn c\u1ea3m x\u00fac c\u1ee7a nh\u1eefng th\u00e0nh vi\u00ean trong team.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>C\u1ee5 th\u1ec3, C\u1ea9n \u0111\u00e3 \u0111\u00e1nh gi\u00e1 r\u1ea5t t\u1ec7 v\u00e0o k\u1ebft qu\u1ea3 c\u00f4ng vi\u1ec7c cu\u1ed1i qu\u00fd c\u1ee7a m\u1ed9t b\u1ea1n trong team do b\u1ea1n \u1ea5y kh\u00f4ng ho\u00e0n th\u00e0nh \u0111\u1ea7y \u0111\u1ee7 ch\u1ec9 ti\u00eau \u0111\u01b0\u1ee3c giao theo \u0111\u00fang deadline. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 d\u1eabn \u0111\u1ebfn vi\u1ec7c team ph\u1ea3i m\u1ea5t th\u00eam 2 th\u00e1ng \u0111\u1ec3 ho\u00e0n th\u00e0nh. Tuy v\u1eady, khi \u0111\u01b0\u1ee3c h\u1ecfi, b\u1ea1n \u1ea5y ch\u1ec9 im l\u1eb7ng kh\u00f4ng gi\u1ea3i th\u00edch.<\/p>\r\n\r\n\r\n\r\n<p>Kho\u1ea3ng th\u1eddi gian sau n\u00e0y, sau khi t\u00ecm hi\u1ec3u, C\u1ea9n m\u1edbi ph\u00e1t hi\u1ec7n ra r\u1eb1ng s\u1edf d\u0129 b\u1ea1n \u1ea5y hay ngh\u1ec9 l\u00e0m v\u00e0 m\u1ea5t t\u1eadp trung trong c\u00f4ng vi\u1ec7c l\u00e0 v\u00ec nhi\u1ec1u v\u1ea5n \u0111\u1ec1 gia \u0111\u00ecnh. V\u1eady m\u00e0 l\u00e0 m\u1ed9t ng\u01b0\u1eddi d\u1eabn d\u1eaft, C\u1ea9n kh\u00f4ng nh\u1eadn ra \u0111\u01b0\u1ee3c v\u1ea5n \u0111\u1ec1 c\u1ee7a th\u00e0nh vi\u00ean, ch\u1ec9 bi\u1ebft tr\u00e1ch m\u00f3c v\u00e0 \u0111\u1ed5 tr\u00e1ch nhi\u1ec7m. V\u00e0i th\u00e1ng sau, b\u1ea1n \u1ea5y c\u0169ng ngh\u1ec9 l\u00e0m \u1edf c\u00f4ng ty.<\/p>\r\n\r\n\r\n\r\n<p>K\u1ec3 t\u1eeb l\u1ea7n \u0111\u1ea5y, C\u1ea9n nh\u1eadn ra r\u1eb1ng l\u00e3nh \u0111\u1ea1o con ng\u01b0\u1eddi l\u00e0 m\u1ed9t vi\u1ec7c v\u00f4 c\u00f9ng nh\u1ea1y c\u1ea3m v\u00e0 ph\u1ee9c t\u1ea1p, kh\u00f4ng th\u1ec3 gi\u1eef t\u01b0 duy t\u01b0 nh\u01b0 v\u1eady \u0111\u01b0\u1ee3c.<\/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 b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u nh\u1eefng quy\u1ec3n s\u00e1ch v\u1ec1 phong c\u00e1ch l\u00e3nh \u0111\u1ea1o v\u00e0 c\u00e1ch d\u00f9ng ng\u01b0\u1eddi m\u00e0 trong \u0111\u00f3 m\u00ecnh t\u00e2m \u0111\u1eafc v\u1edbi nh\u1ea5t v\u1edbi cu\u1ed1n \u201cNh\u00e0 l\u00e3nh \u0111\u1ea1o xu\u1ea5t ch\u00fang\u201d (Multipliers).<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"388\" class=\"wp-image-19366\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-01-640x388.jpg\" alt=\"Ai l\u00e0 g\u00ec - Nguy\u1ec5n Ng\u1ecdc C\u1ea9n - AI Engineer\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-01.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-01-300x182.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-01-768x466.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-01-200x121.jpg 200w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/>\r\n<figcaption>C\u1ea9n c\u00f9ng c\u00e1c th\u00e0nh vi\u00ean trong team th\u01b0 gi\u00e3n sau gi\u1edd l\u00e0m.<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>B\u1ea3n th\u00e2n m\u00ecnh c\u0169ng thay \u0111\u1ed5i r\u00f5 r\u1ec7t h\u01a1n trong c\u1ea3 c\u00e1ch suy ngh\u0129 l\u1eabn h\u00e0nh \u0111\u1ed9ng. Kh\u00f4ng ch\u1ec9 g\u1eb7p nhau \u1edf c\u00f4ng ty, m\u00ecnh v\u00e0 team c\u00f2n h\u1eb9n g\u1eb7p ngo\u00e0i c\u00f4ng vi\u1ec7c: t\u00e1n d\u00f3c \u1edf qu\u00e1n c\u00e0 ph\u00ea, tham gia \u0111\u00e1 b\u00f3ng chung, t\u1ed5 ch\u1ee9c ti\u1ec7c t\u1ea1i gia\u2026 M\u00ecnh \u0111\u1ec3 \u00fd \u0111\u1ebfn c\u1ea3m x\u00fac c\u1ee7a \u0111\u1ed3ng \u0111\u1ed9i nhi\u1ec1u h\u01a1n ch\u1ee9 kh\u00f4ng ch\u0103m ch\u0103m v\u00e0o hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c nh\u01b0 tr\u01b0\u1edbc n\u1eefa.