{"id":3091,"date":"2026-11-09T17:30:26","date_gmt":"2026-11-09T10:30:26","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=3091"},"modified":"2026-11-09T17:30:26","modified_gmt":"2026-11-09T10:30:26","slug":"tu-duy-phan-bien-dai-hoc-phan-lan","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/tu-duy-phan-bien-dai-hoc-phan-lan\/","title":{"rendered":"T\u01b0 duy ph\u1ea3n bi\u1ec7n \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u00e1nh gi\u00e1 nh\u01b0 th\u1ebf n\u00e0o trong \u0111\u1ea1i h\u1ecdc Ph\u1ea7n Lan?"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng thay \u0111\u1ed5i nhanh, b\u00ean c\u1ea1nh n\u1ec1n t\u1ea3ng h\u1ecdc thu\u1eadt, c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m nh\u01b0 giao ti\u1ebfp v\u00e0 l\u00e0m vi\u1ec7c nh\u00f3m ng\u00e0y c\u00e0ng quan tr\u1ecdng, \u0111\u1eb7c bi\u1ec7t l\u00e0 t\u01b0 duy ph\u1ea3n bi\u1ec7n.<\/span><\/p>\n

T\u01b0 duy ph\u1ea3n bi\u1ec7n (Critical thinking)<\/strong> l\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1 th\u00f4ng tin m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng tr\u01b0\u1edbc khi \u0111\u01b0a ra k\u1ebft lu\u1eadn hay quy\u1ebft \u0111\u1ecbnh. Ng\u01b0\u1eddi c\u00f3 t\u01b0 duy ph\u1ea3n bi\u1ec7n kh\u00f4ng m\u1eb7c nhi\u00ean ch\u1ea5p nh\u1eadn th\u00f4ng tin, m\u00e0 \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 ngu\u1ed3n g\u1ed1c, ki\u1ec3m tra b\u1eb1ng ch\u1ee9ng v\u00e0 xem x\u00e9t nhi\u1ec1u g\u00f3c nh\u00ecn. <\/span><\/p>\n

Theo \u0110\u1ea1i h\u1ecdc Monash (\u00dac), <\/span>t\u01b0 duy ph\u1ea3n bi\u1ec7n <\/span><\/a>l\u00e0 c\u00e1ch t\u01b0 duy trong \u0111\u00f3 ng\u01b0\u1eddi h\u1ecdc \u0111\u1eb7t c\u00e2u h\u1ecfi, ph\u00e2n t\u00edch, di\u1ec5n gi\u1ea3i, \u0111\u00e1nh gi\u00e1 v\u00e0 \u0111\u01b0a ra nh\u1eadn \u0111\u1ecbnh tr\u01b0\u1edbc khi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh. Ph\u1ea3n bi\u1ec7n kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 ti\u00eau c\u1ef1c hay ch\u1ec9 t\u00ecm l\u1ed7i, m\u00e0 l\u00e0 l\u00e0m r\u00f5 suy ngh\u0129 \u0111\u1ec3 t\u00e1ch nh\u1ecf v\u1ea5n \u0111\u1ec1, hi\u1ec3u \u0111\u00fang th\u00f4ng tin v\u00e0 \u0111i \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh c\u00f3 c\u0103n c\u1ee9. T\u01b0 duy ph\u1ea3n bi\u1ec7n \u0111\u01b0\u1ee3c h\u00ecnh th\u00e0nh v\u00e0 c\u1ea3i thi\u1ec7n qua luy\u1ec7n t\u1eadp.\u00a0<\/span><\/span><\/p>\n

Trong gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc Ph\u1ea7n Lan, t\u01b0 duy ph\u1ea3n bi\u1ec7n thu\u1ed9c nh\u00f3m \u201ck\u1ef9 n\u0103ng chung\u201d (Generic skills). \u0110\u00e2y l\u00e0 nh\u1eefng n\u0103ng l\u1ef1c sinh vi\u00ean c\u1ea7n d\u00f9 h\u1ecdc ng\u00e0nh n\u00e0o, t\u1eeb c\u00f4ng ngh\u1ec7 th\u00f4ng tin \u0111\u1ebfn kinh doanh.<\/span><\/p>\n

