{"id":1055,"date":"2025-09-03T16:39:23","date_gmt":"2025-09-03T09:39:23","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=1055"},"modified":"2025-11-07T16:28:49","modified_gmt":"2025-11-07T09:28:49","slug":"cong-nghe-thong-tin-thong-minh","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/cong-nghe-thong-tin-thong-minh\/","title":{"rendered":"C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh: Kh\u1edfi \u0111\u1ea7u cho th\u1ebf h\u1ec7 d\u1eabn d\u1eaft k\u1ef7 nguy\u00ean s\u1ed1"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Trong b\u1ed1i c\u1ea3nh kinh t\u1ebf s\u1ed1 b\u00f9ng n\u1ed5, vai tr\u00f2 c\u1ee7a c\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng \u0111ang d\u1ea7n thay \u0111\u1ed5i. Thay v\u00e0o \u0111\u00f3, c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh v\u1edbi c\u00e1c tr\u1ee5 c\u1ed9t g\u1ed3m: AI, IoT, Network, Big Data, Cybersecurity \u0111ang tr\u1ed7i d\u1eady nh\u01b0 m\u1ed9t \u2018m\u1ecf v\u00e0ng\u2019 c\u1ee7a th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 ng\u00e0nh h\u1ecdc \u0111\u00f3n \u0111\u1ea7u xu th\u1ebf, m\u00e0 c\u00f2n l\u00e0 b\u1ec7 ph\u00f3ng t\u00e0i ch\u00ednh v\u1eefng ch\u1eafc cho th\u1ebf h\u1ec7 tr\u1ebb. V\u1eady, nh\u1eefng y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i n\u00e0o \u0111\u00e3 t\u1ea1o n\u00ean s\u1ee9c n\u00f3ng v\u00e0 gi\u00e1 tr\u1ecb v\u01b0\u1ee3t tr\u1ed9i cho ng\u00e0nh h\u1ecdc n\u00e0y? C\u00f9ng t\u00ecm hi\u1ec3u ngay.<\/span><\/p>\n<h2><b>T\u00e1i \u0111\u1ecbnh ngh\u0129a cu\u1ed9c ch\u01a1i: C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t mang t\u00ednh c\u00e1ch m\u1ea1ng<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Khi nh\u1eafc \u0111\u1ebfn ng\u00e0nh h\u1ecdc n\u00e0y, nhi\u1ec1u ng\u01b0\u1eddi c\u00f3 th\u1ec3 l\u1ea7m t\u01b0\u1edfng \u0111\u00e2y ch\u1ec9 l\u00e0 m\u1ed9t t\u00ean g\u1ecdi m\u1edbi cho l\u0129nh v\u1ef1c C\u00f4ng ngh\u1ec7 th\u00f4ng tin quen thu\u1ed9c. Tuy nhi\u00ean, th\u1ef1c t\u1ebf cho th\u1ea5y C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh l\u00e0 m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 t\u01b0 duy v\u00e0 n\u0103ng l\u1ef1c, t\u1ea1o ra s\u1ef1 ph\u00e2n h\u00f3a r\u00f5 r\u1ec7t so v\u1edbi n\u1ec1n t\u1ea3ng C\u00f4ng ngh\u1ec7 th\u00f4ng tin (IT) truy\u1ec1n th\u1ed1ng. S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a l\u00fd gi\u1ea3i t\u1ea1i sao nh\u00e2n l\u1ef1c ng\u00e0nh n\u00e0y l\u1ea1i c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ebfn v\u1eady.<\/span><\/p>\n<figure id=\"attachment_1060\" aria-describedby=\"caption-attachment-1060\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-1060\" src=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nganh-cong-nghe-thong-tin-thong-minh-dang-tai-dinh-nghia-cuoc-choi-cua-cac-cong-ty-cong-nghe.webp\" alt=\"Ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111ang t\u00e1i \u0111\u1ecbnh ngh\u0129a cu\u1ed9c ch\u01a1i c\u1ee7a c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7\" width=\"1200\" height=\"668\" title=\"\" srcset=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nganh-cong-nghe-thong-tin-thong-minh-dang-tai-dinh-nghia-cuoc-choi-cua-cac-cong-ty-cong-nghe.webp 1200w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nganh-cong-nghe-thong-tin-thong-minh-dang-tai-dinh-nghia-cuoc-choi-cua-cac-cong-ty-cong-nghe-800x445.webp 800w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nganh-cong-nghe-thong-tin-thong-minh-dang-tai-dinh-nghia-cuoc-choi-cua-cac-cong-ty-cong-nghe-768x428.webp 768w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nganh-cong-nghe-thong-tin-thong-minh-dang-tai-dinh-nghia-cuoc-choi-cua-cac-cong-ty-cong-nghe-18x10.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-1060\" class=\"wp-caption-text\">Ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111ang t\u00e1i \u0111\u1ecbnh ngh\u0129a cu\u1ed9c ch\u01a1i c\u1ee7a c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7<\/figcaption><\/figure>\n<h3><b>H\u1ed9i t\u1ee5 nh\u1eefng c\u00f4ng ngh\u1ec7 tr\u1ee5 c\u1ed9t: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet of Things (IoT), M\u1ea1ng m\u00e1y t\u00ednh (Network), D\u1eef li\u1ec7u l\u1edbn (Big Data &amp; Analytics), An ninh m\u1ea1ng (Cybersecurity)<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">S\u1ee9c m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a l\u0129nh v\u1ef1c n\u00e0y kh\u00f4ng \u0111\u1ebfn t\u1eeb m\u1ed9t c\u00f4ng ngh\u1ec7 ri\u00eang l\u1ebb, m\u00e0 t\u1eeb kh\u1ea3 n\u0103ng k\u1ebft h\u1ee3p v\u00e0 c\u1ed9ng h\u01b0\u1edfng c\u1ee7a m\u1ed9t h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7. N\u1ebfu xem t\u1eebng c\u00f4ng ngh\u1ec7 nh\u01b0 m\u1ed9t nh\u1ea1c c\u1ee5, th\u00ec C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh ch\u00ednh l\u00e0 m\u1ed9t nh\u1ea1c tr\u01b0\u1edfng, ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng ph\u1ed1i h\u1ee3p t\u1ea5t c\u1ea3 \u0111\u1ec3 t\u1ea1o n\u00ean m\u1ed9t b\u1ea3n giao h\u01b0\u1edfng ho\u00e0n ch\u1ec9nh, gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p nh\u1ea5t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u1ee5 th\u1ec3, h\u1ec7 sinh th\u00e1i n\u00e0y ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u01a1 th\u1ec3 s\u1ed1ng:<\/span><\/p>\n<ul data-start=\"568\" data-end=\"1367\">\n<li data-start=\"568\" data-end=\"706\">\n<p data-start=\"570\" data-end=\"706\"><strong data-start=\"570\" data-end=\"596\">Internet v\u1ea1n v\u1eadt (IoT)<\/strong> \u0111\u00f3ng vai tr\u00f2 nh\u01b0 gi\u00e1c quan, li\u00ean t\u1ee5c thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb th\u1ebf gi\u1edbi th\u1ef1c th\u00f4ng qua h\u00e0ng t\u1ef7 thi\u1ebft b\u1ecb c\u1ea3m bi\u1ebfn.