{"id":1177,"date":"2025-09-11T15:06:52","date_gmt":"2025-09-11T08:06:52","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=1177"},"modified":"2025-09-18T09:39:34","modified_gmt":"2025-09-18T02:39:34","slug":"cong-nghe-thong-tin-thong-minh-metropolia-vn","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/cong-nghe-thong-tin-thong-minh-metropolia-vn\/","title":{"rendered":"S\u1ef1 kh\u00e1c bi\u1ec7t trong \u0111\u00e0o t\u1ea1o c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Finland\u00a0 Metropolia Vietnam"},"content":{"rendered":"

H\u01a1n c\u1ea3 m\u1ed9t ng\u00e0nh h\u1ecdc, C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh<\/a> t\u1ea1i Finland Metropolia Vietnam l\u00e0 m\u1ed9t tr\u1ea3i nghi\u1ec7m \u0111\u1ed9t ph\u00e1. Ch\u01b0\u01a1ng tr\u00ecnh k\u1ebft h\u1ee3p n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 v\u1eefng ch\u1eafc v\u1edbi c\u00e1c xu h\u01b0\u1edbng ti\u00ean ti\u1ebfn nh\u1ea5t, gi\u00fap sinh vi\u00ean kh\u00f4ng ch\u1ec9 gi\u1ecfi l\u00fd thuy\u1ebft m\u00e0 c\u00f2n th\u00e0nh th\u1ea1o th\u1ef1c h\u00e0nh, s\u1eb5n s\u00e0ng gia nh\u1eadp th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u ngay sau khi t\u1ed1t nghi\u1ec7p.<\/span><\/p>\n

C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh – ng\u00e0nh \u0111\u00e0o t\u1ea1o c\u1ee7a t\u01b0\u01a1ng lai<\/b><\/span><\/p>\n

Trong nhi\u1ec1u n\u0103m qua, C\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng \u0111\u00e3 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng s\u1ed1 cho doanh nghi\u1ec7p v\u00e0 x\u00e3 h\u1ed9i. Tuy nhi\u00ean, tr\u01b0\u1edbc y\u00eau c\u1ea7u m\u1edbi c\u1ee7a th\u1ecb tr\u01b0\u1eddng v\u00e0 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 di\u1ec5n ra m\u1ea1nh m\u1ebd, nh\u1eefng ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng \u0111\u00f3 ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 t\u1ea1o l\u1ee3i th\u1ebf c\u1ea1nh tranh v\u01b0\u1ee3t tr\u1ed9i. Doanh nghi\u1ec7p v\u00e0 x\u00e3 h\u1ed9i hi\u1ec7n nay c\u1ea7n nh\u1eefng chuy\u00ean gia c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i C\u00f4ng ngh\u1ec7 th\u00f4ng tin\u00a0 v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 AI, IoT hay Cloud Computing, t\u1eeb \u0111\u00f3 t\u1ea1o ra nh\u1eefng gi\u1ea3i ph\u00e1p th\u00f4ng minh, linh ho\u1ea1t v\u00e0 mang t\u00ednh \u1ee9ng d\u1ee5ng cao.<\/span><\/p>\n

Ch\u00ednh v\u00ec v\u1eady, C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh xu\u1ea5t hi\u1ec7n nh\u01b0 m\u1ed9t s\u1ef1 m\u1edf r\u1ed9ng v\u00e0 n\u00e2ng c\u1ea5p chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a C\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng, \u0111\u00e1p \u1ee9ng tr\u1ef1c ti\u1ebfp nhu c\u1ea7u \u0111\u00f3. N\u1ebfu C\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng thi\u00ean v\u1ec1 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng, th\u00ec C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh nh\u1ea5n m\u1ea1nh v\u00e0o vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n.<\/span><\/p>\n

\"TS.
TS. Ph\u1ea1m V\u0103n \u0110\u1ea1i , Tr\u01b0\u1edfng khoa C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh Finland Metropolia Vietnam<\/figcaption><\/figure>\n

