{"id":3294,"date":"2022-12-18T04:45:12","date_gmt":"2022-12-18T04:45:12","guid":{"rendered":"https:\/\/topviecit.vn\/blog\/?p=3294"},"modified":"2023-11-13T03:59:30","modified_gmt":"2023-11-13T03:59:30","slug":"khoa-hoc-du-lieu-va-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/","title":{"rendered":"Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec? H\u1ecdc g\u00ec? M\u1ee9c l\u01b0\u01a1ng?"},"content":{"rendered":"\n<p><strong><a href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noreferrer noopener\">Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/strong> \u0111ang l\u00e0 m\u1ed9t trong nh\u1eefng nh\u00f3m ng\u00e0nh HOT hi\u1ec7n nay trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin. V\u1eady, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec v\u00e0 m\u1ee9c l\u01b0\u01a1ng ra tr\u01b0\u1eddng c\u00f3 cao kh\u00f4ng? H\u00e3y c\u00f9ng <a href=\"https:\/\/topviecit.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopviecIT<\/strong><\/a> t\u00ecm hi\u1ec3u nh\u00e9.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_63 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 \" >Table of Contents<\/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:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Khoa_hoc_du_lieu_va_tri_tue_nhan_tao_la_gi\" title=\"Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?\">Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Khoa_hoc_du_lieu_la_gi\" title=\"Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 g\u00ec?\">Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Tri_tue_nhan_tao_la_gi\" title=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Khoa_hoc_du_lieu_va_tri_tue_nhan_tao_hoc_gi\" title=\"Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc g\u00ec?\">Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc g\u00ec?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Chuong_trinh_dao_tao\" title=\"Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o\">Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Cac_truong_dao_tao\" title=\"C\u00e1c tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o\">C\u00e1c tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Co_hoi_viec_lam_cua_Khoa_hoc_du_lieu_va_tri_tue_nhan_tao\" title=\"C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m c\u1ee7a Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m c\u1ee7a Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Hoc_khoa_hoc_du_lieu_va_AI_ra_lam_gi\" title=\"H\u1ecdc khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI ra l\u00e0m g\u00ec?\">H\u1ecdc khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI ra l\u00e0m g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/topviecit.vn\/blog\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao\/#Muc_luong_cua_khoa_hoc_du_lieu_va_tri_tue_nhan_tao\" title=\"M\u1ee9c l\u01b0\u01a1ng c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\">M\u1ee9c l\u01b0\u01a1ng c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Khoa_hoc_du_lieu_va_tri_tue_nhan_tao_la_gi\"><\/span><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 hi\u1ec3u h\u01a1n v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec v\u00e0 h\u1ecdc g\u00ec, h\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u v\u1ec1 kh\u00e1i ni\u1ec7m c\u1ee7a 2 l\u0129nh v\u1ef1c n\u00e0y. C\u1ee5 th\u1ec3 nh\u01b0 sau:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Khoa_hoc_du_lieu_la_gi\"><\/span><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Khoa h\u1ecdc d\u1eef li\u1ec7u (Data Science &#8211; DS) l\u00e0 ng\u00e0nh khoa h\u1ecdc \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 khai ph\u00e1, qu\u1ea3n tr\u1ecb, ph\u00e2n t\u00edch c\u00e1c d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 nh\u1eefng d\u1eef li\u1ec7u \u0111\u00f3 trong