\"\"
Gi\u00e1o d\u1ee5c Ph\u1ea7n Lan \u0111\u1eb7t t\u01b0 duy ph\u1ea3n bi\u1ec7n l\u00e0 k\u1ef9 n\u0103ng chung m\u00e0 sinh vi\u00ean \u1edf m\u1ecdi ng\u00e0nh \u0111\u1ec1u c\u1ea7n ph\u00e1t tri\u1ec3n.<\/figcaption><\/figure>\n

D\u1ef1 \u00e1n Kappas!<\/span><\/a> do B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 V\u0103n h\u00f3a Ph\u1ea7n Lan t\u00e0i tr\u1ee3, \u0111\u01b0\u1ee3c Vi\u1ec7n Nghi\u00ean c\u1ee9u Gi\u00e1o d\u1ee5c Ph\u1ea7n Lan (\u0110\u1ea1i h\u1ecdc Jyv\u00e4skyl\u00e4) ph\u1ed1i h\u1ee3p v\u1edbi Trung t\u00e2m Gi\u1ea3ng d\u1ea1y v\u00e0 H\u1ecdc t\u1eadp \u0110\u1ea1i h\u1ecdc (\u0110\u1ea1i h\u1ecdc Helsinki) th\u1ef1c hi\u1ec7n giai \u0111o\u1ea1n 2018-2021. D\u1ef1 \u00e1n t\u1eadp trung tr\u1ea3 l\u1eddi hai c\u00e2u h\u1ecfi: k\u1ef9 n\u0103ng chung c\u1ee7a sinh vi\u00ean c\u1eed nh\u00e2n Ph\u1ea7n Lan \u0111ang \u1edf m\u1ee9c n\u00e0o, v\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0o \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u1ee9c \u0111\u1ed9 \u0111\u00f3. C\u00e1c k\u1ef9 n\u0103ng \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 g\u1ed3m ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1 th\u00f4ng tin, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, vi\u1ebft l\u1eadp lu\u1eadn, \u0111\u1ecdc ph\u1ea3n bi\u1ec7n, suy lu\u1eadn khoa h\u1ecdc v\u00e0 \u0111\u1ecbnh l\u01b0\u1ee3ng, c\u00f9ng kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch m\u1ed9t l\u1eadp lu\u1eadn.<\/span><\/span><\/p>\n

N\u00f3i c\u00e1ch kh\u00e1c, t\u01b0 duy ph\u1ea3n bi\u1ec7n \u1edf \u0111\u00e2y l\u00e0 chu\u1ed7i h\u00e0nh \u0111\u1ed9ng c\u1ee5 th\u1ec3. Sinh vi\u00ean \u0111\u1ecdc nhi\u1ec1u ngu\u1ed3n, nh\u1eadn ra th\u00f4ng tin n\u00e0o \u0111\u00e1ng tin, c\u00e2n nh\u1eafc c\u00e1c ph\u01b0\u01a1ng \u00e1n v\u00e0 tr\u00ecnh b\u00e0y k\u1ebft lu\u1eadn c\u00f3 c\u01a1 s\u1edf.<\/span><\/p>\n

4 c\u00e1ch \u0111\u1ea1i h\u1ecdc Ph\u1ea7n Lan ph\u00e1t tri\u1ec3n t\u01b0 duy ph\u1ea3n bi\u1ec7n cho sinh vi\u00ean<\/b><\/h2>\n