<\/p>\n<\/li>\n<li data-start=\"707\" data-end=\"867\">\n<p data-start=\"709\" data-end=\"867\"><strong data-start=\"709\" data-end=\"747\">D\u1eef li\u1ec7u l\u1edbn (Big Data &amp; Analytics)<\/strong> l\u00e0 b\u1ed9 nh\u1edb kh\u1ed5ng l\u1ed3, l\u01b0u tr\u1eef v\u00e0 t\u1ed5 ch\u1ee9c ngu\u1ed3n th\u00f4ng tin b\u1ea5t t\u1eadn \u1ea5y, \u0111\u1ed3ng th\u1eddi m\u1edf \u0111\u01b0\u1eddng cho vi\u1ec7c khai ph\u00e1 v\u00e0 ph\u00e2n t\u00edch.<\/p>\n<\/li>\n<li data-start=\"868\" data-end=\"1034\">\n<p data-start=\"870\" data-end=\"1034\"><strong data-start=\"870\" data-end=\"895\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> ch\u00ednh l\u00e0 b\u1ed9 n\u00e3o, \u0111\u1ea3m nhi\u1ec7m vi\u1ec7c h\u1ecdc h\u1ecfi, ph\u00e2n t\u00edch v\u00e0 ph\u00e1t hi\u1ec7n quy lu\u1eadt \u1ea9n s\u00e2u trong d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 b\u00e1o v\u00e0 quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh.<\/p>\n<\/li>\n<li data-start=\"1035\" data-end=\"1212\">\n<p data-start=\"1037\" data-end=\"1212\"><strong data-start=\"1037\" data-end=\"1064\">M\u1ea1ng m\u00e1y t\u00ednh (Network)<\/strong> l\u00e0 h\u1ec7 tu\u1ea7n ho\u00e0n, k\u1ebft n\u1ed1i m\u1ecdi th\u00e0nh ph\u1ea7n v\u1edbi n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 h\u1ea1 t\u1ea7ng 5G\/6G, \u0111\u1ea3m b\u1ea3o cho d\u00f2ng d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 l\u01b0u th\u00f4ng li\u1ec1n m\u1ea1ch.<\/p>\n<\/li>\n<li data-start=\"1213\" data-end=\"1367\">\n<p data-start=\"1215\" data-end=\"1367\">To\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 b\u1edfi <strong data-start=\"1252\" data-end=\"1284\">An ninh m\u1ea1ng (Cybersecurity)<\/strong> \u2013 t\u1ea5m khi\u00ean v\u1eefng ch\u1eafc gi\u00fap c\u01a1 th\u1ec3 s\u1ed1 lu\u00f4n an to\u00e0n tr\u01b0\u1edbc c\u00e1c m\u1ed1i \u0111e d\u1ecda to\u00e0n c\u1ea7u.<\/p>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ch\u00ednh n\u0103ng l\u1ef1c \u0111\u00e0o t\u1ea1o ra nh\u1eefng k\u1ef9 s\u01b0 c\u00f3 th\u1ec3 l\u00e0m ch\u1ee7 v\u00e0 t\u00edch h\u1ee3p nhu\u1ea7n nhuy\u1ec5n c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u00e3 t\u1ea1o n\u00ean gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i cho ng\u00e0nh h\u1ecdc.<\/span><\/p>\n<h3><b>Chuy\u1ec3n d\u1ecbch t\u1eeb &#8220;th\u1ef1c thi&#8221; sang &#8220;s\u00e1ng t\u1ea1o v\u00e0 l\u00e0m ch\u1ee7&#8221;<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">S\u1ef1 kh\u00e1c bi\u1ec7t mang t\u00ednh c\u00e1ch m\u1ea1ng nh\u1ea5t n\u1eb1m \u1edf vai tr\u00f2 c\u1ee7a ng\u01b0\u1eddi k\u1ef9 s\u01b0. N\u1ebfu chuy\u00ean gia IT truy\u1ec1n th\u1ed1ng t\u1eadp trung v\u00e0o vi\u1ec7c th\u1ef1c thi, v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec, \u0111\u1ea3m b\u1ea3o c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3 ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh, th\u00ec m\u1ed9t k\u1ef9 s\u01b0 C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh l\u1ea1i c\u00f3 vai tr\u00f2 ho\u00e0n to\u00e0n kh\u00e1c. H\u1ecd l\u00e0 nh\u1eefng ng\u01b0\u1eddi ki\u1ebfn t\u1ea1o, ch\u1ee7 \u0111\u1ed9ng x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc h\u1ecfi, t\u1ef1 t\u1ed1i \u01b0u v\u00e0 th\u1eadm ch\u00ed l\u00e0 t\u1ef1 s\u1eeda ch\u1eefa.<\/span><\/p>\n<figure id=\"attachment_1059\" aria-describedby=\"caption-attachment-1059\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-1059\" src=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/cac-ky-su-cong-nghe-thong-tin-thong-minh-co-vai-tro-kien-tao-xay-dung-cac-he-thong-tu-dong-hoc-hoi-toi-uu-sua-chua.webp\" alt=\"C\u00e1c k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh c\u00f3 vai tr\u00f2 ki\u1ebfn t\u1ea1o, x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u1ecdc h\u1ecfi, t\u1ed1i \u01b0u, s\u1eeda ch\u1eefa\" width=\"1200\" height=\"668\" title=\"\" srcset=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/cac-ky-su-cong-nghe-thong-tin-thong-minh-co-vai-tro-kien-tao-xay-dung-cac-he-thong-tu-dong-hoc-hoi-toi-uu-sua-chua.webp 1200w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/cac-ky-su-cong-nghe-thong-tin-thong-minh-co-vai-tro-kien-tao-xay-dung-cac-he-thong-tu-dong-hoc-hoi-toi-uu-sua-chua-800x445.webp 800w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/cac-ky-su-cong-nghe-thong-tin-thong-minh-co-vai-tro-kien-tao-xay-dung-cac-he-thong-tu-dong-hoc-hoi-toi-uu-sua-chua-768x428.webp 768w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/cac-ky-su-cong-nghe-thong-tin-thong-minh-co-vai-tro-kien-tao-xay-dung-cac-he-thong-tu-dong-hoc-hoi-toi-uu-sua-chua-18x10.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-1059\" class=\"wp-caption-text\">C\u00e1c k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh c\u00f3 vai tr\u00f2 ki\u1ebfn t\u1ea1o, x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u1ecdc h\u1ecfi, t\u1ed1i \u01b0u, s\u1eeda ch\u1eefa<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">H\u00e3y xem x\u00e9t m\u1ed9t v\u00ed d\u1ee5 \u0111\u01a1n gi\u1ea3n:<\/span><\/p>\n<p><b>&#8211; IT truy\u1ec1n th\u1ed1ng:<\/b><span style=\"font-weight: 400;\"> Ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 khi m\u1ed9t website th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed qu\u00e1 t\u1ea3i v\u00e0 s\u1eadp trong \u0111\u1ee3t khuy\u1ebfn m\u00e3i l\u1edbn. \u0110\u00e2y l\u00e0 h\u00e0nh \u0111\u1ed9ng mang t\u00ednh ph\u1ea3n \u1ee9ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8211; <\/span><b>C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh:<\/b><span style=\"font-weight: 400;\"> X\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng AI c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c n\u0103m tr\u01b0\u1edbc, d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c th\u1eddi \u0111i\u1ec3m l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp s\u1ebd t\u0103ng \u0111\u1ed9t bi\u1ebfn v\u00e0 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ph\u1ed1i t\u00e0i nguy\u00ean m\u00e1y ch\u1ee7 \u0111\u1ec3 ng\u0103n ch\u1eb7n s\u1ef1 c\u1ed1 tr\u01b0\u1edbc khi n\u00f3 x\u1ea3y ra. \u0110\u00e2y l\u00e0 h\u00e0nh \u0111\u1ed9ng ch\u1ee7 \u0111\u1ed9ng, mang t\u00ednh s\u00e1ng t\u1ea1o v\u00e0 tr\u1ef1c ti\u1ebfp t\u1ea1o ra doanh thu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb vai tr\u00f2 &#8220;ng\u01b0\u1eddi s\u1eeda ch\u1eefa&#8221; sang &#8220;ng\u01b0\u1eddi ki\u1ebfn t\u1ea1o t\u01b0\u01a1ng lai&#8221; \u0111\u00e3 n\u00e2ng t\u1ea7m gi\u00e1 tr\u1ecb c\u1ee7a ng\u01b0\u1eddi k\u1ef9 s\u01b0, bi\u1ebfn h\u1ecd th\u00e0nh &#8220;t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c&#8221; m\u00e0 b\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o c\u0169ng khao kh\u00e1t s\u1edf h\u1eefu.<\/span><\/p>\n<h2><b>Gi\u1ea3i m\u00e3 s\u1ee9c h\u00fat ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh: C\u01a1n kh\u00e1t nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao to\u00e0n c\u1ea7u<\/b><\/h2>\n<p>S\u1ef1 kh\u00e1c bi\u1ec7t mang t\u00ednh c\u00e1ch m\u1ea1ng c\u1ee7a c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh kh\u00f4ng ch\u1ec9 n\u1eb1m tr\u00ean trang l\u00fd thuy\u1ebft, m\u00e0 c\u00f2n t\u1ea1o n\u00ean m\u1ed9t l\u00e0n s\u00f3ng l\u00e0m rung chuy\u1ec3n th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u. Quy lu\u1eadt cung &#8211; c\u1ea7u m\u1ed9t l\u1ea7n n\u1eefa ch\u1ee9ng minh gi\u00e1 tr\u1ecb: khi m\u1ed9t ngu\u1ed3n l\u1ef1c v\u1eeba khan hi\u1ebfm v\u1eeba c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra \u0111\u1ed9t ph\u00e1, n\u00f3 l\u1eadp t\u1ee9c tr\u1edf n\u00ean v\u00f4 c\u00f9ng \u0111\u1eaft gi\u00e1. Ch\u00ednh \u0111i\u1ec1u n\u00e0y \u0111\u00e3 th\u1ed5i b\u00f9ng s\u1ee9c h\u00fat t\u00e0i ch\u00ednh v\u00e0 kh\u1edfi ngu\u1ed3n cho cu\u1ed9c \u0111ua s\u0103n \u0111\u00f3n nh\u00e2n t\u00e0i trong l\u0129nh v\u1ef1c C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh.<\/p>\n<figure id=\"attachment_1062\" aria-describedby=\"caption-attachment-1062\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-1062\" src=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nhan-tai-nganh-cong-nghe-thong-tin-thong-minh-duoc-nhan-muc-dai-ngo-ky-luc-vuot-xa-nganh-it-truyen-thong.webp\" alt=\"Nh\u00e2n t\u00e0i ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111\u01b0\u1ee3c nh\u1eadn m\u1ee9c \u0111\u00e3i ng\u1ed9 k\u1ef7 l\u1ee5c, v\u01b0\u1ee3t xa ng\u00e0nh IT truy\u1ec1n th\u1ed1ng\" width=\"1200\" height=\"668\" title=\"\" srcset=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nhan-tai-nganh-cong-nghe-thong-tin-thong-minh-duoc-nhan-muc-dai-ngo-ky-luc-vuot-xa-nganh-it-truyen-thong.webp 1200w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nhan-tai-nganh-cong-nghe-thong-tin-thong-minh-duoc-nhan-muc-dai-ngo-ky-luc-vuot-xa-nganh-it-truyen-thong-800x445.webp 800w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nhan-tai-nganh-cong-nghe-thong-tin-thong-minh-duoc-nhan-muc-dai-ngo-ky-luc-vuot-xa-nganh-it-truyen-thong-768x428.webp 768w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nhan-tai-nganh-cong-nghe-thong-tin-thong-minh-duoc-nhan-muc-dai-ngo-ky-luc-vuot-xa-nganh-it-truyen-thong-18x10.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-1062\" class=\"wp-caption-text\">Nh\u00e2n t\u00e0i ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111\u01b0\u1ee3c nh\u1eadn m\u1ee9c \u0111\u00e3i ng\u1ed9 k\u1ef7 l\u1ee5c, v\u01b0\u1ee3t xa ng\u00e0nh IT truy\u1ec1n th\u1ed1ng<\/figcaption><\/figure>\n<h3><b>Th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng ph\u00e2n h\u00f3a: Th\u1eeba nh\u00e2n l\u1ef1c c\u01a1 b\u1ea3n, thi\u1ebfu chuy\u00ean gia chuy\u00ean s\u00e2u<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">C\u00e1c b\u00e1o c\u00e1o nh\u00e2n s\u1ef1 trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y \u0111\u1ec1u ch\u1ec9 ra m\u1ed9t ngh\u1ecbch l\u00fd: th\u1ecb tr\u01b0\u1eddng c\u00f3 th\u1ec3 th\u1eeba l\u1eadp tr\u00ecnh vi\u00ean c\u01a1 b\u1ea3n, nh\u01b0ng l\u1ea1i thi\u1ebfu tr\u1ea7m tr\u1ecdng nh\u1eefng chuy\u00ean gia \u1edf t\u1ea7m cao h\u01a1n. Doanh nghi\u1ec7p ng\u00e0y nay kh\u00f4ng c\u00f2n ch\u1ec9 t\u00ecm ki\u1ebfm nh\u1eefng &#8220;ng\u01b0\u1eddi th\u1ee3 code&#8221; c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c thi c\u00e1c t\u00e1c v\u1ee5 ri\u00eang l\u1ebb. H\u1ecd c\u1ea7n nh\u1eefng &#8220;ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p&#8221;, nh\u1eefng ng\u01b0\u1eddi c\u00f3 th\u1ec3 nh\u00ecn th\u1ea5y b\u1ee9c tranh to\u00e0n c\u1ea3nh v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi \u0111\u1ec3 t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ed9t chuy\u00ean gia v\u1ec1 C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh kh\u00f4ng ch\u1ec9 vi\u1ebft code. H\u1ecd l\u00e0 ng\u01b0\u1eddi \u0111\u1eb7t ra c\u00e2u h\u1ecfi \u0111\u00fang, thi\u1ebft k\u1ebf c\u00e1c h\u1ec7 th\u1ed1ng AI ph\u1ee9c t\u1ea1p, khai ph\u00e1 nh\u1eefng insight \u0111\u1eaft gi\u00e1 t\u1eeb d\u1eef li\u1ec7u v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u0103ng l\u1ef1c t\u01b0 duy h\u1ec7 th\u1ed1ng, s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 kh\u1ea3 n\u0103ng l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 m\u1edbi l\u00e0 m\u1ed9t t\u1ed5 h\u1ee3p k\u1ef9 n\u0103ng c\u1ef1c k\u1ef3 hi\u1ebfm. Ch\u00ednh s\u1ef1 khan hi\u1ebfm n\u00e0y \u0111\u00e3 \u0111\u1ea9y m\u1ee9c \u0111\u00e3i ng\u1ed9 cho c\u00e1c chuy\u00ean gia trong ng\u00e0nh l\u00ean nh\u1eefng con s\u1ed1 k\u1ef7 l\u1ee5c, v\u01b0\u1ee3t xa m\u1eb7t b\u1eb1ng chung c\u1ee7a ng\u00e0nh IT truy\u1ec1n th\u1ed1ng.