{"id":1834,"date":"2025-11-25T22:12:46","date_gmt":"2025-11-25T15:12:46","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=1834"},"modified":"2025-11-26T08:56:20","modified_gmt":"2025-11-26T01:56:20","slug":"bi-quyet-giup-sv-metropolia-dan-dau-cong-nghe","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/bi-quyet-giup-sv-metropolia-dan-dau-cong-nghe\/","title":{"rendered":"B\u00ed quy\u1ebft n\u00e0o gi\u00fap sinh vi\u00ean Metropolia Vietnam “b\u1eaft k\u1ecbp” \u0111\u00e0 t\u0103ng tr\u01b0\u1edfng c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u?"},"content":{"rendered":"

Gi\u1eefa th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 v\u1eadn h\u00e0nh v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c, th\u1ebf h\u1ec7 chuy\u00ean gia c\u00f4ng ngh\u1ec7 th\u00f4ng tin tr\u1ebb c\u1ea7n nhi\u1ec1u h\u01a1n ki\u1ebfn th\u1ee9c l\u00fd thuy\u1ebft \u0111\u1ec3 b\u01b0\u1edbc v\u00e0o ngh\u1ec1. N\u0103ng l\u1ef1c th\u1ef1c s\u1ef1 \u0111\u01b0\u1ee3c h\u00ecnh th\u00e0nh t\u1eeb vi\u1ec7c tr\u1ea3i nghi\u1ec7m tr\u1ef1c ti\u1ebfp v\u1edbi nh\u1eefng c\u00f4ng ngh\u1ec7 gi\u1eef vai tr\u00f2 tr\u1ecdng t\u00e2m trong k\u1ef7 nguy\u00ean s\u1ed1.\u00a0<\/span><\/i><\/span><\/p>\n

Metropolia Vietnam kh\u00f4ng ch\u1ec9 \u0111\u00e0o t\u1ea1o k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh<\/a>, m\u00e0 c\u00f2n trang b\u1ecb cho sinh vi\u00ean nh\u1eefng h\u1ec7 th\u1ed1ng, c\u00f4ng c\u1ee5 v\u00e0 n\u1ec1n t\u1ea3ng \u0111ang \u0111\u01b0\u1ee3c c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi s\u1eed d\u1ee5ng, ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc t\u1eadp t\u1ea1i \u0111\u00e2y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u1ea1o ra ngu\u1ed3n nh\u00e2n l\u1ef1c s\u1eb5n s\u00e0ng l\u00e0m vi\u1ec7c theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf ngay khi t\u1ed1t nghi\u1ec7p.<\/span><\/p>\n

M\u00f4i tr\u01b0\u1eddng th\u1ef1c h\u00e0nh hi\u1ec7n \u0111\u1ea1i, ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 l\u00f5i c\u1ee7a AI Robot v\u00e0 C\u00f4ng nghi\u1ec7p 4.0<\/b><\/span><\/h2>\n

Trong k\u1ef7 nguy\u00ean c\u1ee7a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AI) v\u00e0 Robot, vi\u1ec7c t\u00edch h\u1ee3p ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u1edbi y\u00eau c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u. Th\u00f4ng qua m\u00f4 h\u00ecnh “Labs in Action”, ch\u01b0\u01a1ng tr\u00ecnh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Metropolia Vietnam \u0111\u1ea3m b\u1ea3o sinh vi\u00ean \u0111\u01b0\u1ee3c tr\u1ef1c ti\u1ebfp ti\u1ebfp c\u1eadn v\u00e0 l\u00e0m ch\u1ee7 c\u00e1c n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 ti\u00ean phong, c\u1ed1t l\u00f5i c\u1ee7a C\u00f4ng nghi\u1ec7p 4.0<\/span><\/p>\n

T\u00ednh ti\u00ean phong c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u00f5 qua vi\u1ec7c sinh vi\u00ean l\u00e0m vi\u1ec7c v\u1edbi AI Robot — ROSMASTER X3. M\u00f4 h\u00ecnh n\u00e0y l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 to\u00e0n di\u1ec7n v\u00e0 linh ho\u1ea1t, ho\u00e0n h\u1ea3o cho gi\u00e1o d\u1ee5c v\u00e0 c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u trong l\u0129nh v\u1ef1c Robotic, AI, v\u00e0 IoT.<\/span><\/p>\n

\"TS.
TS. Peter Pham \u2013 Tr\u01b0\u1edfng khoa c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh Finland Metropolia Vietnam gi\u1edbi thi\u1ec7u Robot ROSMASTER X3<\/figcaption><\/figure>\n