T\u1ea1i Ph\u1ea7n Lan, t\u01b0 duy ph\u1ea3n bi\u1ec7n kh\u00f4ng \u0111\u01b0\u1ee3c d\u1ea1y nh\u01b0 m\u1ed9t m\u00f4n h\u1ecdc ri\u00eang m\u00e0 \u0111\u01b0\u1ee3c h\u00ecnh th\u00e0nh qua ch\u00ednh c\u00e1ch sinh vi\u00ean h\u1ecdc t\u1eadp m\u1ed7i ng\u00e0y. C\u00e1c tr\u01b0\u1eddng l\u1ed3ng gh\u00e9p k\u1ef9 n\u0103ng t\u01b0 duy ph\u1ea3n bi\u1ec7n v\u00e0o xuy\u00ean su\u1ed1t qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp c\u1ee7a sinh vi\u00ean. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 b\u1ed1n c\u00e1ch \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn, \u0111i\u1ec3n h\u00ecnh nh\u01b0 \u0110\u1ea1i h\u1ecdc khoa h\u1ecdc \u1ee9ng d\u1ee5ng Ph\u1ea7n Lan (University of Applied Sciences – UAS), \u0111\u1ea1i h\u1ecdc khoa h\u1ecdc \u1ee9ng d\u1ee5ng l\u1edbn nh\u1ea5t Ph\u1ea7n Lan.<\/span><\/p>\n

1. D\u1ea1y k\u1ef9 n\u0103ng t\u01b0 duy c\u00f9ng ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh<\/b><\/h3>\n

C\u00e1ch \u0111\u1ea1i h\u1ecdc Ph\u1ea7n Lan l\u1ed3ng gh\u00e9p t\u01b0 duy ph\u1ea3n bi\u1ec7n v\u00e0o ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u00f5 qua <\/span>d\u1ef1 \u00e1n WORKPEDA<\/span><\/a>. WORKPEDA (Work-integrated Pedagogy in Higher Education) l\u00e0 d\u1ef1 \u00e1n do B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 V\u0103n h\u00f3a Ph\u1ea7n Lan kh\u1edfi \u0111\u1ed9ng n\u0103m 2018, v\u1edbi s\u1ef1 tham gia c\u1ee7a nhi\u1ec1u tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc. M\u1ee5c ti\u00eau c\u1ee7a d\u1ef1 \u00e1n l\u00e0 \u0111\u01b0a g\u00f3c nh\u00ecn ngh\u1ec1 nghi\u1ec7p v\u00e0o gi\u1ea3ng d\u1ea1y \u0111\u1ea1i h\u1ecdc, gi\u00fap sinh vi\u00ean s\u1eb5n s\u00e0ng h\u01a1n cho c\u00f4ng vi\u1ec7c v\u00e0 n\u00e2ng cao n\u0103ng l\u1ef1c s\u01b0 ph\u1ea1m c\u1ee7a gi\u1ea3ng vi\u00ean. <\/span><\/span><\/p>\n

\"T\u01b0
Sinh vi\u00ean Metropolia University Program \u0111\u1eb7t c\u00e2u h\u1ecfi v\u00e0 trao \u0111\u1ed5i tr\u1ef1c ti\u1ebfp v\u1edbi gi\u1ea3ng vi\u00ean v\u1ec1 m\u00f4 h\u00ecnh robot, r\u00e8n t\u01b0 duy ph\u1ea3n bi\u1ec7n ngay trong qu\u00e1 tr\u00ecnh h\u1ecdc.<\/figcaption><\/figure>\n

Theo tr\u00ecnh b\u00e0y c\u1ee7a PGS. Heidi Hyytinen v\u1ec1 k\u1ebft qu\u1ea3 kh\u1ea3o s\u00e1t 286 gi\u1ea3ng vi\u00ean trong d\u1ef1 \u00e1n n\u00e0y, nhi\u1ec1u gi\u1ea3ng vi\u00ean Ph\u1ea7n Lan theo quan ni\u1ec7m \u201ct\u00edch h\u1ee3p\u201d. H\u1ecd cho r\u1eb1ng k\u1ef9 n\u0103ng chung c\u1ea7n \u0111\u01b0\u1ee3c d\u1ea1y song song v\u1edbi ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh, kh\u00f4ng t\u00e1ch th\u00e0nh b\u00e0i h\u1ecdc ri\u00eang. V\u00ec v\u1eady, sinh vi\u00ean c\u00f4ng ngh\u1ec7 r\u00e8n t\u01b0 duy ph\u1ea3n bi\u1ec7n khi ki\u1ec3m tra m\u1ed9t gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m, c\u00f2n sinh vi\u00ean kinh doanh r\u00e8n khi ph\u00e2n t\u00edch m\u1ed9t th\u1ecb tr\u01b0\u1eddng.\u00a0<\/span><\/p>\n