\u201cC\u00f4ng ngh\u1ec7 Th\u00f4ng tin Th\u00f4ng minh l\u00e0 h\u00e0nh tr\u00ecnh \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai s\u1ed1: t\u1eeb AI, IoT t\u1edbi Cloud Computing v\u00e0 Cybersecurity, sinh vi\u00ean h\u1ecdc c\u00e1ch \u0111\u1ed5i m\u1edbi m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 mang t\u1ea7m to\u00e0n c\u1ea7u.\u201d \u2013 TS. Peter Ph\u1ea1m, Tr\u01b0\u1edfng khoa C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh Finland Metropolia Vietnam chia s\u1ebb.<\/span><\/p>\n

Sinh vi\u00ean kh\u00f4ng ch\u1ec9 h\u1ecdc n\u1ec1n t\u1ea3ng m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c th\u1ef1c h\u00e0nh v\u1edbi nh\u1eefng c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn, g\u1eafn tr\u1ef1c ti\u1ebfp v\u1edbi th\u1ef1c ti\u1ec5n s\u1ea3n xu\u1ea5t v\u00e0 \u0111\u1eddi s\u1ed1ng. T\u1eeb vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn, ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng th\u00f4ng minh, \u0111\u1ebfn tri\u1ec3n khai gi\u1ea3i ph\u00e1p IoT cho th\u00e0nh ph\u1ed1 hay \u0111\u1ea3m b\u1ea3o an to\u00e0n h\u1ec7 th\u1ed1ng tr\u01b0\u1edbc c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng, m\u1ed7i sinh vi\u00ean \u0111\u1ec1u \u0111\u01b0\u1ee3c trang b\u1ecb ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng to\u00e0n di\u1ec7n.<\/span><\/p>\n

C\u00f3 th\u1ec3 th\u1ea5y, C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh l\u00e0 s\u1ef1 t\u1ed5ng h\u00f2a c\u1ee7a ba y\u1ebfu t\u1ed1: n\u1ec1n t\u1ea3ng C\u00f4ng ngh\u1ec7 th\u00f4ng tin truy\u1ec1n th\u1ed1ng, c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n. S\u1ef1 k\u1ebft h\u1ee3p n\u00e0y gi\u00fap ng\u00e0nh h\u1ecdc tr\u1edf th\u00e0nh m\u1ed9t l\u1ef1a ch\u1ecdn mang t\u00ednh chi\u1ebfn l\u01b0\u1ee3c trong k\u1ef7 nguy\u00ean s\u1ed1, n\u01a1i m\u00e0 d\u1eef li\u1ec7u, k\u1ebft n\u1ed1i v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u1eef vai tr\u00f2 trung t\u00e2m.<\/span><\/p>\n

Gi\u00e1o d\u1ee5c \u1ee9ng d\u1ee5ng t\u1ea1o n\u00ean k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u<\/b><\/span><\/h2>\n

\u0110i\u1ec3m kh\u00e1c bi\u1ec7t l\u1edbn trong ch\u01b0\u01a1ng tr\u00ecnh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Finland Metropolia Vietnam l\u00e0 s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa h\u1ecdc thu\u1eadt v\u00e0 \u1ee9ng d\u1ee5ng. Sinh vi\u00ean b\u1eaft \u0111\u1ea7u v\u1edbi n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc: l\u1eadp tr\u00ecnh, c\u01a1 s\u1edf d\u1eef li\u1ec7u, to\u00e1n \u1ee9ng d\u1ee5ng, h\u1ec7 \u0111i\u1ec1u h\u00e0nh, m\u1ea1ng m\u00e1y t\u00ednh. \u0110\u00e2y l\u00e0 \u201ckhung x\u01b0\u01a1ng\u201d \u0111\u1ec3 t\u1eeb \u0111\u00f3 ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng c\u00f4ng ngh\u1ec7 cao h\u01a1n.<\/span><\/p>\n