<\/span><\/p>\n<h3><b>\u0110\u1ea7u t\u01b0 v\u00e0o nh\u00e2n s\u1ef1 l\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0o t\u01b0\u01a1ng lai c\u1ee7a doanh nghi\u1ec7p<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">T\u1eeb g\u00f3c \u0111\u1ed9 doanh nghi\u1ec7p, vi\u1ec7c chi\u00eau m\u1ed9 m\u1ed9t t\u00e0i n\u0103ng trong ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh kh\u00f4ng \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t kho\u1ea3n chi ph\u00ed v\u1eadn h\u00e0nh, m\u00e0 l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 chi\u1ebfn l\u01b0\u1ee3c cho t\u01b0\u01a1ng lai. Trong k\u1ef7 nguy\u00ean s\u1ed1, vi\u1ec7c ch\u1eadm ch\u00e2n trong \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ed3ng ngh\u0129a v\u1edbi nguy c\u01a1 b\u1ecb t\u1ee5t h\u1eadu, th\u1eadm ch\u00ed l\u00e0 b\u1ecb \u0111\u00e0o th\u1ea3i kh\u1ecfi cu\u1ed9c ch\u01a1i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn trong m\u1ecdi l\u0129nh v\u1ef1c t\u1eeb ng\u00e2n h\u00e0ng, vi\u1ec5n th\u00f4ng, y t\u1ebf, s\u1ea3n xu\u1ea5t cho \u0111\u1ebfn logistics \u0111\u1ec1u hi\u1ec3u r\u00f5 \u0111i\u1ec1u n\u00e0y. M\u1ed9t h\u1ec7 th\u1ed1ng AI gi\u00fap ng\u00e2n h\u00e0ng ph\u00e1t hi\u1ec7n giao d\u1ecbch gian l\u1eadn c\u00f3 th\u1ec3 c\u1ee9u v\u00e3n h\u00e0ng tri\u1ec7u \u0111\u00f4 la. M\u1ed9t m\u00f4 h\u00ecnh Big Data gi\u00fap chu\u1ed7i b\u00e1n l\u1ebb c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 t\u0103ng doanh thu l\u00ean h\u00e0ng ch\u1ee5c ph\u1ea7n tr\u0103m. C\u00e1c gi\u1ea3i ph\u00e1p IoT gi\u00fap nh\u00e0 m\u00e1y t\u1ed1i \u01b0u h\u00f3a d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed kh\u1ed5ng l\u1ed3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do \u0111\u00f3, m\u1ee9c l\u01b0\u01a1ng cao m\u00e0 c\u00e1c c\u00f4ng ty s\u1eb5n s\u00e0ng chi tr\u1ea3 ch\u00ednh l\u00e0 kho\u1ea3n \u0111\u1ea7u t\u01b0 \u0111\u1ec3 s\u1edf h\u1eefu lo\u1ea1i v\u0169 kh\u00ed c\u1ea1nh tranh s\u1eafc b\u00e9n nh\u1ea5t. Nh\u00e2n s\u1ef1 ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh ch\u00ednh l\u00e0 t\u00e0i s\u1ea3n c\u1ed1t l\u00f5i, l\u00e0 \u0111\u1ed9ng c\u01a1 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o gi\u00fap doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 t\u1ed3n t\u1ea1i m\u00e0 c\u00f2n d\u1eabn \u0111\u1ea7u trong m\u1ed9t th\u1ebf gi\u1edbi \u0111\u1ea7y bi\u1ebfn \u0111\u1ed9ng.<\/span><\/p>\n<h2><b>Nh\u1eefng vai tr\u00f2 c\u00f4ng vi\u1ec7c then ch\u1ed1t trong n\u1ec1n kinh t\u1ebf s\u1ed1<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 v\u1ebd l\u1ea1i b\u1ea3n \u0111\u1ed3 ngh\u1ec1 nghi\u1ec7p, t\u1ea1o ra nh\u1eefng v\u1ecb tr\u00ed m\u00e0 ch\u1ec9 m\u1ed9t th\u1eadp k\u1ef7 tr\u01b0\u1edbc c\u00f2n ch\u01b0a t\u1ed3n t\u1ea1i. T\u1ea5m b\u1eb1ng c\u1eed nh\u00e2n ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh l\u00e0 t\u1ea5m v\u00e9 th\u00f4ng h\u00e0nh \u0111\u1ebfn nh\u1eefng v\u1ecb tr\u00ed s\u1ef1 nghi\u1ec7p h\u1ea5p d\u1eabn v\u00e0 c\u00f3 t\u1ea7m \u1ea3nh h\u01b0\u1edfng trong n\u1ec1n kinh t\u1ebf s\u1ed1.\u00a0<\/span><\/p>\n<figure id=\"attachment_1061\" aria-describedby=\"caption-attachment-1061\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-1061\" src=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/sinh-vien-cong-nghe-thong-tin-thong-minh-sau-khi-tot-nghiep-da-giu-nhieu-vai-tro-cong-viec-then-chot-trong-nen-kinh-te-so.webp\" alt=\"Sinh vi\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh sau khi t\u1ed1t nghi\u1ec7p \u0111\u00e3 gi\u1eef nhi\u1ec1u vai tr\u00f2 c\u00f4ng vi\u1ec7c then ch\u1ed1t trong n\u1ec1n kinh t\u1ebf s\u1ed1\" width=\"1200\" height=\"668\" title=\"\" srcset=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/sinh-vien-cong-nghe-thong-tin-thong-minh-sau-khi-tot-nghiep-da-giu-nhieu-vai-tro-cong-viec-then-chot-trong-nen-kinh-te-so.webp 1200w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/sinh-vien-cong-nghe-thong-tin-thong-minh-sau-khi-tot-nghiep-da-giu-nhieu-vai-tro-cong-viec-then-chot-trong-nen-kinh-te-so-800x445.webp 800w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/sinh-vien-cong-nghe-thong-tin-thong-minh-sau-khi-tot-nghiep-da-giu-nhieu-vai-tro-cong-viec-then-chot-trong-nen-kinh-te-so-768x428.webp 768w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/sinh-vien-cong-nghe-thong-tin-thong-minh-sau-khi-tot-nghiep-da-giu-nhieu-vai-tro-cong-viec-then-chot-trong-nen-kinh-te-so-18x10.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-1061\" class=\"wp-caption-text\">Sinh vi\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh sau khi t\u1ed1t nghi\u1ec7p \u0111\u00e3 gi\u1eef nhi\u1ec1u vai tr\u00f2 c\u00f4ng vi\u1ec7c then ch\u1ed1t trong n\u1ec1n kinh t\u1ebf s\u1ed1<\/figcaption><\/figure>\n<h3><b>K\u1ef9 s\u01b0 AI v\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u: Nh\u1eefng ng\u01b0\u1eddi bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh quy\u1ebft s\u00e1ch<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 nh\u1eefng v\u1ecb tr\u00ed \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 b\u1ed9 n\u00e3o c\u1ee7a c\u00e1c doanh nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i. Thay v\u00ec ch\u1ec9 x\u1eed l\u00fd th\u00f4ng tin, m\u1ed9t K\u1ef9 s\u01b0 AI hay Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 nhi\u1ec7m v\u1ee5 &#8220;d\u1ea1y&#8221; cho m\u00e1y m\u00f3c kh\u1ea3 n\u0103ng suy ngh\u0129, h\u1ecdc h\u1ecfi v\u00e0 d\u1ef1 \u0111o\u00e1n.