2. H\u1ecdc qua d\u1ef1 \u00e1n v\u1edbi b\u00e0i to\u00e1n th\u1ef1c t\u1ebf<\/b><\/h3>\n

T\u1ea1i Metropolia University Program, m\u1ed7i sinh vi\u00ean tham gia d\u1ef1 \u00e1n \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o MINNO\u00ae v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng 10 t\u00edn ch\u1ec9. \u0110\u1ec1 b\u00e0i \u0111\u1ebfn t\u1eeb nhu c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c. Sinh vi\u00ean ph\u1ea3i t\u1ef1 l\u00e0m r\u00f5 v\u1ea5n \u0111\u1ec1, thu th\u1eadp d\u1eef li\u1ec7u, so s\u00e1nh ph\u01b0\u01a1ng \u00e1n v\u00e0 b\u1ea3o v\u1ec7 s\u1ea3n ph\u1ea9m c\u1ee7a nh\u00f3m. M\u1ed7i quy\u1ebft \u0111\u1ecbnh \u0111\u1ec1u c\u1ea7n l\u00fd do, minh ch\u1ee9ng, c\u01a1 s\u1edf r\u00f5 r\u00e0ng, \u0111\u00e2y ch\u00ednh l\u00e0 l\u00fac sinh vi\u00ean ph\u00e1t huy t\u1ed1i \u0111a kh\u1ea3 n\u0103ng t\u01b0 duy ph\u1ea3n bi\u1ec7n c\u1ee7a m\u00ecnh.<\/span><\/p>\n

V\u1edbi ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh (Smart IT), sinh vi\u00ean r\u00e8n t\u01b0 duy ph\u1ea3n bi\u1ec7n khi ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m hay th\u1eed nghi\u1ec7m gi\u1ea3i ph\u00e1p IoT. V\u1edbi ng\u00e0nh Kinh doanh qu\u1ed1c t\u1ebf & Logistics, sinh vi\u00ean nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng, x\u00e2y d\u1ef1ng ph\u01b0\u01a1ng \u00e1n kinh doanh v\u00e0 \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng tri\u1ec3n khai. Khi hai ng\u00e0nh c\u00f9ng l\u00e0m vi\u1ec7c trong nh\u00f3m \u0111a ng\u00e0nh, sinh vi\u00ean \u0111\u1ed3ng th\u1eddi h\u1ecdc c\u00e1ch nh\u00ecn m\u1ed9t v\u1ea5n \u0111\u1ec1 t\u1eeb c\u1ea3 g\u00f3c \u0111\u1ed9 k\u1ef9 thu\u1eadt l\u1eabn kinh doanh.<\/span><\/p>\n

3. Ph\u1ea3n h\u1ed3i, ph\u1ea3n bi\u1ec7n \u0111\u1ed3ng \u0111\u1eb3ng v\u00e0 t\u1ef1 \u0111\u00e1nh gi\u00e1<\/b><\/h3>\n

Sinh vi\u00ean Ph\u1ea7n Lan th\u01b0\u1eddng xuy\u00ean tr\u00ecnh b\u00e0y b\u00e0i l\u00e0m v\u00e0 nh\u1eadn g\u00f3p \u00fd t\u1eeb b\u1ea1n h\u1ecdc, gi\u1ea3ng vi\u00ean. Trong h\u1ecdc ph\u1ea7n lu\u1eadn v\u0103n t\u1ea1i Metropolia, sinh vi\u00ean kh\u00f4ng ch\u1ec9 b\u1ea3o v\u1ec7 \u0111\u1ec1 t\u00e0i c\u1ee7a m\u00ecnh m\u00e0 c\u00f2n \u0111\u00f3ng vai ng\u01b0\u1eddi ph\u1ea3n bi\u1ec7n cho lu\u1eadn v\u0103n c\u1ee7a b\u1ea1n kh\u00e1c trong bu\u1ed5i seminar.<\/span><\/p>\n