t\u01b0\u01a1ng lai. D\u1ef1a v\u00e0o nh\u1eefng d\u1eef li\u1ec7u \u0111\u00f3, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n s\u1ebd \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, chi\u1ebfn l\u01b0\u1ee3c h\u00e0nh \u0111\u1ed9ng li\u00ean quan. Hi\u1ec7n t\u1ea1i, khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd bao g\u1ed3m 3 ph\u1ea7n ch\u00ednh l\u00e0 t\u1ea1o, qu\u1ea3n tr\u1ecb v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-1.jpg\" alt=\"Khoa h\u1ecdc d\u1eef li\u1ec7u hi\u1ec7n \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nhi\u1ec1u trong c\u00e1c ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y\" class=\"wp-image-3296\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-1.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-1-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-1-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Khoa h\u1ecdc d\u1eef li\u1ec7u hi\u1ec7n \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nhi\u1ec1u trong c\u00e1c ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t trong nh\u1eefng \u201cnguy\u00ean li\u1ec7u\u201d c\u1ea7n thi\u1ebft c\u1ee7a l\u00e0n s\u00f3ng c\u00f4ng ngh\u1ec7 4.0. M\u1ecdi l\u0129nh v\u1ef1c hi\u1ec7n t\u1ea1i trong cu\u1ed9c s\u1ed1ng \u0111\u1ec1u c\u1ea7n \u0111\u1ebfn s\u1ef1 v\u1eadn h\u00e0nh, ph\u00e2n t\u00edch, \u1ee9ng d\u1ee5ng c\u1ee7a d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 n\u00e2ng cao \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tri_tue_nhan_tao_la_gi\"><\/span><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong><a href=\"https:\/\/topviecit.vn\/blog\/tong-quan-ve-tri-tue-nhan-tao\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/strong> &#8211; AI l\u00e0 m\u1ed9t nh\u00e1nh trong ng\u00e0nh khoa h\u1ecdc m\u00e1y t\u00ednh, ng\u00e0nh h\u1ecdc n\u00e0y x\u00e2y d\u1ef1ng nh\u1eefng m\u00e1y m\u00f3c th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5, \u0111\u01b0a ra nh\u1eefng ph\u00e1n \u0111o\u00e1n, h\u00e0nh \u0111\u1ed9ng t\u01b0\u01a1ng t\u1ef1 v\u1edbi con ng\u01b0\u1eddi. Hay c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01a1n gi\u1ea3n r\u1eb1ng, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd l\u00e0 c\u00f4ng ngh\u1ec7 m\u00f4 ph\u1ecfng l\u1ea1i suy ngh\u0129, qu\u00e1 tr\u00ecnh ti\u1ebfp thu, ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a con ng\u01b0\u1eddi tr\u00ean h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Khoa_hoc_du_lieu_va_tri_tue_nhan_tao_hoc_gi\"><\/span><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u1ecdc g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Chuong_trinh_dao_tao\"><\/span><strong>Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>T\u00f9y thu\u1ed9c v\u00e0o t\u1eebng \u0111\u01a1n v\u1ecb \u0111\u00e0o t\u1ea1o, nh\u1eefng ki\u1ebfn th\u1ee9c c\u1ee7a ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u &#8211; tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd kh\u00e1c nhau. Tuy v\u1eady, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o m\u1ed9t s\u1ed1 nh\u00f3m ki\u1ebfn th\u1ee9c sau \u0111\u00e2y m\u00e0 ng\u00e0nh n\u00e0y s\u1ebd h\u1ecdc nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nh\u00f3m ki\u1ebfn th\u1ee9c chung v\u1ec1 tin h\u1ecdc, gi\u1ea3i t\u00edch, th\u1ed1ng k\u00ea, ngo\u1ea1i ng\u1eef,&#8230;<\/li>\n\n\n\n<li>C\u00e1c ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng li\u00ean quan \u0111\u1ebfn qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>Nh\u1eefng ki\u1ebfn th\u1ee9c li\u00ean quan \u0111\u1ebfn x\u1eed l\u00fd, ph\u00e2n t\u00edch Big Data (d\u1eef li\u1ec7u l\u1edbn), c\u00e1c ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh s\u00e2u &#8211; r\u1ed9ng v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u, h\u1ec7 th\u1ed1ng th\u00f4ng tin.