{"id":2226,"date":"2026-02-04T00:13:09","date_gmt":"2026-02-03T17:13:09","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=2226"},"modified":"2026-02-04T00:13:58","modified_gmt":"2026-02-03T17:13:58","slug":"cntt-thong-minh-buoc-tien-moi-cntt-truyen-thong","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/cntt-thong-minh-buoc-tien-moi-cntt-truyen-thong\/","title":{"rendered":"CNTT th\u00f4ng minh \u2013 B\u01b0\u1edbc ti\u1ebfn t\u1eeb CNTT truy\u1ec1n th\u1ed1ng t\u1edbi t\u01b0 duy h\u1ec7 th\u1ed1ng c\u1ee7a k\u1ef9 s\u01b0 s\u1ed1 to\u00e0n c\u1ea7u"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh AI v\u00e0 k\u1ebft n\u1ed1i v\u1ea1n v\u1eadt (IoT) \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i n\u1ec1n kinh t\u1ebf to\u00e0n c\u1ea7u, CNTT truy\u1ec1n th\u1ed1ng \u0111ang d\u1ea7n b\u1ed9c l\u1ed9 nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 t\u00ednh th\u00edch \u1ee9ng. S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a CNTT th\u00f4ng minh kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu th\u1ebf t\u1ea5t y\u1ebfu m\u00e0 c\u00f2n \u0111\u1eb7t tr\u1ecdng t\u00e2m v\u00e0o t\u01b0 duy h\u1ec7 th\u1ed1ng v\u00e0 n\u0103ng l\u1ef1c qu\u1ea3n tr\u1ecb c\u00e1c h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 ph\u1ee9c h\u1ee3p.<\/b><\/em><\/p>\n

T\u1eeb l\u1eadp tr\u00ecnh chuy\u00ean bi\u1ec7t \u0111\u1ebfn ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng th\u00f4ng minh<\/b><\/h2>\n

Nhi\u1ec1u th\u1eadp k\u1ef7 qua, th\u1ebf gi\u1edbi v\u1eadn h\u00e0nh d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng IT truy\u1ec1n th\u1ed1ng \u2013 n\u01a1i c\u00e1c gi\u1ea3i ph\u00e1p ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 v\u00e0 ri\u00eang bi\u1ec7t. Trong m\u00f4 h\u00ecnh n\u00e0y, m\u1ed9t l\u1eadp tr\u00ecnh vi\u00ean c\u00f3 th\u1ec3 vi\u1ebft n\u00ean m\u1ed9t ph\u1ea7n m\u1ec1m, hay m\u1ed9t k\u1ef9 s\u01b0 ph\u1ea7n c\u1ee9ng c\u00f3 th\u1ec3 thi\u1ebft k\u1ebf m\u1ed9t b\u1ed9 vi x\u1eed l\u00fd \u01b0u vi\u1ec7t, nh\u01b0ng ch\u00fang th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng “\u1ed1c \u0111\u1ea3o” c\u00f4ng ngh\u1ec7 \u0111\u1ed9c l\u1eadp.<\/span><\/p>\n

Tuy nhi\u00ean, khi th\u1ebf gi\u1edbi ti\u1ebfn s\u00e2u v\u00e0o cu\u1ed9c \u0111ua c\u00f4ng ngh\u1ec7, s\u1ef1 t\u00e1ch bi\u1ec7t n\u00e0y tr\u1edf th\u00e0nh r\u00e0o c\u1ea3n l\u1edbn cho s\u1ef1 ph\u00e1t tri\u1ec3n, k\u1ef7 nguy\u00ean s\u1ed1 \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n th\u1ebf. CNTT th\u00f4ng minh ra \u0111\u1eddi \u0111\u1ec3 ph\u00e1 v\u1ee1 gi\u1edbi h\u1ea1n \u0111\u00f3, h\u01b0\u1edbng t\u1edbi vi\u1ec7c k\u1ebft n\u1ed1i c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p bao g\u1ed3m con ng\u01b0\u1eddi, quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 m\u00e1y m\u00f3c. M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng l\u00e0 t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng m\u00e0 \u1edf \u0111\u00f3, m\u1ecdi th\u00e0nh ph\u1ea7n kh\u00f4ng ch\u1ec9 t\u1ed3n t\u1ea1i song song m\u00e0 ph\u1ea3i “giao ti\u1ebfp” v\u00e0 v\u1eadn h\u00e0nh c\u00f9ng nhau, n\u01a1i m\u1ecdi m\u1eaft x\u00edch \u0111\u1ec1u \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p to\u00e0n di\u1ec7n.<\/span><\/p>\n