Trung t\u00e2m c\u1ee7a n\u1ec1n t\u1ea3ng n\u00e0y ch\u00ednh l\u00e0 bo m\u1ea1ch ch\u1ee7 hi\u1ec7u su\u1ea5t cao Jetson Orin Nano\/Orin NX v\u00e0 c\u00e1c phi\u00ean b\u1ea3n n\u00e2ng c\u1ea5p nh\u01b0 JETSON ORIN NX SUPER. Jetson Orin l\u00e0 m\u1ed9t chi\u1ebfc m\u00e1y t\u00ednh nh\u00fang (Embedded Computer) thu\u1ed9c v\u1ec1 d\u00f2ng s\u1ea3n ph\u1ea9m AI \u1edf bi\u00ean (Edge AI) m\u1ea1nh m\u1ebd t\u1eeb NVIDIA \u2013 m\u1ed9t “g\u00e3 kh\u1ed5ng l\u1ed3” trong l\u0129nh v\u1ef1c GPU v\u00e0 chip AI. Vi\u1ec7c s\u1eed d\u1ee5ng Jetson Orin cho ph\u00e9p sinh vi\u00ean Metropolia Vietnam kh\u00f4ng ch\u1ec9 l\u1eadp tr\u00ecnh c\u00e1c thu\u1eadt to\u00e1n \u0111\u01a1n gi\u1ea3n, m\u00e0 c\u00f2n tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u (Deep Learning), x\u1eed l\u00fd th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision) ph\u1ee9c t\u1ea1p ngay tr\u00ean m\u1ed9t chi\u1ebfc m\u00e1y t\u00ednh nh\u00fang, m\u00f4 ph\u1ecfng quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c k\u1ef9 s\u01b0 ph\u00e1t tri\u1ec3n Robot v\u00e0 xe t\u1ef1 h\u00e0nh chuy\u00ean nghi\u1ec7p.<\/span><\/p>\n

H\u01a1n th\u1ebf n\u1eefa, \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh \u1ee9ng d\u1ee5ng to\u00e0n c\u1ea7u trong ph\u00e1t tri\u1ec3n Robot, sinh vi\u00ean \u0111\u01b0\u1ee3c l\u00e0m vi\u1ec7c v\u1edbi ROS (Robot Operating System), h\u1ec7 \u0111i\u1ec1u h\u00e0nh ti\u00eau chu\u1ea9n cho Robotics. K\u1ebft h\u1ee3p v\u1edbi ROS, c\u00e1c thi\u1ebft b\u1ecb ngo\u1ea1i vi chuy\u00ean d\u1ee5ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p, bao g\u1ed3m Astra Pro Plus Depth Camera (m\u1ed9t s\u1ea3n ph\u1ea9m c\u1ee7a ORBBEC) v\u00e0 c\u1ea3m bi\u1ebfn 4ROS Lidar.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh Finland Metropolia Vietnam t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4 h\u00ecnh Robot Robot – ROSMASTER<\/em><\/figcaption><\/figure>\n

\u00a0Lidar (Light Detection and Ranging) l\u00e0 c\u00f4ng ngh\u1ec7 c\u1ed1t y\u1ebfu cho vi\u1ec7c l\u1eadp b\u1ea3n \u0111\u1ed3 v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng c\u1ee7a Robot v\u00e0 xe t\u1ef1 h\u00e0nh, trong khi Depth Camera cung c\u1ea5p kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n chi\u1ec1u s\u00e2u 3D. Nh\u1edd nh\u1eefng c\u00f4ng c\u1ee5 th\u1ef1c h\u00e0nh n\u00e0y, sinh vi\u00ean c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ee9c t\u1ea1p nh\u01b0 nh\u1eadn d\u1ea1ng \u0111\u1ed1i t\u01b0\u1ee3ng 3D, theo d\u00f5i h\u00ecnh \u1ea3nh (Visual Tracking) v\u00e0 l\u1eadp b\u1ea3n \u0111\u1ed3 m\u00f4i tr\u01b0\u1eddng, v\u01b0\u1ee3t xa c\u00e1c b\u00e0i t\u1eadp l\u1eadp tr\u00ecnh c\u01a1 b\u1ea3n.<\/span><\/p>\n

Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn v\u00e0 l\u00e0m ch\u1ee7 c\u00e1c c\u00f4ng ngh\u1ec7 n\u1ec1n t\u1ea3ng ti\u00ean phong nh\u01b0 Jetson Orin NX, ROS, Lidar, v\u00e0 Depth Camera ngay trong qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp kh\u00f4ng ch\u1ec9 trang b\u1ecb k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n m\u00e0 c\u00f2n t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh v\u01b0\u1ee3t tr\u1ed9i cho sinh vi\u00ean, gi\u00fap h\u1ecd b\u01b0\u1edbc v\u00e0o ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh v\u1edbi AI, IoT, v\u00e0 Robot v\u1edbi s\u1ef1 t\u1ef1 tin c\u1ee7a nh\u1eefng ng\u01b0\u1eddi \u0111\u00e3 t\u1eebng l\u00e0m vi\u1ec7c tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng ti\u00ean ti\u1ebfn nh\u1ea5t.<\/span><\/p>\n

Song song v\u1edbi AI, IoT, v\u00e0 Robot, ch\u01b0\u01a1ng tr\u00ecnh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh c\u1ee7a Finland Metropolia Vietnam c\u00f2n \u0111\u1ec1 c\u1eadp \u0111\u1ebfn\u00a0 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 th\u00f4ng minh Digital Twin. Digital Twin l\u00e0 c\u00f4ng ngh\u1ec7 n\u1ec1n t\u1ea3ng cho C\u00f4ng nghi\u1ec7p 4.0, cho ph\u00e9p t\u1ea1o ra b\u1ea3n sao s\u1ed1 h\u00f3a c\u1ee7a m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng ho\u1eb7c h\u1ec7 th\u1ed1ng v\u1eadt l\u00fd \u0111\u1ec3 m\u00f4 ph\u1ecfng, ph\u00e2n t\u00edch v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t. \u0110\u00e2y l\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c c\u00e1c t\u1eadp \u0111o\u00e0n s\u1ea3n xu\u1ea5t, n\u0103ng l\u01b0\u1ee3ng v\u00e0 x\u00e2y d\u1ef1ng h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi s\u1eed d\u1ee5ng. Vi\u1ec7c \u0111\u01b0a Digital Twin v\u00e0o ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc cho th\u1ea5y t\u1ea7m nh\u00ecn chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a Metropolia Vietnam trong vi\u1ec7c trang b\u1ecb cho sinh vi\u00ean ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai.<\/span><\/p>\n

\u0110\u00f3n \u0111\u1ea7u h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u th\u00f4ng qua ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o \u1ee9ng d\u1ee5ng ti\u00ean ti\u1ebfn<\/b><\/span><\/h2>\n

N\u1ebfu AI, IoT v\u00e0 Robotics \u0111\u1ea1i di\u1ec7n cho s\u1ee9c m\u1ea1nh v\u1eadt l\u00fd c\u1ee7a c\u00f4ng ngh\u1ec7, th\u00ec \u0110i\u1ec7n to\u00e1n \u0110\u00e1m m\u00e2y (Cloud Computing) v\u00e0 H\u1ec7 th\u1ed1ng M\u1ea1ng l\u01b0\u1edbi (Networking) l\u00e0 \u201cx\u01b0\u01a1ng s\u1ed1ng\u201d k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a m\u1ecdi doanh nghi\u1ec7p to\u00e0n c\u1ea7u. T\u1ea1i Metropolia Vietnam, sinh vi\u00ean kh\u00f4ng ch\u1ec9 h\u1ecdc v\u1ec1 Cloud hay Networking m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c c\u00f3 c\u01a1 h\u1ed9i kh\u00e1m ph\u00e1 h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 c\u1ee7a hai t\u1eadp \u0111o\u00e0n th\u1ed1ng tr\u1ecb m\u1ea3ng n\u00e0y: Amazon Web Services (AWS) v\u00e0 Cisco.<\/span><\/p>\n

Metropolia Vietnam t\u1ef1 h\u00e0o l\u00e0 \u0111\u1ed1i t\u00e1c ch\u00ednh th\u1ee9c c\u1ee7a AWS Academy. AWS kh\u00f4ng ch\u1ec9 l\u00e0 nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 Cloud Computing h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi m\u00e0 c\u00f2n l\u00e0 n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t b\u1edfi c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u00e0 t\u1eadp \u0111o\u00e0n \u0111a qu\u1ed1c gia. Th\u00f4ng qua AWS Academy, sinh vi\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh \u0111\u01b0\u1ee3c c\u1ea5p quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp, ph\u00f2ng Lab \u1ea3o v\u00e0 t\u00e0i kho\u1ea3n AWS th\u1ef1c t\u1ebf.<\/span><\/p>\n