<\/li>\n\n\n\n<li>Ki\u1ebfn th\u1ee9c li\u00ean quan \u0111\u1ebfn x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, c\u00e1c lo\u1ea1i thu\u1eadt to\u00e1n li\u00ean quan \u0111\u1ebfn blockchain, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o,&#8230;<\/li>\n\n\n\n<li>Hi\u1ec3u v\u00e0 bi\u1ebft s\u1eed d\u1ee5ng c\u00e1c <strong><a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-lap-trinh-co-may-loai\/\" target=\"_blank\" rel=\"noreferrer noopener\">ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/a><\/strong> ph\u1ed5 bi\u1ebfn hi\u1ec7n nay nh\u01b0 Java, Python, MySQL,&#8230;<\/li>\n\n\n\n<li>C\u00e1c h\u1ecdc ph\u1ea7n v\u1ec1 h\u1ecdc s\u00e2u (deep learning), h\u1ecdc m\u00e1y (machine learning), th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (natural language processing), &#8230; \u0111\u1ec3 ph\u1ee5c v\u1ee5 cho ho\u1ea1t \u0111\u1ed9ng ph\u00e2n t\u00edch v\u00e0 nghi\u00ean c\u1ee9u d\u1eef li\u1ec7u th\u00f4 c\u1ee7a doanh nghi\u1ec7p, kh\u00e1ch h\u00e0ng.<\/li>\n<\/ul>\n\n\n\n<p>B\u00ean c\u1ea1nh nh\u1eefng ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n n\u1ec1n t\u1ea3ng \u1edf tr\u00ean, khi theo h\u1ecdc ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u, AI b\u1ea1n c\u0169ng s\u1ebd \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o th\u00eam c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m v\u00e0 ki\u1ebfn th\u1ee9c li\u00ean quan kh\u00e1c. V\u00ed d\u1ee5 nh\u01b0 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd c\u00e1c d\u1ef1 \u00e1n, ph\u00e1t tri\u1ec3n &#8211; t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng th\u00f4ng tin, k\u1ef9 n\u0103ng giao ti\u1ebfp, qu\u1ea3n l\u00fd th\u1eddi gian, x\u1eed l\u00fd v\u1ea5n \u0111\u1ec1,&#8230;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>&gt;&gt;&gt; Xem th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/ngon-ngu-may-tinh-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ng\u00f4n Ng\u1eef M\u00e1y T\u00ednh L\u00e0 G\u00ec? \u1ee8ng D\u1ee5ng Nh\u01b0 Th\u1ebf N\u00e0o?<\/a><\/strong><\/p>\n<\/blockquote>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-2.jpg\" alt=\"Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI c\u00f3 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o kh\u00e1 ph\u1ee9c t\u1ea1p\" class=\"wp-image-3297\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-2.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-2-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-2-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI c\u00f3 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o kh\u00e1 ph\u1ee9c t\u1ea1p<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cac_truong_dao_tao\"><\/span><strong>C\u00e1c tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Hi\u1ec7n nay s\u1ed1 l\u01b0\u1ee3ng tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o chuy\u00ean ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 \u0111a d\u1ea1ng h\u01a1n r\u1ea5t nhi\u1ec1u, t\u0103ng c\u01a1 h\u1ed9i h\u1ecdc t\u1eadp v\u00e0 r\u00e8n luy\u1ec7n cho nh\u1eefng b\u1ea1n y\u00eau th\u00edch ng\u00e0nh n\u00e0y. B\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o 1 s\u1ed1 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0110\u1ea1i h\u1ecdc B\u00e1ch khoa H\u00e0 N\u1ed9i<\/li>\n\n\n\n<li>\u0110\u1ea1i h\u1ecdc Th\u1ee7y L\u1ee3i<\/li>\n\n\n\n<li>\u0110\u1ea1i h\u1ecdc \u0110\u00f4ng \u00c1<\/li>\n<\/ul>\n\n\n\n<p>H\u00ecnh th\u1ee9c x\u00e9t tuy\u1ec3n th\u01b0\u1eddng s\u1ebd c\u00f3 3 h\u00ecnh th\u1ee9c l\u00e0 x\u00e9t tuy\u1ec3n th\u1eb3ng, x\u00e9t tuy\u1ec3n k\u1ebft h\u1ee3p v\u00e0 x\u00e9t tuy\u1ec3n th\u00f4ng qua k\u1ebft qu\u1ea3 thi THPT. <\/p>\n\n\n\n<p><strong>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/lap-trinh-vien-hoc-truong-nao\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u1eadp Tr\u00ecnh Vi\u00ean H\u1ecdc Tr\u01b0\u1eddng N\u00e0o T\u1ed1t \u1ede Vi\u1ec7t Nam?