Ti\u1ebfn s\u0129 Vesa – Tr\u01b0\u1edfng ng\u00e0nh K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m, \u0110\u1ea1i h\u1ecdc Metropolia Ph\u1ea7n Lan, nh\u1ea5n m\u1ea1nh: <\/span>\u201cCNTT th\u00f4ng minh kh\u00f4ng ch\u1ec9 l\u00e0 ph\u1ea7n c\u1ee9ng hay ph\u1ea7n m\u1ec1m. N\u00f3 l\u00e0 c\u00e2u chuy\u1ec7n v\u1ec1 vi\u1ec7c k\u1ebft n\u1ed1i c\u00e1c h\u1ec7 th\u1ed1ng g\u1ed3m con ng\u01b0\u1eddi, quy tr\u00ecnh v\u00e0 m\u00e1y m\u00f3c \u0111\u1ec3 ch\u00fang v\u1eadn h\u00e0nh c\u00f9ng nhau nh\u01b0 m\u1ed9t th\u1ec3 th\u1ed1ng nh\u1ea5t.\u201d<\/span><\/i><\/p>\n

\"Ti\u1ebfn
Ti\u1ebfn s\u0129 Vesa – Tr\u01b0\u1edfng ng\u00e0nh K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m, \u0110\u1ea1i h\u1ecdc Metropolia Ph\u1ea7n Lan<\/figcaption><\/figure>\n

N\u00f3i c\u00e1ch kh\u00e1c, n\u1ebfu CNTT truy\u1ec1n th\u1ed1ng d\u1ea1y b\u1ea1n c\u00e1ch ch\u1ebf t\u1ea1o m\u1ed9t chi\u1ebfc b\u00e1nh xe t\u1ed1t, th\u00ec CNTT th\u00f4ng minh d\u1ea1y b\u1ea1n c\u00e1ch x\u00e2y d\u1ef1ng m\u1ed9t chi\u1ebfc xe t\u1ef1 h\u00e0nh, n\u01a1i b\u00e1nh xe, \u0111\u1ed9ng c\u01a1, c\u1ea3m bi\u1ebfn v\u00e0 b\u1ea3n \u0111\u1ed3 s\u1ed1 ph\u1ea3i \u201cn\u00f3i chuy\u1ec7n\u201d \u0111\u01b0\u1ee3c v\u1edbi nhau \u0111\u1ec3 \u0111\u01b0a h\u00e0nh kh\u00e1ch \u0111\u1ebfn \u0111\u00edch an to\u00e0n, TS. Vesa chia s\u1ebb.<\/span><\/p>\n

S\u1ef1 kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i c\u1ee7a CNTT th\u00f4ng minh n\u1eb1m \u1edf <\/span>t\u01b0 duy h\u1ec7 th\u1ed1ng (Systems Thinking). Thay v\u00ec t\u00edch l\u0169y c\u00e1c k\u1ef9 n\u0103ng c\u00f4ng ngh\u1ec7 \u0111\u01a1n l\u1ebb, ng\u01b0\u1eddi h\u1ecdc \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1ec3 hi\u1ec3u v\u00e0 qu\u1ea3n tr\u1ecb to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng: t\u1eeb thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i, n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u, h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y \u0111\u1ebfn y\u1ebfu t\u1ed1 b\u1ea3o m\u1eadt v\u00e0 gi\u00e1 tr\u1ecb v\u1eadn h\u00e0nh.\u00a0<\/span><\/p>\n

V\u1edbi sinh vi\u00ean, \u0111\u00e2y l\u00e0 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i mang t\u00ednh n\u1ec1n t\u1ea3ng \u2013 t\u1eeb vi\u1ec7c ch\u1ec9 vi\u1ebft m\u00e3 s\u1ea1ch sang kh\u1ea3 n\u0103ng \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111\u1ed1i v\u1edbi t\u1ed5 ch\u1ee9c v\u00e0 ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n