Vi\u1ec7c \u0111\u1eb7t c\u00e2u h\u1ecfi cho b\u00e0i c\u1ee7a ng\u01b0\u1eddi kh\u00e1c bu\u1ed9c sinh vi\u00ean \u0111\u1ecdc k\u1ef9, t\u00ecm \u0111i\u1ec3m y\u1ebfu trong l\u1eadp lu\u1eadn v\u00e0 g\u00f3p \u00fd c\u00f3 c\u0103n c\u1ee9. Ng\u01b0\u1ee3c l\u1ea1i, khi nh\u1eadn ph\u1ea3n bi\u1ec7n, sinh vi\u00ean h\u1ecdc c\u00e1ch t\u1ef1 xem x\u00e9t l\u1ea1i gi\u1ea3 \u0111\u1ecbnh c\u1ee7a ch\u00ednh m\u00ecnh.<\/span><\/p>\n

4. Vi\u1ebft lu\u1eadn v\u0103n<\/b><\/span><\/h3>\n

Lu\u1eadn v\u0103n t\u1ed1t nghi\u1ec7p l\u00e0 n\u01a1i t\u01b0 duy ph\u1ea3n bi\u1ec7n \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u00f5 nh\u1ea5t. Theo m\u00f4 t\u1ea3 h\u1ecdc ph\u1ea7n lu\u1eadn v\u0103n c\u1ee7a Metropolia Business School, sinh vi\u00ean ph\u1ea3i ch\u1ee9ng minh n\u0103ng l\u1ef1c ph\u1ea3n bi\u1ec7n qua vi\u1ec7c \u0111\u00e1nh gi\u00e1 t\u00e0i li\u1ec7u, thi\u1ebft k\u1ebf c\u00e1ch thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch.<\/span><\/p>\n

Sinh vi\u00ean c\u0169ng c\u1ea7n x\u00e2y d\u1ef1ng l\u1eadp lu\u1eadn khoa h\u1ecdc v\u00e0 tr\u00edch d\u1eabn ngu\u1ed3n \u0111\u00fang chu\u1ea9n. \u0110\u00e2y l\u00e0 k\u1ef9 n\u0103ng ng\u00e0y c\u00e0ng quan tr\u1ecdng khi th\u00f4ng tin t\u1eeb Internet v\u00e0 c\u00f4ng c\u1ee5 AI c\u1ea7n \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng tr\u01b0\u1edbc khi s\u1eed d\u1ee5ng.<\/span><\/p>\n

T\u01b0 duy ph\u1ea3n bi\u1ec7n \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 nh\u01b0 th\u1ebf n\u00e0o \u1edf Metropolia University Program?<\/b><\/h2>\n

C\u00e1c tr\u01b0\u1eddng Ph\u1ea7n Lan \u00e1p d\u1ee5ng ba c\u00e1ch th\u1ee9c ch\u00ednh.<\/span><\/p>\n

Ti\u00eau ch\u00ed n\u0103ng l\u1ef1c c\u00f4ng khai tr\u00ean thang 0-5:<\/b> C\u00e1c h\u1ecdc ph\u1ea7n t\u1ea1i Metropolia University Program th\u01b0\u1eddng c\u00f4ng b\u1ed1 tr\u01b0\u1edbc ti\u00eau ch\u00ed cho m\u1ee9c \u0111i\u1ec3m 1, 3 v\u00e0 5. V\u1edbi <\/span>MINNO\u00ae<\/span><\/a> , m\u1ed9t h\u1ecdc ph\u1ea7n d\u1ef1 \u00e1n \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o \u0111a ng\u00e0nh c\u1ee7a Metropolia University program, n\u01a1i sinh vi\u00ean nhi\u1ec1u ng\u00e0nh c\u00f9ng l\u00e0m vi\u1ec7c nh\u00f3m \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n do doanh nghi\u1ec7p v\u00e0 t\u1ed5 ch\u1ee9c \u0111\u1eb7t ra. V\u1edbi h\u1ecdc ph\u1ea7n n\u00e0y, m\u1ee9c 1 y\u00eau c\u1ea7u sinh vi\u00ean nh\u1eadn bi\u1ebft quy tr\u00ecnh \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o, c\u00f2n m\u1ee9c 5 \u0111\u00f2i h\u1ecfi sinh vi\u00ean t\u1ef1 ph\u00e2n t\u00edch, \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c v\u00e0 qu\u00e1 tr\u00ecnh h\u1ecdc c\u1ee7a m\u00ecnh.\u00a0<\/span><\/span><\/p>\n