<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Co_hoi_viec_lam_cua_Khoa_hoc_du_lieu_va_tri_tue_nhan_tao\"><\/span><strong>C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m c\u1ee7a Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>M\u1ee9c l\u01b0\u01a1ng v\u00e0 c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m c\u0169ng l\u00e0 m\u1ed9t trong nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u01b0\u1ee3c nhi\u1ec1u b\u1ea1n quan t\u00e2m khi t\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u &#8211; AI. N\u1ebfu b\u1ea1n c\u0169ng \u0111ang quan t\u00e2m \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 n\u00e0y, d\u01b0\u1edbi \u0111\u00e2y s\u1ebd l\u00e0 m\u1ed9t s\u1ed1 th\u00f4ng tin gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 v\u1ea5n \u0111\u1ec1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Hoc_khoa_hoc_du_lieu_va_AI_ra_lam_gi\"><\/span><strong>H\u1ecdc khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI ra l\u00e0m g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Sau khi h\u1ecdc xong ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 AI, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o m\u1ed9t s\u1ed1 c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>K\u1ef9 s\u01b0 IT, k\u1ef9 s\u01b0 qu\u1ea3n l\u00fd, ph\u00e2n t\u00edch d\u1eef li\u1ec7u Big Data, ph\u00e2n t\u00edch v\u00e0 d\u1ef1 b\u00e1o, qu\u1ea3n l\u00fd c\u00e1c r\u1ee7i ro t\u1ea1i ng\u00e2n h\u00e0ng, nh\u1eefng c\u00f4ng ty t\u00e0i ch\u00ednh.<\/li>\n\n\n\n<li>L\u00e0m vi\u1ec7c t\u1ea1i v\u1ecb tr\u00ed ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ed7 tr\u1ee3 cho qu\u00e1 tr\u00ecnh ch\u1ea9n \u0111o\u00e1n t\u1ea1i b\u1ec7nh vi\u1ec7n, trung t\u00e2m ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/li>\n\n\n\n<li>Nh\u00e2n vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1ea1i c\u00e1c trung t\u00e2m d\u1ef1 b\u00e1o s\u1ea3n xu\u1ea5t n\u00f4ng nghi\u1ec7p th\u00f4ng minh.<\/li>\n\n\n\n<li>Tr\u1edf th\u00e0nh k\u1ef9 s\u01b0 thi\u1ebft k\u1ebf, ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai nh\u1eefng h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m, m\u00e1y m\u00f3c c\u00f3 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/li>\n\n\n\n<li>Tr\u1edf th\u00e0nh chuy\u00ean vi\u00ean l\u1eadp d\u1ef1 \u00e1n, \u0111i\u1ec1u ph\u1ed1i ho\u1eb7c ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch ph\u00e1t tri\u1ec3n khoa h\u1ecdc d\u1eef li\u1ec7u, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u00f4ng ngh\u1ec7 th\u00f4ng tin t\u1ea1i c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p.<\/li>\n\n\n\n<li>Sau qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c ph\u00e1t tri\u1ec3n, b\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh c\u00e1c tr\u01b0\u1edfng nh\u00f3m, qu\u1ea3n l\u00fd d\u1ef1 \u00e1n, gi\u00e1m \u0111\u1ed1c ph\u1ee5 tr\u00e1ch b\u1ed9 ph\u1eadn c\u00f4ng ngh\u1ec7 th\u00f4ng tin ho\u1eb7c tr\u1edf th\u00e0nh gi\u1ea3ng vi\u00ean li\u00ean quan \u0111\u1ebfn chuy\u00ean ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/li>\n<\/ul>\n\n\n\n<p><strong>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/topviecit.vn\/blog\/ky-su-it-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">K\u1ef9 S\u01b0 IT L\u00e0 G\u00ec? L\u01b0\u01a1ng K\u1ef9 S\u01b0 IT \u1ede Vi\u1ec7t Nam Cao Kh\u00f4ng?