Tuy nhi\u00ean, ch\u01b0\u01a1ng tr\u00ecnh kh\u00f4ng d\u1eebng \u1edf l\u00fd thuy\u1ebft. T\u1eeb n\u0103m 2, sinh vi\u00ean \u0111\u00e3 \u0111\u01b0\u1ee3c h\u1ecdc theo h\u00ecnh th\u1ee9c P<\/span>roject-based learning \u2013 h\u1ecdc qua d\u1ef1 \u00e1n. Thay v\u00ec ch\u1ec9 nghe gi\u1ea3ng, sinh vi\u00ean ph\u1ea3i tham gia thi\u1ebft k\u1ebf v\u00e0 x\u00e2y d\u1ef1ng s\u1ea3n ph\u1ea9m th\u1eadt, t\u1eeb nh\u1eefng \u1ee9ng d\u1ee5ng nh\u1ecf \u0111\u1ebfn h\u1ec7 th\u1ed1ng c\u00f3 t\u00ednh \u1ee9ng d\u1ee5ng cao. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y gi\u00fap ng\u01b0\u1eddi h\u1ecdc s\u1edbm h\u00ecnh dung c\u00e1ch ki\u1ebfn th\u1ee9c \u0111\u01b0\u1ee3c v\u1eadn d\u1ee5ng trong \u0111\u1eddi s\u1ed1ng v\u00e0 c\u00f4ng vi\u1ec7c.<\/span><\/span><\/p>\n

\"Sinh
Sinh vi\u00ean \u0111\u01b0\u1ee3c th\u1ef1c h\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7 d\u01b0\u1edbi s\u1ef1 d\u1eabn d\u1eaft c\u1ee7a gi\u1ea3ng vi\u00ean, ngay t\u1eeb nh\u1eefng h\u1ecdc k\u1ef3 \u0111\u1ea7u ti\u00ean<\/em><\/figcaption><\/figure>\n

Song song v\u1edbi \u0111\u00f3 l\u00e0 ph\u01b0\u01a1ng ph\u00e1p active learning, <\/span>gi\u1ea3ng vi\u00ean kh\u00f4ng ch\u1ec9 \u201cd\u1ea1y\u201d m\u00e0 c\u00f2n \u0111\u00f3ng vai tr\u00f2 mentor \u2013 ng\u01b0\u1eddi d\u1eabn d\u1eaft. L\u1edbp h\u1ecdc tr\u1edf th\u00e0nh m\u00f4i tr\u01b0\u1eddng t\u01b0\u01a1ng t\u00e1c, sinh vi\u00ean \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch th\u1ea3o lu\u1eadn, ph\u1ea3n bi\u1ec7n, th\u1eed nghi\u1ec7m v\u00e0 sai \u2013 s\u1eeda \u2013 l\u00e0m l\u1ea1i. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap sinh vi\u00ean ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng t\u01b0 duy ph\u1ea3n bi\u1ec7n, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, teamwork v\u00e0 giao ti\u1ebfp qu\u1ed1c t\u1ebf.<\/span>\u2026<\/span><\/span><\/p>\n

B\u01b0\u1edbc sang n\u0103m 3, sinh vi\u00ean c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn h\u01b0\u1edbng chuy\u00ean s\u00e2u ph\u00f9 h\u1ee3p v\u1edbi s\u1edf th\u00edch v\u00e0 n\u0103ng l\u1ef1c: AI, Mobile, IoT, Cloud hay Cybersecurity. M\u1ed7i chuy\u00ean ng\u00e0nh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf th\u00e0nh m\u1ed9t l\u1ed9 tr\u00ecnh ri\u00eang, v\u1edbi d\u1ef1 \u00e1n, c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u1eb7c th\u00f9. Ch\u1eb3ng h\u1ea1n, sinh vi\u00ean AI s\u1ebd l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u, h\u1ec7 th\u1ed1ng chatbot hay nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh; sinh vi\u00ean IoT s\u1ebd t\u1ea1o ra s\u1ea3n ph\u1ea9m smart home, smart city \u1edf quy m\u00f4 demo.<\/span><\/p>\n