<\/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><strong>Xem th\u00eam vi\u1ec7c l\u00e0m <a href=\"https:\/\/itviec.com\/it-jobs\/ai-engineer\/da-nang?utm_medium=anchor_text_mid&amp;utm_source=blog&amp;utm_campaign=ai_engineer_tai_da_nang&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">AI Engineer t\u1ea1i \u0110\u00e0 N\u1eb5ng<\/a><\/strong><\/p>\r\n<\/blockquote>\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>Sau khi ho\u00e0n th\u00e0nh l\u1edbp C\u1eed nh\u00e2n t\u00e0i n\u0103ng c\u1ee7a tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc CNTT, C\u1ea9n c\u00f3 c\u01a1 h\u1ed9i h\u1ecdc h\u1ecfi trong ph\u00f2ng nghi\u00ean c\u1ee9u c\u1ee7a tr\u01b0\u1eddng v\u1ec1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (Machine Learning).<\/p>\r\n\r\n\r\n\r\n<p>Nh\u1eadn th\u1ea5y \u0111\u00f3 l\u00e0 ni\u1ec1m \u0111am m\u00ea n\u00ean khi ra tr\u01b0\u1eddng, C\u1ea9n \u0111\u1ea7u qu\u00e2n cho <a href=\"https:\/\/itviec.com\/companies\/goodland-informatics?utm_medium=anchor_text_low&amp;utm_source=blog&amp;utm_campaign=goodland_informatics&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">GoodLand Informatics<\/a> v\u1edbi v\u1ecb tr\u00ed AI Software Engineer. Sau \u0111\u00f3 kh\u00f4ng l\u00e2u, C\u1ea9n tr\u1ea3i qua m\u1ed9t s\u1ed1 v\u1ecb tr\u00ed kh\u00e1c nh\u01b0 AI\/Machine Learning Engineer v\u00e0 Computer Vision Team Leader t\u1ea1i <a href=\"https:\/\/itviec.com\/companies\/tma-solutions?utm_medium=anchor_text_low&amp;utm_source=blog&amp;utm_campaign=tma_solutions&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">TMA Solutions<\/a>, AI Researcher t\u1ea1i <a href=\"https:\/\/itviec.com\/companies\/cinnamon-ai-labs?utm_medium=anchor_text_low&amp;utm_source=blog&amp;utm_campaign=cinnamon_ai_labs&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">Cinnamon AI Labs<\/a>\u2026<\/p>\r\n\r\n\r\n\r\n<p>Hi\u1ec7n t\u1ea1i, C\u1ea9n \u0111ang l\u00e0 AI Engineer cho <strong><a href=\"https:\/\/itviec.com\/companies\/viettel-group?utm_medium=anchor_text_low&amp;utm_source=blog&amp;utm_campaign=viettel_group&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">T\u1ed5ng c\u00f4ng ty C\u00f4ng nghi\u1ec7p C\u00f4ng ngh\u1ec7 cao Viettel<\/a><\/strong>.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" class=\"wp-image-5668 aligncenter\" src=\"\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png\" alt=\"Robby2\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-60x60.png 60w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png 300w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p 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\r\n\r\n\r\n<p class=\"has-text-align-center\" style=\"text-align: center;\"><strong>V\u00e0 \u0111\u1eebng qu\u00ean tham kh\u1ea3o <a href=\"https:\/\/itviec.com\/it-jobs\/ai-engineer?utm_medium=anchor_text_low&amp;utm_source=blog&amp;utm_campaign=viec_lam_ai_engineer&amp;utm_content=ai_la_gi\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m AI Engineer<\/a> tr\u00ean ITviec nh\u00e9!<\/strong><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI (Artifical Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c, tr\u00e1i v\u1edbi tr\u00ed th\u00f4ng minh t\u1ef1 nhi\u00ean c\u1ee7a con ng\u01b0\u1eddi. Theo kh\u1ea3o s\u00e1t v\u1ec1 l\u01b0\u01a1ng ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin n\u0103m 2023 &#8211; 2024 do ITviec ti\u1ebfn h\u00e0nh kh\u1ea3o s\u00e1t, m\u1ee9c l\u01b0\u01a1ng [&hellip;]<\/p>\n","protected":false},"author":87,"featured_media":22729,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[99,94],"tags":[10124],"class_list":["post-19359","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-developer","category-su-nghiep-it","tag-ai"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI l\u00e0 g\u00ec? K\u1ef9 s\u01b0 AI hay AI Engineer l\u00e0 g\u00ec, l\u01b0\u01a1ng cao th\u1ebf n\u00e0o?<\/title>\n<meta name=\"description\" content=\"AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI (Artifical Intelligence) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c v\u00e0 AI Engineer l\u00e0 ng\u00e0nh \u0111ang r\u1ea5t \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n.