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00f4ng vi\u1ec7c n\u00e0y c\u00f3 nhi\u1ec7m v\u1ee5 khai ph\u00e1 nh\u1eefng hi\u1ec3u bi\u1ebft \u1ea9n s\u00e2u trong nh\u1eefng t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, t\u1eeb \u0111\u00f3 gi\u00fap doanh nghi\u1ec7p th\u1ea5u hi\u1ec3u h\u00e0nh vi kh\u00e1ch h\u00e0ng, t\u1ed1i \u01b0u quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c. M\u1ed9t chuy\u00ean gia trong l\u0129nh v\u1ef1c C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u1edf vai tr\u00f2 n\u00e0y c\u00f3 th\u1ec3 t\u1ea1o ra t\u00e1c \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn l\u1ee3i nhu\u1eadn c\u1ee7a c\u1ea3 m\u1ed9t t\u1eadp \u0111o\u00e0n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Theo B\u00e1o c\u00e1o Th\u1ecb tr\u01b0\u1eddng IT Vi\u1ec7t Nam c\u1ee7a TopDev, nh\u00f3m ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u li\u00ean t\u1ee5c n\u1eb1m trong top nh\u1eefng l\u0129nh v\u1ef1c c\u00f3 m\u1ee9c l\u01b0\u01a1ng cao nh\u1ea5t v\u00e0 \u0111\u01b0\u1ee3c c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng s\u0103n \u0111\u00f3n nhi\u1ec1u nh\u1ea5t. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y nhu c\u1ea7u c\u1ea5p thi\u1ebft c\u1ee7a th\u1ecb tr\u01b0\u1eddng \u0111\u1ed1i v\u1edbi c\u00e1c chuy\u00ean gia c\u00f3 kh\u1ea3 n\u0103ng bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh gi\u00e1 tr\u1ecb.<\/span><\/p>\n<h3><b>K\u1ef9 s\u01b0 M\u1ea1ng m\u00e1y t\u00ednh: Nh\u1eefng ng\u01b0\u1eddi ki\u1ebfn t\u1ea1o \u201ch\u1ec7 tu\u1ea7n ho\u00e0n\u201d c\u1ee7a th\u1ebf gi\u1edbi s\u1ed1\u00a0<\/b><\/h3>\n<p>N\u1ebfu AI v\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c xem l\u00e0 b\u1ed9 n\u00e3o, th\u00ec h\u1ec7 th\u1ed1ng m\u1ea1ng ch\u00ednh l\u00e0 m\u1ea1ch m\u00e1u nu\u00f4i s\u1ed1ng to\u00e0n b\u1ed9 n\u1ec1n kinh t\u1ebf s\u1ed1. K\u1ef9 s\u01b0 M\u1ea1ng m\u00e1y t\u00ednh kh\u00f4ng ch\u1ec9 \u0111\u1ea3m b\u1ea3o k\u1ebft n\u1ed1i th\u00f4ng su\u1ed1t, m\u00e0 c\u00f2n x\u00e2y d\u1ef1ng, qu\u1ea3n l\u00fd v\u00e0 t\u1ed1i \u01b0u h\u1ea1 t\u1ea7ng m\u1ea1ng t\u1eeb \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y cho t\u1edbi 5G\/6G, gi\u00fap d\u1eef li\u1ec7u l\u01b0u th\u00f4ng nhanh ch\u00f3ng, an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3. C\u00f4ng vi\u1ec7c n\u00e0y gi\u1eef vai tr\u00f2 n\u1ec1n t\u1ea3ng: t\u1eeb m\u1ed9t \u1ee9ng d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, m\u1ed9t n\u1ec1n t\u1ea3ng m\u1ea1ng x\u00e3 h\u1ed9i, cho t\u1edbi nh\u1eefng h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n c\u00f4ng nghi\u1ec7p, t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u1ea7n m\u1ed9t h\u1ea1 t\u1ea7ng m\u1ea1ng v\u1eefng ch\u1eafc \u0111\u1ec3 v\u1eadn h\u00e0nh. M\u1ed9t k\u1ef9 s\u01b0 m\u1ea1ng gi\u1ecfi c\u00f3 th\u1ec3 quy\u1ebft \u0111\u1ecbnh \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh, t\u00ednh b\u1ea3o m\u1eadt v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng c\u1ee7a c\u1ea3 m\u1ed9t h\u1ec7 th\u1ed1ng to\u00e0n c\u1ea7u.<\/p>\n<p>Theo nhi\u1ec1u b\u00e1o c\u00e1o nh\u00e2n l\u1ef1c IT, chuy\u00ean gia v\u1ec1 m\u1ea1ng v\u00e0 h\u1ea1 t\u1ea7ng s\u1ed1 lu\u00f4n n\u1eb1m trong nh\u00f3m ngh\u1ec1 nghi\u1ec7p c\u00f3 nhu c\u1ea7u cao, khi doanh nghi\u1ec7p ng\u00e0y c\u00e0ng chuy\u1ec3n d\u1ecbch sang \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, \u0111i\u1ec7n to\u00e1n bi\u00ean v\u00e0 c\u00e1c m\u00f4 h\u00ecnh l\u00e0m vi\u1ec7c t\u1eeb xa. \u0110i\u1ec1u \u0111\u00f3 cho th\u1ea5y vai tr\u00f2 kh\u00f4ng th\u1ec3 thay th\u1ebf c\u1ee7a c\u00e1c k\u1ef9 s\u01b0 m\u1ea1ng trong vi\u1ec7c duy tr\u00ec \u201cd\u00f2ng ch\u1ea3y\u201d c\u1ee7a k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n<h3><b>Chuy\u00ean gia An ninh m\u1ea1ng\u00a0<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Cybersecurity ch\u00ednh l\u00e0 h\u1ec7 x\u01b0\u01a1ng s\u1ed1ng v\u00e0 h\u1ec7 mi\u1ec5n d\u1ecbch c\u1ee7a m\u1ecdi t\u1ed5 ch\u1ee9c s\u1ed1. Chuy\u00ean gia An ninh m\u1ea1ng (Security Specialist, Ethical Hacker) l\u00e0 c\u00f3 nhi\u1ec7m v\u1ee5 b\u1ea3o v\u1ec7 t\u00e0i s\u1ea3n s\u1ed1 qu\u00fd gi\u00e1 c\u1ee7a doanh nghi\u1ec7p tr\u01b0\u1edbc nh\u1eefng cu\u1ed9c t\u1ea5n c\u00f4ng ng\u00e0y c\u00e0ng tinh vi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u1ef1 ph\u00e1t tri\u1ec3n b\u00f9ng n\u1ed5 c\u1ee7a chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u00e3 khi\u1ebfn nhu c\u1ea7u nh\u00e2n l\u1ef1c trong l\u0129nh v\u1ef1c n\u00e0y t\u0103ng v\u1ecdt. C\u00e1c th\u1ed1ng k\u00ea t\u1eeb Hi\u1ec7p h\u1ed9i An to\u00e0n Th\u00f4ng tin Vi\u1ec7t Nam (VNISA) th\u01b0\u1eddng xuy\u00ean ch\u1ec9 ra s\u1ef1 thi\u1ebfu h\u1ee5t nh\u00e2n l\u1ef1c tr\u1ea7m tr\u1ecdng trong l\u0129nh v\u1ef1c an ninh m\u1ea1ng, khi\u1ebfn c\u00e1c chuy\u00ean gia c\u00f3 n\u0103ng l\u1ef1c lu\u00f4n \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n v\u1edbi m\u1ee9c \u0111\u00e3i ng\u1ed9 v\u01b0\u1ee3t tr\u1ed9i.\u00a0<\/span><\/p>\n<h3><b>Nh\u00e0 ph\u00e1t tri\u1ec3n IoT, h\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 nh\u00f3m ng\u00e0nh mang C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a ch\u00fang ta. C\u00e1c K\u1ef9 s\u01b0 IoT v\u00e0 H\u1ec7 th\u1ed1ng nh\u00fang (IoT\/Embedded Engineer) l\u00e0 ng\u01b0\u1eddi &#8220;th\u1ed5i h\u1ed3n&#8221; v\u00e0o c\u00e1c v\u1eadt th\u1ec3 v\u1eadt l\u00fd, bi\u1ebfn ch\u00fang th\u00e0nh c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i v\u00e0 giao ti\u1ebfp.