<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Muc_luong_cua_khoa_hoc_du_lieu_va_tri_tue_nhan_tao\"><\/span><strong>M\u1ee9c l\u01b0\u01a1ng c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Hi\u1ec7n t\u1ea1i, ngu\u1ed3n nh\u00e2n l\u1ef1c c\u1ee7a ng\u00e0nh DS v\u00e0 AI \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd thi\u1ebfu h\u1ee5t trong v\u00f2ng 5 &#8211; 7 n\u0103m t\u1edbi. Do \u0111\u00f3, r\u1ea5t nhi\u1ec1u doanh nghi\u1ec7p s\u1eb5n s\u00e0ng chi tr\u1ea3 m\u1ee9c l\u01b0\u01a1ng cao cho v\u1ecb tr\u00ed n\u00e0y. Theo th\u1ed1ng k\u00ea, \u0111\u1ed1i v\u1edbi sinh vi\u00ean m\u1edbi ra tr\u01b0\u1eddng ch\u01b0a c\u00f3 nhi\u1ec1u kinh nghi\u1ec7m c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c m\u1ee9c l\u01b0\u01a1ng kho\u1ea3ng 95.000 USD\/n\u0103m. V\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m t\u1eeb 1 &#8211; 2 n\u0103m c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh t\u1eeb 125.000 USD\/n\u0103m.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-3.jpg\" alt=\"M\u1ee9c l\u01b0\u01a1ng c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u - AI hi\u1ec7n t\u1ea1i r\u1ea5t h\u1ea5p d\u1eabn\" class=\"wp-image-3298\" srcset=\"https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-3.jpg 800w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-3-640x400.jpg 640w, https:\/\/topviecit.vn\/blog\/wp-content\/uploads\/2022\/12\/khoa-hoc-du-lieu-va-tri-tue-nhan-tao-topcv-3-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>M\u1ee9c l\u01b0\u01a1ng c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u &#8211; AI hi\u1ec7n t\u1ea1i r\u1ea5t h\u1ea5p d\u1eabn<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Tr\u00ean \u0111\u00e2y l\u00e0 nh\u1eefng <strong><a href=\"https:\/\/topviecit.vn\/blog\/chuyen-muc\/chia-se-kinh-nghiem\/\" target=\"_blank\" rel=\"noreferrer noopener\">chia s\u1ebb kinh nghi\u1ec7m<\/a><\/strong> v\u1ec1 ng\u00e0nh <strong>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong> m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o. N\u1ebfu b\u1ea1n c\u0169ng \u0111ang quan t\u00e2m \u0111\u1ebfn c\u00e1c c\u01a1 h\u1ed9i <strong><a href=\"https:\/\/www.topcv.vn\/viec-lam\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m<\/a><\/strong> thu\u1ed9c l\u0129nh v\u1ef1c HOT n\u00e0y, h\u00e3y truy c\u1eadp v\u00e0o <a href=\"https:\/\/www.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TopCV<\/strong><\/a> \u0111\u1ec3 c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn v\u1edbi nh\u1eefng vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn h\u01a1n nh\u00e9.<\/p>\n\n\n\n<p><strong>Xem th\u00eam ng\u00e0nh h\u1ecdc t\u01b0\u01a1ng t\u1ef1: <a href=\"https:\/\/topviecit.vn\/blog\/iot-va-tri-tue-nhan-tao-ung-dung\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ng\u00e0nh IoT V\u00e0 Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o \u1ee8ng D\u1ee5ng L\u00e0 G\u00ec? C\u01a1 H\u1ed9i Vi\u1ec7c L\u00e0m?<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang l\u00e0 m\u1ed9t trong nh\u1eefng nh\u00f3m ng\u00e0nh HOT hi\u1ec7n nay trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin. V\u1eady, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec v\u00e0 m\u1ee9c l\u01b0\u01a1ng ra tr\u01b0\u1eddng c\u00f3 cao kh\u00f4ng? H\u00e3y c\u00f9ng TopviecIT t\u00ecm hi\u1ec3u nh\u00e9. Khoa h\u1ecdc d\u1eef [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3295,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"cybocfi_hide_featured_image":"","footnotes":""},"categories":[86],"tags":[935,937,940,934,939,936,923,938],"class_list":["post-3294","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chia-se-kinh-nghiem","tag-co-hoi-viec-lam-nganh-khoa-hoc-du-lieu-va-tri-tue-nhan-tao","tag-khoa-hoc-ai-tri-tue-nhan-tao","tag-khoa-hoc-du-lieu","tag-khoa-hoc-du-lieu-va-tri-tue-nhan-tao","tag-khoa-hoc-du-lieu-va-tri-tue-nhan-tao-ra-lam-gi","tag-nganh-khoa-hoc-du-lieu-va-tri-tue-nhan-tao","tag-tri-tue-nhan-tao","tag-tri-tue-nhan-tao-va-khoa-hoc-du-lieu"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec? 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