Song song v\u1edbi ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt, ch\u01b0\u01a1ng tr\u00ecnh c\u00f2n t\u00edch h\u1ee3p h\u1ecdc ph\u1ea7n Global Citizenship \u2013 n\u01a1i sinh vi\u00ean r\u00e8n luy\u1ec7n ti\u1ebfng Anh, k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m \u0111a qu\u1ed1c gia v\u00e0 c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u00edch \u1ee9ng trong m\u00f4i tr\u01b0\u1eddng to\u00e0n c\u1ea7u. \u0110\u00e2y ch\u00ednh l\u00e0 n\u1ec1n t\u1ea3ng gi\u00fap sinh vi\u00ean C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh kh\u00f4ng ch\u1ec9 gi\u1ecfi k\u1ef9 thu\u1eadt, m\u00e0 c\u00f2n tr\u1edf th\u00e0nh c\u00f4ng d\u00e2n to\u00e0n c\u1ea7u th\u1ef1c th\u1ee5.<\/span><\/p>\n

H\u1ecdc \u0111i \u0111\u00f4i v\u1edbi h\u00e0nh: X\u00e2y d\u1ef1ng s\u1ef1 nghi\u1ec7p t\u1eeb nh\u1eefng s\u1ea3n ph\u1ea9m th\u1eadt<\/b><\/span><\/h3>\n

\u0110\u1ec3 bi\u1ebfn l\u00fd thuy\u1ebft th\u00e0nh h\u00e0nh \u0111\u1ed9ng, ch\u01b0\u01a1ng tr\u00ecnh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Metropolia Vietnam \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t l\u1ed9 tr\u00ecnh th\u1ef1c chi\u1ebfn xuy\u00ean su\u1ed1t kh\u00f3a h\u1ecdc, gi\u00fap sinh vi\u00ean t\u00edch l\u0169y kinh nghi\u1ec7m th\u1ef1c t\u1ebf v\u00e0 x\u00e2y d\u1ef1ng h\u1ed3 s\u01a1 n\u0103ng l\u1ef1c (portfolio) c\u00e1 nh\u00e2n m\u1ed9t c\u00e1ch b\u00e0i b\u1ea3n.<\/span><\/p>\n

Kh\u1edfi \u0111\u1ed9ng (H\u1ecdc k\u1ef3 1-2): Sinh vi\u00ean b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c mini-project nh\u01b0 ph\u00e1t tri\u1ec3n m\u1ed9t \u1ee9ng d\u1ee5ng c\u01a1 b\u1ea3n ho\u1eb7c k\u1ebft n\u1ed1i c\u1ea3m bi\u1ebfn IoT \u0111\u01a1n gi\u1ea3n, l\u00e0m quen v\u1edbi quy tr\u00ecnh ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m.<\/span><\/p>\n

Th\u00e2m nh\u1eadp (H\u1ecdc k\u1ef3 3-4): B\u01b0\u1edbc sang giai \u0111o\u1ea1n n\u00e0y, sinh vi\u00ean tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n doanh nghi\u1ec7p th\u1ef1c t\u1ebf, c\u00f9ng x\u00e2y d\u1ef1ng c\u00e1c s\u1ea3n ph\u1ea9m nh\u01b0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, website, ho\u1eb7c h\u1ec7 th\u1ed1ng nh\u00fang, v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c ph\u1ea3n h\u1ed3i tr\u1ef1c ti\u1ebfp t\u1eeb chuy\u00ean gia.<\/span><\/p>\n

Chuy\u00ean s\u00e2u (H\u1ecdc k\u1ef3 5-7): T\u00f9y thu\u1ed9c v\u00e0o \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00e3 ch\u1ecdn (AI, Mobile, IoT, Cloud, Cybersecurity), sinh vi\u00ean s\u1ebd th\u1ef1c hi\u1ec7n c\u00e1c d\u1ef1 \u00e1n chuy\u00ean s\u00e2u. Ch\u1eb3ng h\u1ea1n, sinh vi\u00ean AI c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng chatbot, trong khi sinh vi\u00ean IoT s\u1ebd t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m smart home \u1edf quy m\u00f4 demo.<\/span><\/p>\n