<\/span><\/p>\n<figure id=\"attachment_1058\" aria-describedby=\"caption-attachment-1058\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-1058\" src=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nha-phat-trien-iot-he-thong-nhung-va-ung-dung-di-dong-la-cac-vi-tri-cong-viec-mang-cong-nghe-thong-tin-thong-minh-den-gan-hon-voi-cuoc-song-hang-ngay.webp\" alt=\"Nh\u00e0 ph\u00e1t tri\u1ec3n IoT, h\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng l\u00e0 c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c mang c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y\" width=\"1200\" height=\"668\" title=\"\" srcset=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nha-phat-trien-iot-he-thong-nhung-va-ung-dung-di-dong-la-cac-vi-tri-cong-viec-mang-cong-nghe-thong-tin-thong-minh-den-gan-hon-voi-cuoc-song-hang-ngay.webp 1200w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nha-phat-trien-iot-he-thong-nhung-va-ung-dung-di-dong-la-cac-vi-tri-cong-viec-mang-cong-nghe-thong-tin-thong-minh-den-gan-hon-voi-cuoc-song-hang-ngay-800x445.webp 800w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nha-phat-trien-iot-he-thong-nhung-va-ung-dung-di-dong-la-cac-vi-tri-cong-viec-mang-cong-nghe-thong-tin-thong-minh-den-gan-hon-voi-cuoc-song-hang-ngay-768x428.webp 768w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/nha-phat-trien-iot-he-thong-nhung-va-ung-dung-di-dong-la-cac-vi-tri-cong-viec-mang-cong-nghe-thong-tin-thong-minh-den-gan-hon-voi-cuoc-song-hang-ngay-18x10.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-1058\" class=\"wp-caption-text\">Nh\u00e0 ph\u00e1t tri\u1ec3n IoT, h\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng l\u00e0 c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c mang c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Song song \u0111\u00f3, c\u00e1c Nh\u00e0 ph\u00e1t tri\u1ec3n \u1ee8ng d\u1ee5ng di \u0111\u1ed9ng (Mobile Developer) tr\u00ean n\u1ec1n t\u1ea3ng Android, iOS hay c\u00e1c framework \u0111a n\u1ec1n t\u1ea3ng nh\u01b0 Flutter, React Native, ch\u00ednh l\u00e0 ng\u01b0\u1eddi t\u1ea1o ra c\u00e1nh c\u1ed5ng \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi s\u1ed1 \u0111\u00f3.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00f4ng vi\u1ec7c n\u00e0y c\u00f3 nhi\u1ec7m v\u1ecb x\u00e2y d\u1ef1ng nh\u1eefng \u1ee9ng d\u1ee5ng m\u01b0\u1ee3t m\u00e0, ti\u1ec7n l\u1ee3i, gi\u00fap ch\u00fang ta \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb IoT, mua s\u1eafm, h\u1ecdc t\u1eadp v\u00e0 gi\u1ea3i tr\u00ed ch\u1ec9 qua v\u00e0i c\u00fa ch\u1ea1m. C\u00e1c d\u1ef1 b\u00e1o th\u1ecb tr\u01b0\u1eddng \u0111\u1ec1u cho th\u1ea5y quy m\u00f4 th\u1ecb tr\u01b0\u1eddng IoT v\u00e0 doanh thu t\u1eeb \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng t\u1ea1i Vi\u1ec7t Nam s\u1ebd ti\u1ebfp t\u1ee5c t\u0103ng tr\u01b0\u1edfng m\u1ea1nh m\u1ebd, k\u00e9o theo nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng kh\u1ed5ng l\u1ed3 cho c\u00e1c v\u1ecb tr\u00ed n\u00e0y.<\/span><\/p>\n<h2><b>L\u1ef1a ch\u1ecdn b\u1ec7 ph\u00f3ng: N\u1ec1n t\u1ea3ng n\u00e0o cho m\u1ed9t k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Sau khi \u0111\u00e3 th\u1ea5y r\u00f5 ti\u1ec1m n\u0103ng t\u00e0i ch\u00ednh v\u00e0 nh\u1eefng v\u1ecb tr\u00ed s\u1ef1 nghi\u1ec7p \u0111\u1eaft gi\u00e1, c\u00e2u h\u1ecfi ti\u1ebfp theo v\u00e0 quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi c\u00e1c b\u1ea1n tr\u1ebb ch\u00ednh l\u00e0: C\u1ea7n m\u1ed9t b\u1ec7 ph\u00f3ng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 chinh ph\u1ee5c l\u0129nh v\u1ef1c \u0111\u1ea7y th\u1eed th\u00e1ch n\u00e0y?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Th\u1ef1c t\u1ebf cho th\u1ea5y, ki\u1ebfn th\u1ee9c l\u00fd thuy\u1ebft su\u00f4ng t\u1eeb gi\u1ea3ng \u0111\u01b0\u1eddng truy\u1ec1n th\u1ed1ng l\u00e0 kh\u00f4ng \u0111\u1ee7. \u0110\u1ec3 th\u1eadt s\u1ef1 l\u00e0m ch\u1ee7 v\u00e0 th\u00e0nh c\u00f4ng trong ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh, vi\u1ec7c l\u1ef1a ch\u1ecdn m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o ph\u00f9 h\u1ee3p, m\u1ed9t n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc, mang y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh.<\/span><\/p>\n<h3><b>M\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o g\u1eafn li\u1ec1n th\u1ef1c ti\u1ec5n v\u00e0 h\u1ec7 sinh th\u00e1i doanh nghi\u1ec7p<\/b><\/h3>\n<p>B\u1ea3n ch\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7 n\u1eb1m \u1edf \u1ee9ng d\u1ee5ng. V\u00ec th\u1ebf, m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o hi\u1ec7u qu\u1ea3 kh\u00f4ng th\u1ec3 d\u1eebng \u1edf l\u00fd thuy\u1ebft, m\u00e0 ph\u1ea3i g\u1eafn ch\u1eb7t v\u1edbi th\u1ef1c ti\u1ec5n. Sinh vi\u00ean c\u1ea7n v\u1eeba n\u1eafm v\u1eefng ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng, v\u1eeba t\u00edch l\u0169y kinh nghi\u1ec7m gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n th\u1ef1c t\u1ebf \u2013 y\u1ebfu t\u1ed1 m\u00e0 doanh nghi\u1ec7p lu\u00f4n t\u00ecm ki\u1ebfm \u1edf \u1ee9ng vi\u00ean. Ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp qua d\u1ef1 \u00e1n (Project-Based Learning) v\u00e0 h\u1ecdc ch\u1ee7 \u0111\u1ed9ng (Active Learning) ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a, gi\u00fap sinh vi\u00ean chuy\u1ec3n t\u1eeb ng\u01b0\u1eddi h\u1ecdc th\u1ee5 \u0111\u1ed9ng th\u00e0nh ng\u01b0\u1eddi ki\u1ebfn t\u1ea1o ch\u1ee7 \u0111\u1ed9ng.<\/p>\n<p>M\u1ed9t minh ch\u1ee9ng \u0111i\u1ec3n h\u00ecnh cho m\u00f4 h\u00ecnh n\u00e0y l\u00e0 s\u1ef1 h\u1ee3p t\u00e1c qu\u1ed1c t\u1ebf gi\u1eefa <a href=\"https:\/\/www.metropolia.fi\/en\" rel=\"nofollow noopener\" target=\"_blank\">\u0110\u1ea1i h\u1ecdc Metropolia<\/a> (Ph\u1ea7n Lan) v\u00e0 Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT, T\u1eadp \u0111o\u00e0n FPT mang t\u00ean <a href=\"https:\/\/metropolia.edu.vn\/\">Finland Metropolia Vietnam<\/a> \u2013 n\u01a1i tri\u1ebft l\u00fd gi\u00e1o d\u1ee5c \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c tri\u1ec3n khai tr\u1ecdn v\u1eb9n th\u00f4ng qua s\u1ef1 \u0111\u1ed3ng h\u00e0nh c\u00f9ng doanh nghi\u1ec7p.