Ch\u00ednh t\u01b0 duy n\u00e0y t\u1ea1o n\u00ean ranh gi\u1edbi gi\u1eefa m\u1ed9t nh\u00e2n s\u1ef1 k\u1ef9 thu\u1eadt thu\u1ea7n t\u00fay v\u00e0 m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7, nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng ch\u1ec9 l\u00e0m cho h\u1ec7 th\u1ed1ng \u201cch\u1ea1y \u0111\u01b0\u1ee3c\u201d, m\u00e0 c\u00f2n \u0111\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng \u0111\u00f3 v\u1eadn h\u00e0nh hi\u1ec7u qu\u1ea3, b\u1ec1n v\u1eefng v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb th\u1ef1c trong m\u00f4i tr\u01b0\u1eddng s\u1ed1 ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p.<\/span><\/p>\n

\u201cB\u1ea3n \u0111\u1ed3\u201d c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u00e0 nh\u1eefng con s\u1ed1 bi\u1ebft n\u00f3i<\/b><\/h2>\n

Khi c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n, th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng to\u00e0n c\u1ea7u c\u0169ng \u0111\u1eb7t ra nh\u1eefng y\u00eau c\u1ea7u kh\u1eaft khe nh\u01b0ng \u0111\u1ea7y h\u1ee9a h\u1eb9n. Ms. Heidi Lehikoinen \u2013 Gi\u1ea3ng vi\u00ean cao c\u1ea5p t\u1ea1i Metropolia Ph\u1ea7n Lan nh\u1eadn \u0111\u1ecbnh r\u1eb1ng, c\u01a1 h\u1ed9i cho nh\u1eefng ng\u01b0\u1eddi theo \u0111u\u1ed5i CNTT th\u00f4ng minh \u0111ang b\u00f9ng n\u1ed5 m\u1ea1nh m\u1ebd, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c l\u0129nh v\u1ef1c then ch\u1ed1t nh\u01b0 T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 D\u1ecbch v\u1ee5 th\u00f4ng minh. T\u1ea1i \u0111\u00e2y, nh\u1eefng kh\u00e1i ni\u1ec7m nh\u01b0 nh\u00e0 th\u00f4ng minh (Smart Home) hay th\u00e0nh ph\u1ed1 th\u00f4ng minh (Smart City) kh\u00f4ng c\u00f2n l\u00e0 c\u00e2u chuy\u1ec7n vi\u1ec5n t\u01b0\u1edfng m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh nhu c\u1ea7u th\u1ef1c t\u1ebf, c\u1ea7n \u0111\u1ebfn b\u00e0n tay ki\u1ebfn t\u1ea1o c\u1ee7a nh\u1eefng k\u1ef9 s\u01b0 h\u1ec7 th\u1ed1ng t\u00e0i n\u0103ng.<\/span><\/p>\n

S\u1ef1 giao thoa gi\u1eefa CNTT v\u1edbi Y t\u1ebf v\u00e0 T\u00e0i ch\u00ednh (Healthtech & Fintech) c\u0169ng \u0111ang m\u1edf ra nh\u1eefng “v\u00f9ng \u0111\u1ea5t h\u1ee9a” m\u1edbi, n\u01a1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n b\u1ec7nh t\u1eadt ho\u1eb7c t\u1ed1i \u01b0u h\u00f3a d\u00f2ng ti\u1ec1n.\u00a0<\/span><\/p>\n

C\u00f9ng v\u1edbi \u0111\u00f3, vai tr\u00f2 c\u1ee7a c\u00e1c chuy\u00ean gia Ph\u00e2n t\u00edch d\u1eef li\u1ec7u (Data Analytics) v\u00e0 An ninh m\u1ea1ng (Cybersecurity) ng\u00e0y c\u00e0ng tr\u1edf n\u00ean \u0111\u1eaft gi\u00e1, \u0111\u00f3ng vai tr\u00f2 nh\u01b0 nh\u1eefng \u201cv\u1ec7 s\u0129\u201d v\u00e0 \u201cnh\u00e0 t\u01b0 v\u1ea5n chi\u1ebfn l\u01b0\u1ee3c\u201d cho doanh nghi\u1ec7p tr\u00ean kh\u00f4ng gian s\u1ed1. \u0110\u1ec3 duy tr\u00ec to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i n\u00e0y, n\u1ec1n t\u1ea3ng \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 IoT tr\u1edf th\u00e0nh m\u1ea1ch m\u00e1u xuy\u00ean su\u1ed1t, \u0111\u1ea3m b\u1ea3o m\u1ecdi d\u1ecbch v\u1ee5 lu\u00f4n s\u1eb5n s\u00e0ng v\u00e0 k\u1ebft n\u1ed1i to\u00e0n c\u1ea7u.<\/span><\/p>\n