\u0110\u00e1nh gi\u00e1 c\u1ea3 qu\u00e1 tr\u00ecnh, kh\u00f4ng ch\u1ec9 s\u1ea3n ph\u1ea9m: <\/b>Theo h\u01b0\u1edbng d\u1eabn \u0111\u00e1nh gi\u00e1 lu\u1eadn v\u0103n c\u1ee7a Metropolia, \u0111i\u1ec3m s\u1ed1 d\u1ef1a tr\u00ean b\u00e1o c\u00e1o, to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n, ph\u1ea7n tr\u00ecnh b\u00e0y t\u1ea1i seminar v\u00e0 ph\u1ea3n h\u1ed3i t\u1eeb \u0111\u01a1n v\u1ecb \u0111\u1eb7t h\u00e0ng \u0111\u1ec1 t\u00e0i. C\u00e1c ti\u00eau ch\u00ed nh\u01b0 t\u00ednh ph\u1ea3n bi\u1ec7n, ph\u00e2n t\u00edch v\u00e0 ph\u1ea3n t\u01b0 hay l\u1eadp lu\u1eadn v\u00e0 c\u00e1ch s\u1eed d\u1ee5ng ngu\u1ed3n \u0111\u01b0\u1ee3c n\u00eau r\u00f5.<\/span><\/span><\/p>\n

B\u00e0i t\u1eadp t\u00ecnh hu\u1ed1ng: <\/b>T\u1ea1i Metropolia University Program, sinh vi\u00ean th\u01b0\u1eddng xuy\u00ean l\u00e0m vi\u1ec7c nh\u00f3m, v\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c \u0111a ng\u00e0nh \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c t\u00ecnh hu\u1ed1ng v\u00e0 y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p theo ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc qua d\u1ef1 \u00e1n. C\u00e1c d\u1ef1 \u00e1n h\u1ecdc ph\u1ea7n, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p, kh\u00f4ng ph\u1ea3i b\u00e0i t\u1eadp gi\u1ea3 \u0111\u1ecbnh m\u00e0 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u1eeb nhu c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a \u0111\u1ed1i t\u00e1c v\u00e0 doanh nghi\u1ec7p t\u1ea1i Vi\u1ec7t Nam.<\/span><\/span><\/p>\n

Metropolia University Program: Ti\u1ebfp c\u1eadn ph\u01b0\u01a1ng ph\u00e1p r\u00e8n luy\u1ec7n <\/b>t\u01b0 duy ph\u1ea3n bi\u1ec7n t\u1ea1i Vi\u1ec7t Nam<\/b><\/h2>\n
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Sinh vi\u00ean Metropolia University Program c\u00f9ng ki\u1ec3m tra, so s\u00e1nh c\u00e1c prototype v\u00e0 trao \u0111\u1ed5i ph\u01b0\u01a1ng \u00e1n, r\u00e8n t\u01b0 duy ph\u1ea3n bi\u1ec7n qua l\u00e0m vi\u1ec7c nh\u00f3m.<\/span><\/figcaption><\/figure>\n