\" \/>\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\/ai-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gi\u1ea3i m\u00e3 AI l\u00e0 g\u00ec v\u00e0 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn c\u1ee7a AI Engineer\" \/>\n<meta property=\"og:description\" content=\"AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI (Artifical Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c, tr\u00e1i v\u1edbi tr\u00ed th\u00f4ng minh t\u1ef1 nhi\u00ean c\u1ee7a con\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itviec.com\/blog\/ai-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=\"2020-06-24T09:55:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-10T03:55:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-thumnail.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"335\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tinh To\" \/>\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=\"Tinh To\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"17 ph\u00fat\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI l\u00e0 g\u00ec? K\u1ef9 s\u01b0 AI hay AI Engineer l\u00e0 g\u00ec, l\u01b0\u01a1ng cao th\u1ebf n\u00e0o?","description":"AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI (Artifical Intelligence) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c v\u00e0 AI Engineer l\u00e0 ng\u00e0nh \u0111ang r\u1ea5t \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n.","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\/ai-la-gi\/","og_locale":"vi_VN","og_type":"article","og_title":"Gi\u1ea3i m\u00e3 AI l\u00e0 g\u00ec v\u00e0 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn c\u1ee7a AI Engineer","og_description":"AI l\u00e0 g\u00ec? C\u00f4ng ngh\u1ec7 AI (Artifical Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 tr\u00ed th\u00f4ng minh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c, tr\u00e1i v\u1edbi tr\u00ed th\u00f4ng minh t\u1ef1 nhi\u00ean c\u1ee7a con","og_url":"https:\/\/itviec.com\/blog\/ai-la-gi\/","og_site_name":"ITviec Blog","article_publisher":"https:\/\/www.facebook.com\/ITviec","article_published_time":"2020-06-24T09:55:31+00:00","article_modified_time":"2024-10-10T03:55:29+00:00","og_image":[{"width":640,"height":335,"url":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-thumnail.jpg","type":"image\/jpeg"}],"author":"Tinh To","twitter_card":"summary_large_image","twitter_creator":"@ITviec","twitter_site":"@ITviec","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"Tinh To","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"17 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/itviec.com\/blog\/ai-la-gi\/#article","isPartOf":{"@id":"https:\/\/itviec.com\/blog\/ai-la-gi\/"},"author":{"name":"Tinh To","@id":"https:\/\/itviec.com\/blog\/#\/schema\/person\/6580f1be8090663be6e793f5d5f14d6c"},"headline":"Gi\u1ea3i m\u00e3 AI l\u00e0 g\u00ec v\u00e0 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn c\u1ee7a AI Engineer","datePublished":"2020-06-24T09:55:31+00:00","dateModified":"2024-10-10T03:55:29+00:00","mainEntityOfPage":{"@id":"https:\/\/itviec.com\/blog\/ai-la-gi\/"},"wordCount":4642,"publisher":{"@id":"https:\/\/itviec.com\/blog\/#organization"},"image":{"@id":"https:\/\/itviec.com\/blog\/ai-la-gi\/#primaryimage"},"thumbnailUrl":"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2020\/06\/ai-la-gi-blog-thumbnail.jpg","keywords":["AI"],"articleSection":["Developer","S\u1ef1 nghi\u1ec7p IT"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/itviec.com\/blog\/ai-la-gi\/","url":"https:\/\/itviec.com\/blog\/ai-la-gi\/","name":"AI l\u00e0 g\u00ec? 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