\u0110i \u0111\u00f4i v\u1edbi ti\u1ec1m n\u0103ng ngh\u1ec1 nghi\u1ec7p l\u00e0 m\u1ee9c \u0111\u00e3i ng\u1ed9 x\u1ee9ng \u0111\u00e1ng. Ms. Heidi ti\u1ebft l\u1ed9, m\u1ee9c l\u01b0\u01a1ng \u0111i\u1ec3n h\u00ecnh cho m\u1ed9t k\u1ef9 s\u01b0 CNTT t\u1ea1i Ph\u1ea7n Lan \u2013 qu\u1ed1c gia h\u00e0ng \u0111\u1ea7u v\u1ec1 gi\u00e1o d\u1ee5c c\u00f4ng ngh\u1ec7 \u2013 c\u00f3 th\u1ec3 dao \u0111\u1ed9ng t\u1eeb 4.500 \u0111\u1ebfn 5.000 Euro m\u1ed7i th\u00e1ng (t\u01b0\u01a1ng \u0111\u01b0\u01a1ng kho\u1ea3ng 120 \u0111\u1ebfn 135 tri\u1ec7u \u0111\u1ed3ng). \u0110\u00e2y l\u00e0 m\u1ee9c thu nh\u1eadp c\u1ef1c k\u1ef3 c\u1ea1nh tranh, minh ch\u1ee9ng cho gi\u00e1 tr\u1ecb c\u1ee7a t\u01b0 duy chu\u1ea9n qu\u1ed1c t\u1ebf v\u00e0 kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p m\u00e0 ch\u01b0\u01a1ng tr\u00ecnh CNTT th\u00f4ng minh m\u00e0 Metropolia \u0111ang tri\u1ec3n khai.<\/span><\/p>\n

Finland Metropolia Vietnam – m\u00f4i tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o CNTT th\u00f4ng minh g\u1eafn li\u1ec1n v\u1edbi th\u1ef1c ti\u1ec5n<\/b><\/h2>\n

L\u00fd gi\u1ea3i cho vi\u1ec7c l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh gi\u00e1o d\u1ee5c \u1ee8ng d\u1ee5ng t\u1eeb Ph\u1ea7n Lan, c\u00e1c chuy\u00ean gia kh\u1eb3ng \u0111\u1ecbnh \u0111\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 qu\u1ed1c gia h\u1ea1nh ph\u00fac nh\u1ea5t th\u1ebf gi\u1edbi m\u00e0 c\u00f2n l\u00e0 “c\u00e1i n\u00f4i” c\u1ee7a nh\u1eefng ph\u00e1t minh c\u00f4ng ngh\u1ec7 v\u0129 \u0111\u1ea1i v\u00e0 tri\u1ebft l\u00fd gi\u00e1o d\u1ee5c l\u1ea5y ng\u01b0\u1eddi h\u1ecdc l\u00e0m trung t\u00e2m. Ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c t\u1ea1i Finland Metropolia Vietnam mang to\u00e0n b\u1ed9 tinh hoa th\u1ef1c d\u1ee5ng \u0111\u00f3 v\u1ec1 Vi\u1ec7t Nam, n\u01a1i sinh vi\u00ean \u0111\u01b0\u1ee3c tham gia v\u00e0o vi\u1ec7c h\u1ecdc qua d\u1ef1 \u00e1n (Project-based learning).<\/span><\/p>\n

\"Ph\u01b0\u01a1ng
Ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp theo d\u1ef1 \u00e1n th\u00fac \u0111\u1ea9y sinh vi\u00ean l\u00e0m vi\u1ec7c nh\u00f3m, t\u01b0\u01a1ng t\u00e1c ch\u1ee7 \u0111\u1ed9ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n v\u1edbi t\u01b0 duy h\u1ec7 th\u1ed1ng<\/figcaption><\/figure>\n