Ho\u00e0n thi\u1ec7n (H\u1ecdc k\u1ef3 cu\u1ed1i): \u0110\u00e2y l\u00e0 \u0111\u1ec9nh cao c\u1ee7a qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp, khi sinh vi\u00ean th\u1ef1c t\u1eadp v\u00e0 l\u00e0m \u0111\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p tr\u1ef1c ti\u1ebfp t\u1eeb \u0111\u1ec1 b\u00e0i c\u1ee7a doanh nghi\u1ec7p, gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n c\u00f3 \u00fd ngh\u0129a t\u1eeb th\u1ecb tr\u01b0\u1eddng.<\/span><\/p>\n

M\u1ed7i s\u1ea3n ph\u1ea9m ho\u00e0n th\u00e0nh trong su\u1ed1t l\u1ed9 tr\u00ecnh n\u00e0y \u0111\u1ec1u l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong <\/span>h\u1ed3 s\u01a1 <\/b>n\u0103ng l\u1ef1c c\u1ee7a sinh vi\u00ean, kh\u00f4ng ch\u1ec9 l\u00e0 b\u1eb1ng ch\u1ee9ng v\u1ec1 ki\u1ebfn th\u1ee9c, k\u1ef9 n\u0103ng, m\u00e0 c\u00f2n l\u00e0 l\u1eddi kh\u1eb3ng \u0111\u1ecbnh m\u1ea1nh m\u1ebd v\u1ec1 n\u0103ng l\u1ef1c c\u00e1 nh\u00e2n, gi\u00fap sinh vi\u00ean t\u1ef1 tin v\u00e0 n\u1ed5i b\u1eadt khi \u1ee9ng tuy\u1ec3n v\u00e0o c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c h\u1ea5p d\u1eabn.<\/span><\/span><\/p>\n

C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u01b0\u1ee3t tr\u1ed9i d\u00e0nh cho sinh vi\u00ean C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh<\/b><\/span><\/h2>\n
\"CNTT
CNTT Th\u00f4ng minh m\u1edf ra c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c trong nhi\u1ec1u l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 cao<\/em><\/figcaption><\/figure>\n

V\u1edbi ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh (Smart IT) t\u1ea1i Finland Metropolia Vietnam, c\u00e1nh c\u1eeda ngh\u1ec1 nghi\u1ec7p c\u1ee7a sinh vi\u00ean s\u1ebd r\u1ed9ng m\u1edf h\u01a1n bao gi\u1edd h\u1ebft. B\u1ea1n kh\u00f4ng ch\u1ec9 t\u1ed1t nghi\u1ec7p v\u1edbi vai tr\u00f2 l\u00e0 m\u1ed9t l\u1eadp tr\u00ecnh vi\u00ean th\u00f4ng th\u01b0\u1eddng, m\u00e0 c\u00f2n c\u00f3 \u0111\u1ee7 n\u0103ng l\u1ef1c v\u00e0 kinh nghi\u1ec7m \u0111\u1ec3 \u0111\u1ea3m nh\u1eadn nh\u1eefng v\u1ecb tr\u00ed chuy\u00ean m\u00f4n cao, \u0111\u00e1p \u1ee9ng tr\u1ef1c ti\u1ebfp nhu c\u1ea7u c\u1ee7a k\u1ef7 nguy\u00ean s\u1ed1.<\/span><\/p>\n

T\u1ed1t nghi\u1ec7p t\u1eeb Metropolia, b\u1ea1n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh:<\/span><\/p>\n

K\u1ef9 s\u01b0 AI v\u00e0 Data Scientist: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh th\u00f4ng minh \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n c\u1ee7a doanh nghi\u1ec7p.<\/span><\/p>\n