Theo TS. Peter Pham, Tr\u01b0\u1edfng khoa C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh, chia s\u1ebb t\u1ea1i h\u1ed9i th\u1ea3o ng\u00e0y 21\/10\/2026, doanh nghi\u1ec7p \u0111\u01b0a ra b\u00e0i to\u00e1n, mentor h\u1ed7 tr\u1ee3 v\u00e0 doanh nghi\u1ec7p ph\u1ea3n bi\u1ec7n k\u1ebft qu\u1ea3 c\u1ee7a sinh vi\u00ean trong qu\u00e1 tr\u00ecnh h\u1ecdc. Ngay t\u1eeb n\u0103m nh\u1ea5t, sinh vi\u00ean Smart IT \u0111\u00e3 d\u00f9ng Python v\u00e0 MariaDB x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 cho tr\u00f2 ch\u01a1i m\u00f4 ph\u1ecfng bay v\u1edbi d\u1eef li\u1ec7u h\u01a1n 43.000 s\u00e2n bay; trong <\/span>MINNO\u00ae<\/span><\/a> , sinh vi\u00ean lu\u00e2n phi\u00ean vai tr\u00f2 v\u00e0 b\u1ea3o v\u1ec7 ph\u01b0\u01a1ng \u00e1n tr\u01b0\u1edbc doanh nghi\u1ec7p b\u1eb1ng d\u1eef li\u1ec7u v\u00e0 l\u1eadp lu\u1eadn.<\/span><\/span><\/p>\n

\u0110\u1ed1i v\u1edbi sinh vi\u00ean, r\u00e8n luy\u1ec7n t\u01b0 duy ph\u1ea3n bi\u1ec7n l\u00e0 v\u00f4 c\u00f9ng c\u1ea7n thi\u1ebft, b\u1edfi \u0111\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 th\u00f4ng tin, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh c\u00f3 c\u0103n c\u1ee9 v\u00e0 l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 trong th\u1eddi \u0111\u1ea1i AI. T\u1ea1i Metropolia, sinh vi\u00ean \u0111\u01b0\u1ee3c trang b\u1ecb k\u1ef9 n\u0103ng t\u01b0 duy ph\u1ea3n bi\u1ec7n qua d\u1ef1 \u00e1n th\u1ef1c t\u1ebf, ph\u1ea3n bi\u1ec7n \u0111\u1ed3ng \u0111\u1eb3ng v\u00e0 lu\u1eadn v\u0103n, cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 b\u1eb1ng ti\u00eau ch\u00ed n\u0103ng l\u1ef1c minh b\u1ea1ch. T\u00ecm hi\u1ec3u Metropolia University Program \u0111\u1ec3 bi\u1ebft th\u00eam chi ti\u1ebft v\u1ec1 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp, k\u1ef9 n\u0103ng m\u1ec1m v\u00e0 c\u01a1 h\u1ed9i ti\u1ebfp c\u1eadn gi\u00e1o d\u1ee5c \u1ee9ng d\u1ee5ng Ph\u1ea7n Lan ngay t\u1ea1i Vi\u1ec7t Nam.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

\u1ede \u0111\u1ea1i h\u1ecdc Ph\u1ea7n Lan, t\u01b0 duy ph\u1ea3n bi\u1ec7n \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ngay trong h\u1ecdc ph\u1ea7n chuy\u00ean ng\u00e0nh: qua d\u1ef1 \u00e1n th\u1ef1c t\u1ebf, ph\u1ea3n bi\u1ec7n \u0111\u1ed3ng \u0111\u1eb3ng v\u00e0 lu\u1eadn v\u0103n. K\u1ef9 n\u0103ng n\u00e0y \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 theo ti\u00eau ch\u00ed n\u0103ng l\u1ef1c c\u00f4ng khai tr\u00ean thang 0-5, x\u00e9t c\u1ea3 qu\u00e1 tr\u00ecnh l\u1eabn s\u1ea3n ph\u1ea9m, v\u00e0 \u0111\u00e1nh gi\u00e1 b\u1eb1ng b\u00e0i t\u1eadp t\u00ecnh hu\u1ed1ng.<\/em><\/strong><\/p>\n","protected":false},"author":2,"featured_media":3096,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,43,101,114],"class_list":["post-3091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","tag-giao-duc-phan-lan","tag-finland-metropolia-vietnam","tag-metropolia-viet-nam","tag-tu-duy-phan-bien","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/3091","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=3091"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/3091\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/3096"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=3091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=3091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=3091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}