<\/p>\n<p><span style=\"font-weight: 400;\">T\u1ea1i \u0111\u00e2y, sinh vi\u00ean kh\u00f4ng h\u1ecdc chay l\u00fd thuy\u1ebft m\u00e0 \u0111\u01b0\u1ee3c tham gia tr\u1ef1c ti\u1ebfp v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf trong h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 c\u1ee7a T\u1eadp \u0111o\u00e0n FPT v\u00e0 \u0111\u1ed1i t\u00e1c qu\u1ed1c t\u1ebf ngay t\u1eeb nh\u1eefng n\u0103m \u0111\u1ea7u. \u0110\u1eb7c bi\u1ec7t, Metropolia c\u00f3 m\u1ea1ng l\u01b0\u1edbi \u0111\u1ed1i t\u00e1c m\u1ea1nh m\u1ebd t\u1eeb Nokia, Kone, Microsoft, c\u00e1c start-up c\u00f4ng ngh\u1ec7 Ph\u1ea7n Lan v\u00e0 EU. Nh\u1edd v\u1eady, c\u00e1c d\u1ef1 \u00e1n h\u1ecdc t\u1eadp th\u01b0\u1eddng c\u00f3 mentor t\u1eeb doanh nghi\u1ec7p, sinh vi\u00ean \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t v\u00e0 c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p th\u1ef1c t\u1ebf. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c \u0111\u01b0\u1ee3c l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u00e0i to\u00e1n th\u1eadt, d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a c\u00e1c chuy\u00ean gia gi\u00e0u kinh nghi\u1ec7m, gi\u00fap sinh vi\u00ean t\u00edch l\u0169y kinh nghi\u1ec7m qu\u00fd b\u00e1u v\u00e0 x\u00e2y d\u1ef1ng h\u1ed3 s\u01a1 chuy\u00ean nghi\u1ec7p ngay khi c\u00f2n ng\u1ed3i tr\u00ean gh\u1ebf nh\u00e0 tr\u01b0\u1eddng.<\/span><\/p>\n<figure id=\"attachment_1056\" aria-describedby=\"caption-attachment-1056\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-1056\" src=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/mo-hinh-dao-tao-nganh-cong-nghe-thong-tin-thong-minh-tai-finland-metropolia-vietnam-gan-lien-thuc-tien-va-he-sinh-thai-doanh-nghiep.webp\" alt=\"M\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Finland Metropolia Vietnam g\u1eafn li\u1ec1n th\u1ef1c ti\u1ec5n v\u00e0 h\u1ec7 sinh th\u00e1i doanh nghi\u1ec7p\" width=\"1200\" height=\"668\" title=\"\" srcset=\"https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/mo-hinh-dao-tao-nganh-cong-nghe-thong-tin-thong-minh-tai-finland-metropolia-vietnam-gan-lien-thuc-tien-va-he-sinh-thai-doanh-nghiep.webp 1200w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/mo-hinh-dao-tao-nganh-cong-nghe-thong-tin-thong-minh-tai-finland-metropolia-vietnam-gan-lien-thuc-tien-va-he-sinh-thai-doanh-nghiep-800x445.webp 800w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/mo-hinh-dao-tao-nganh-cong-nghe-thong-tin-thong-minh-tai-finland-metropolia-vietnam-gan-lien-thuc-tien-va-he-sinh-thai-doanh-nghiep-768x428.webp 768w, https:\/\/metropolia.edu.vn\/wp-content\/uploads\/2025\/09\/mo-hinh-dao-tao-nganh-cong-nghe-thong-tin-thong-minh-tai-finland-metropolia-vietnam-gan-lien-thuc-tien-va-he-sinh-thai-doanh-nghiep-18x10.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-1056\" class=\"wp-caption-text\">M\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Finland Metropolia Vietnam g\u1eafn li\u1ec1n th\u1ef1c ti\u1ec5n v\u00e0 h\u1ec7 sinh th\u00e1i doanh nghi\u1ec7p<\/figcaption><\/figure>\n<h3><b>Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc \u0111\u00f3n \u0111\u1ea7u xu h\u01b0\u1edbng v\u1edbi tri\u1ebft l\u00fd \u201cH\u1ecdc \u1ee9ng d\u1ee5ng \u2013 L\u00e0m to\u00e0n c\u1ea7u\u201d<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i t\u1eebng ng\u00e0y, do \u0111\u00f3 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc ti\u00ean ti\u1ebfn ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng c\u1eadp nh\u1eadt v\u00e0 \u0111i tr\u01b0\u1edbc xu h\u01b0\u1edbng. M\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh hi\u1ec7u qu\u1ea3 ph\u1ea3i c\u00f3 n\u1ed9i dung t\u1eadp trung s\u00e2u v\u00e0o c\u00e1c tr\u1ee5 c\u1ed9t c\u00f4ng ngh\u1ec7 c\u1ee7a t\u01b0\u01a1ng lai nh\u01b0: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet of Things (IoT), M\u1ea1ng m\u00e1y t\u00ednh (Network), D\u1eef li\u1ec7u l\u1edbn (Big Data &amp; Analytics), An ninh m\u1ea1ng (Cybersecurity).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tri\u1ebft l\u00fd \u0111\u00e0o t\u1ea1o \u201cH\u1ecdc \u1ee9ng d\u1ee5ng \u2013 L\u00e0m to\u00e0n c\u1ea7u\u201d c\u1ee7a Finland Metropolia Vietnam l\u00e0 m\u1ed9t minh ch\u1ee9ng r\u00f5 n\u00e9t cho c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y. B\u00ean c\u1ea1nh vi\u1ec7c trang b\u1ecb ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u, ch\u01b0\u01a1ng tr\u00ecnh c\u00f2n ch\u00fa tr\u1ecdng ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c c\u00f4ng d\u00e2n to\u00e0n c\u1ea7u, bao g\u1ed3m ngo\u1ea1i ng\u1eef, k\u1ef9 n\u0103ng m\u1ec1m v\u00e0 t\u01b0 duy \u0111a v\u0103n h\u00f3a.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u01a1 h\u1ed9i tham gia c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh trao \u0111\u1ed5i, th\u1ef1c t\u1eadp t\u1ea1i Ph\u1ea7n Lan v\u00e0 ch\u00e2u \u00c2u \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u1eb5n trong l\u1ed9 tr\u00ecnh h\u1ecdc, gi\u00fap sinh vi\u00ean s\u1edbm c\u1ecd x\u00e1t v\u1edbi m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c qu\u1ed1c t\u1ebf. Nh\u1edd \u0111\u00f3 c\u00f3 th\u1ec3 chu\u1ea9n b\u1ecb h\u00e0nh trang \u0111\u1ec3 t\u1ef1 tin gia nh\u1eadp th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng ch\u1ea5t l\u01b0\u1ee3ng cao \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u tr\u00ean th\u1ebf gi\u1edbi.