Mobile Developer: Ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng tr\u00ean n\u1ec1n t\u1ea3ng Android, iOS, ho\u1eb7c s\u1eed d\u1ee5ng c\u00e1c framework \u0111a n\u1ec1n t\u1ea3ng nh\u01b0 Flutter, React Native.<\/span><\/p>\n

IoT Engineer v\u00e0 Embedded Systems Engineer: Chuy\u00ean gia thi\u1ebft k\u1ebf v\u00e0 l\u1eadp tr\u00ecnh c\u00e1c thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i v\u1ea1n v\u1eadt, x\u00e2y d\u1ef1ng gi\u1ea3i ph\u00e1p cho nh\u00e0 th\u00f4ng minh hay th\u00e0nh ph\u1ed1 th\u00f4ng minh.<\/span><\/p>\n

Cloud Engineer v\u00e0 DevOps: V\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n l\u00fd c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y, \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng lu\u00f4n ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh v\u00e0 hi\u1ec7u qu\u1ea3.<\/span><\/p>\n

Cybersecurity Specialist v\u00e0 Ethical Hacker: Chuy\u00ean gia an ninh m\u1ea1ng, b\u1ea3o v\u1ec7 h\u1ec7 th\u1ed1ng kh\u1ecfi c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng v\u00e0 l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt.<\/span><\/p>\n

Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc kh\u00f4ng ch\u1ec9 mang l\u1ea1i ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u m\u00e0 c\u00f2n trang b\u1ecb cho sinh vi\u00ean k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c th\u1ef1c t\u1ebf, gi\u00fap b\u1ea1n t\u1ef1 tin gia nh\u1eadp v\u00e0 ph\u00e1t tri\u1ec3n t\u1ea1i nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng kh\u00e1c nhau. Sinh vi\u00ean Metropolia \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb \u0111\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 qu\u1ed1c t\u1ebf, startup s\u00e1ng t\u1ea1o, hay trong c\u00e1c l\u0129nh v\u1ef1c \u0111a d\u1ea1ng nh\u01b0 t\u00e0i ch\u00ednh – ng\u00e2n h\u00e0ng, vi\u1ec5n th\u00f4ng, y t\u1ebf, logistics v\u00e0 ch\u00ednh ph\u1ee7 s\u1ed1, n\u01a1i c\u00e1c gi\u1ea3i ph\u00e1p C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111ang l\u00e0 xu th\u1ebf t\u1ea5t y\u1ebfu.<\/span><\/p>\n

N\u00f3i c\u00e1ch kh\u00e1c, l\u1ef1a ch\u1ecdn C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Finland Metropolia Vietnam kh\u00f4ng ch\u1ec9 l\u00e0 h\u1ecdc m\u1ed9t ng\u00e0nh c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n l\u00e0 <\/span>\u0111\u1ea7u t\u01b0 cho m\u1ed9t s\u1ef1 nghi\u1ec7p to\u00e0n c\u1ea7u<\/b>, n\u01a1i sinh vi\u00ean \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb \u0111\u1ec3 tr\u1edf th\u00e0nh l\u1ef1c l\u01b0\u1ee3ng ti\u00ean phong c\u1ee7a k\u1ef7 nguy\u00ean s\u1ed1.<\/span><\/span><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

Ch\u01b0\u01a1ng tr\u00ecnh k\u1ebft h\u1ee3p n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 v\u1eefng ch\u1eafc v\u1edbi c\u00e1c xu h\u01b0\u1edbng ti\u00ean ti\u1ebfn nh\u1ea5t, gi\u00fap sinh vi\u00ean th\u00e0nh th\u1ea1o th\u1ef1c h\u00e0nh, s\u1eb5n s\u00e0ng gia nh\u1eadp th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u ngay sau khi t\u1ed1t nghi\u1ec7p.<\/span><\/p>\n","protected":false},"author":7,"featured_media":1179,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1177","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/1177","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\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=1177"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/1177\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/1179"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=1177"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=1177"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=1177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}