Theo Ti\u1ebfn s\u0129 Vesa kh\u1eb3ng \u0111\u1ecbnh: tr\u1ea3i nghi\u1ec7m th\u1ef1c chi\u1ebfn khi x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng k\u1ebft n\u1ed1i th\u1ef1c t\u1ebf s\u1ebd gi\u00fap sinh vi\u00ean h\u00ecnh th\u00e0nh hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 m\u1ed1i li\u00ean k\u1ebft v\u0129 m\u00f4 gi\u1eefa c\u00e1c th\u00e0nh ph\u1ea7n c\u00f4ng ngh\u1ec7. \u0110\u00e2y ch\u00ednh l\u00e0 b\u1ec7 ph\u00f3ng v\u1eefng ch\u1eafc \u0111\u1ec3 c\u00e1c b\u1ea1n tr\u1ebb t\u1ef1 tin n\u1eafm gi\u1eef nh\u1eefng v\u1ecb tr\u00ed ch\u1ee7 ch\u1ed1t trong c\u00e1c t\u1eadp \u0111o\u00e0n \u0111a qu\u1ed1c gia v\u00e0 c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 mang t\u1ea7m v\u00f3c qu\u1ed1c t\u1ebf.<\/span><\/p>\n

Ng\u00e0nh CNTT\u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc m\u1ed9t cu\u1ed9c t\u00e1i \u0111\u1ecbnh ngh\u0129a v\u1ec1 t\u01b0 duy v\u1eadn h\u00e0nh. CNTT th\u00f4ng minh kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf m\u1ed9t ng\u00e0nh h\u1ecdc, m\u00e0 l\u00e0 l\u1ed9 tr\u00ecnh \u0111\u1ecbnh h\u00ecnh n\u0103ng l\u1ef1c d\u1eabn d\u1eaft trong t\u01b0\u01a1ng lai s\u1ed1. Khi ranh gi\u1edbi gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb d\u1ea7n bi\u1ebfn m\u1ea5t, kh\u1ea3 n\u0103ng thi\u1ebft k\u1ebf v\u00e0 v\u1eadn h\u00e0nh nh\u1eefng h\u1ec7 th\u1ed1ng t\u00edch h\u1ee3p ch\u00ednh l\u00e0 th\u01b0\u1edbc \u0111o gi\u00e1 tr\u1ecb c\u1ee7a m\u1ed9t chuy\u00ean gia c\u00f4ng ngh\u1ec7.<\/span><\/p>\n

T\u1ea1i Finland Metropolia Vietnam, vi\u1ec7c k\u1ebft h\u1ee3p gi\u1eefa tinh hoa gi\u00e1o d\u1ee5c Ph\u1ea7n Lan v\u00e0 m\u1ea1ng l\u01b0\u1edbi c\u00f4ng nghi\u1ec7p c\u1ee7a FPT Education \u0111ang m\u1edf ra m\u1ed9t n\u1ec1n t\u1ea3ng th\u1ef1c ti\u1ec5n, gi\u00fap ng\u01b0\u1eddi h\u1ecdc chuy\u1ec3n h\u00f3a ki\u1ebfn th\u1ee9c th\u00e0nh n\u0103ng l\u1ef1c c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng qu\u1ed1c t\u1ebf.<\/span><\/p>\n

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

Trong b\u1ed1i c\u1ea3nh AI v\u00e0 k\u1ebft n\u1ed1i v\u1ea1n v\u1eadt (IoT) \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i n\u1ec1n kinh t\u1ebf to\u00e0n c\u1ea7u, CNTT truy\u1ec1n th\u1ed1ng \u0111ang d\u1ea7n b\u1ed9c l\u1ed9 nh\u1eefng h\u1ea1n ch\u1ebf v\u1ec1 t\u00ednh th\u00edch \u1ee9ng. S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a CNTT th\u00f4ng minh kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu th\u1ebf t\u1ea5t y\u1ebfu m\u00e0 c\u00f2n \u0111\u1eb7t tr\u1ecdng t\u00e2m v\u00e0o t\u01b0…<\/p>\n","protected":false},"author":7,"featured_media":2227,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2226","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\/2226","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=2226"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2226\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/2227"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=2226"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=2226"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=2226"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}