\u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0, thay v\u00ec h\u1ecdc l\u00fd thuy\u1ebft chung chung, sinh vi\u00ean \u0111\u01b0\u1ee3c th\u1ef1c h\u00e0nh thi\u1ebft k\u1ebf, tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y theo ti\u00eau chu\u1ea9n AWS to\u00e0n c\u1ea7u. H\u1ecd c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng Website, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef d\u1eef li\u1ec7u l\u1edbn, hay th\u1eadm ch\u00ed tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p AI\/ML\/LLM th\u00f4ng qua c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a AWS. Vi\u1ec7c ho\u00e0n th\u00e0nh c\u00e1c kh\u00f3a h\u1ecdc AWS Academy c\u00f2n gi\u00fap sinh vi\u00ean s\u1eb5n s\u00e0ng cho c\u00e1c k\u1ef3 thi l\u1ea5y ch\u1ee9ng ch\u1ec9 AWS chuy\u00ean nghi\u1ec7p, m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh qu\u1ed1c t\u1ebf \u0111\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i b\u1ea5t k\u1ef3 c\u00f4ng ty c\u00f4ng ngh\u1ec7 n\u00e0o tr\u00ean th\u1ebf gi\u1edbi.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean th\u1ef1c h\u00e0nh c\u1ea5u h\u00ecnh thi\u1ebft b\u1ecb m\u1ea1ng v\u1edbi ph\u1ea7n m\u1ec1m m\u00f4 ph\u1ecfng Cisco Packet Tracer<\/figcaption><\/figure>\n

B\u00ean c\u1ea1nh Cloud, k\u1ef9 n\u0103ng v\u1ec1 m\u1ea1ng v\u00e0 An ninh m\u1ea1ng (Cybersecurity) l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t kh\u00f4ng th\u1ec3 thi\u1ebfu. Ch\u01b0\u01a1ng tr\u00ecnh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Metropolia Vietnam c\u00f2n l\u00e0 \u0111\u1ed1i t\u00e1c c\u1ee7a Cisco Networking Academy. Cisco l\u00e0 c\u00f4ng ty h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi v\u1ec1 thi\u1ebft b\u1ecb m\u1ea1ng v\u00e0 gi\u1ea3i ph\u00e1p An ninh m\u1ea1ng. Th\u00f4ng qua Cisco Networking Academy, sinh vi\u00ean \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn gi\u00e1o tr\u00ecnh, m\u00f4 ph\u1ecfng v\u00e0 th\u1ef1c h\u00e0nh tr\u00ean c\u00e1c thi\u1ebft b\u1ecb m\u1ea1ng th\u1ef1c t\u1ebf, h\u1ecdc c\u00e1ch c\u1ea5u h\u00ecnh Router, Switch, v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p An ninh m\u1ea1ng theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf.\u00a0<\/span><\/p>\n

Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc c\u00f2n m\u1edf r\u1ed9ng gi\u1edbi thi\u1ec7u \u0111\u1ebfn sinh vi\u00ean c\u00f4ng ngh\u1ec7 th\u00f4ng tin c\u00e1c khung ph\u00e1p l\u00fd qu\u1ed1c t\u1ebf, c\u1eadp nh\u1eadt th\u00f4ng tin ch\u00ednh s\u00e1ch m\u1edbi nh\u1ea5t t\u1eeb C\u00f4ng \u01b0\u1edbc H\u00e0 N\u1ed9i (C\u00f4ng \u01b0\u1edbc c\u1ee7a Li\u00ean h\u1ee3p qu\u1ed1c v\u1ec1 ch\u1ed1ng t\u1ed9i ph\u1ea1m m\u1ea1ng) m\u1edbi \u0111\u00e2y, gi\u00fap sinh vi\u00ean c\u00f3 c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 c\u1ea3 k\u1ef9 thu\u1eadt v\u00e0 ch\u00ednh s\u00e1ch an ninh m\u1ea1ng to\u00e0n c\u1ea7u.<\/span> S\u1ef1 h\u1ee3p t\u00e1c n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng sinh vi\u00ean Metropolia Vietnam kh\u00f4ng ch\u1ec9 hi\u1ec3u c\u00e1ch k\u1ebft n\u1ed1i c\u00e1c thi\u1ebft b\u1ecb, m\u00e0 c\u00f2n n\u1eafm v\u1eefng nguy\u00ean t\u1eafc b\u1ea3o m\u1eadt th\u00f4ng tin (Information Security) theo chu\u1ea9n m\u1ef1c m\u00e0 c\u00e1c c\u01a1 quan, t\u1ed5 ch\u1ee9c l\u1edbn tr\u00ean to\u00e0n c\u1ea7u \u0111ang \u00e1p d\u1ee5ng. K\u1ef9 n\u0103ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o gi\u00fap sinh vi\u00ean s\u1eb5n s\u00e0ng \u0111\u1ea3m nh\u1eadn c\u00e1c vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c b\u1ea3o v\u1ec7 th\u00f4ng tin v\u00e0 t\u00e0i s\u1ea3n s\u1ed1 c\u1ee7a doanh nghi\u1ec7p.<\/span><\/span><\/p>\n

Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u1ed1i t\u00e1c c\u1ee7a AWS v\u00e0 Cisco, c\u00f9ng v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng ti\u00ean phong nh\u01b0 Jetson Orin NX v\u00e0 ROS, kh\u1eb3ng \u0111\u1ecbnh s\u1ee9 m\u1ec7nh c\u1ee7a Metropolia Vietnam trong vi\u1ec7c \u0111\u00e0o t\u1ea1o ra nh\u1eefng chuy\u00ean gia c\u00f4ng ngh\u1ec7 c\u00f3 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng th\u1ef1c t\u1ebf, l\u00e0m ch\u1ee7 c\u00e1c c\u00f4ng ngh\u1ec7 l\u00f5i v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 chuy\u00ean ng\u00e0nh theo ti\u00eau chu\u1ea9n th\u1ebf gi\u1edbi.<\/span><\/p>\n

S\u1ef1 \u0111\u1ea7u t\u01b0 v\u00e0o m\u00f4 h\u00ecnh th\u1ef1c chi\u1ebfn to\u00e0n c\u1ea7u n\u00e0y mang l\u1ea1i kinh nghi\u1ec7m v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng th\u1ef1c t\u1ebf ngay t\u1eeb khi c\u00f2n ng\u1ed3i tr\u00ean gh\u1ebf nh\u00e0 tr\u01b0\u1eddng. \u0110\u00e2y ch\u00ednh l\u00e0 gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i v\u00e0 l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 sinh vi\u00ean tr\u1edf th\u00e0nh nh\u1eefng chuy\u00ean gia c\u00f4ng ngh\u1ec7 th\u00f4ng minh, c\u00f3 s\u1ee9c c\u1ea1nh tranh cao v\u00e0 s\u1eb5n s\u00e0ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng kh\u1eaft khe c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n trong c\u00e1c l\u0129nh v\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng nh\u01b0 AI, IoT, Network, Big data & Analytics v\u00e0 Cybersecurity.<\/span><\/p>\n

T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 Ch\u01b0\u01a1ng tr\u00ecnh c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Metropolia Vietnam ngay h\u00f4m nay \u0111\u1ec3 tr\u1edf th\u00e0nh th\u1ebf h\u1ec7 chuy\u00ean gia c\u00f4ng ngh\u1ec7 m\u1edbi, l\u00e0m ch\u1ee7 t\u01b0\u01a1ng lai s\u1ed1 to\u00e0n c\u1ea7u.<\/span><\/p>\n

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

Gi\u1eefa th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 v\u1eadn h\u00e0nh v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c, th\u1ebf h\u1ec7 chuy\u00ean gia c\u00f4ng ngh\u1ec7 th\u00f4ng tin tr\u1ebb c\u1ea7n nhi\u1ec1u h\u01a1n ki\u1ebfn th\u1ee9c l\u00fd thuy\u1ebft \u0111\u1ec3 b\u01b0\u1edbc v\u00e0o ngh\u1ec1. N\u0103ng l\u1ef1c th\u1ef1c s\u1ef1 \u0111\u01b0\u1ee3c h\u00ecnh th\u00e0nh t\u1eeb vi\u1ec7c tr\u1ea3i nghi\u1ec7m tr\u1ef1c ti\u1ebfp v\u1edbi nh\u1eefng c\u00f4ng ngh\u1ec7 gi\u1eef vai tr\u00f2 tr\u1ecdng t\u00e2m trong…<\/p>\n","protected":false},"author":7,"featured_media":1838,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1834","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\/1834","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=1834"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/1834\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/1838"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=1834"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=1834"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=1834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}