<\/span><\/p>\n<p>S\u1ee9c h\u00fat c\u1ee7a ng\u00e0nh <span style=\"font-weight: 400;\"><a href=\"https:\/\/metropolia.edu.vn\/nganh-hoc\/\">C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh<\/a> <\/span>kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t xu h\u01b0\u1edbng nh\u1ea5t th\u1eddi, m\u00e0 l\u00e0 h\u1ec7 qu\u1ea3 t\u1ea5t y\u1ebfu t\u1eeb gi\u00e1 tr\u1ecb mang t\u00ednh c\u00e1ch m\u1ea1ng m\u00e0 n\u00f3 t\u1ea1o ra, c\u00f9ng v\u1edbi s\u1ef1 khan hi\u1ebfm nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao tr\u00ean to\u00e0n c\u1ea7u. Vi\u1ec7c theo h\u1ecdc m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o hi\u1ec7n \u0111\u1ea1i, g\u1eafn li\u1ec1n v\u1edbi th\u1ef1c ti\u1ec5n v\u00e0 mang t\u1ea7m nh\u00ecn qu\u1ed1c t\u1ebf kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn h\u1ecdc t\u1eadp, m\u00e0 c\u00f2n l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 chi\u1ebfn l\u01b0\u1ee3c \u2013 th\u00f4ng minh v\u00e0 b\u1ec1n v\u1eefng \u2013 cho s\u1ef1 nghi\u1ec7p v\u1eefng ch\u1eafc, gi\u00e0u ti\u1ec1m n\u0103ng trong n\u1ec1n kinh t\u1ebf s\u1ed1 t\u01b0\u01a1ng lai.<\/p>\n<p>\u0110\u0103ng k\u00fd t\u00ecm hi\u1ec3u ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh &#8211; Finland Metropolia Vietnam t\u1ea1i:<\/p>\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f15-o1\" lang=\"vi\" dir=\"ltr\" data-wpcf7-id=\"15\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/1055#wpcf7-f15-o1\" method=\"post\" class=\"wpcf7-form init bw-wpcf7-form\" aria-label=\"Form li\u00ean h\u1ec7\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"15\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"vi\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f15-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<div class=\"wpcf7-turnstile cf-turnstile\" data-sitekey=\"0x4AAAAAABmTNWPN28HGt1kj\" data-response-field-name=\"_wpcf7_turnstile_response\"><\/div>\n\n<div class=\"row row-small\">\n\t<div class=\"col medium-4 small-12 large-4\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><label for=\"your-name\">H\u1ecd v\u00e0 t\u00ean *<\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"H\u1ecd v\u00e0 t\u00ean*\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"col medium-4 small-6 large-4\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><label for=\"your-phone\">S\u1ed1 \u0111i\u1ec7n tho\u1ea1i *<\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"S\u1ed1 \u0111i\u1ec7n tho\u1ea1i *\" value=\"\" type=\"text\" name=\"your-phone\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"col medium-4 small-6 large-4\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><label for=\"your-email\">\u0110\u1ecba ch\u1ec9 email *<\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" id=\"your-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email *\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"col medium-6 small-12 large-6\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><label for=\"your-major\">Ng\u00e0nh h\u1ecdc<\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-major\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"your-major\" aria-invalid=\"false\" name=\"your-major\"><option value=\"\">- Ng\u00e0nh h\u1ecdc quan t\u00e2m -<\/option><option value=\"C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh\">C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh<\/option><option value=\"Qu\u1ea3n tr\u1ecb kinh doanh\">Qu\u1ea3n tr\u1ecb kinh doanh<\/option><\/select><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"col medium-6 small-12 large-6\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><label for=\"your-campus\">C\u01a1 s\u1edf<\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-campus\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"your-campus\" aria-invalid=\"false\" name=\"your-campus\"><option value=\"\">- C\u01a1 s\u1edf mu\u1ed1n h\u1ecdc -<\/option><option value=\"H\u00e0 N\u1ed9i\">H\u00e0 N\u1ed9i<\/option><\/select><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"col medium-12 small-12 large-12\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><label for=\"your-message\">Nh\u1eadp n\u1ed9i dung<\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"3\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" id=\"your-message\" aria-invalid=\"false\" placeholder=\"Y\u00eau c\u1ea7u ho\u1eb7c c\u00e1c c\u00e2u h\u1ecfi kh\u00e1c\" name=\"your-message\"><\/textarea><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"col medium-12 small-12 large-12 text-center no-pb-col\">\n\t\t<div class=\"col-inner\">\n\t\t\t<p><button type=\"submit\" class=\"wpcf7-form-control wpcf7-submit button primary is-large\"><span>\u0110\u0103ng K\u00fd<\/span><i class=\"icon-angle-right\" aria-hidden=\"true\"><\/i><\/button>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Trong b\u1ed1i c\u1ea3nh kinh t\u1ebf s\u1ed1 b\u00f9ng n\u1ed5, vai tr\u00f2 c\u1ee7a c\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng \u0111ang d\u1ea7n thay \u0111\u1ed5i. Thay v\u00e0o \u0111\u00f3, c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh v\u1edbi c\u00e1c tr\u1ee5 c\u1ed9t g\u1ed3m: AI, IoT, Network, Big Data, Cybersecurity \u0111ang tr\u1ed7i d\u1eady nh\u01b0 m\u1ed9t \u2018m\u1ecf v\u00e0ng\u2019 c\u1ee7a th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng. \u0110\u00e2y kh\u00f4ng&#8230;<\/p>\n","protected":false},"author":8,"featured_media":1057,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37],"tags":[36],"class_list":["post-1055","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nghe-nghiep","tag-nganh-nghe","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/1055","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=1055"}],"version-history":[{"count":1,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/1055\/revisions"}],"predecessor-version":[{"id":1662,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/1055\/revisions\/1662"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/1057"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=1055"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=1055"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=1055"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}