{"id":3080,"date":"2026-11-08T20:26:57","date_gmt":"2026-11-08T13:26:57","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=3080"},"modified":"2026-11-08T20:47:44","modified_gmt":"2026-11-08T13:47:44","slug":"qualcomm-winter-bootcamp-2026-physical-edge-ai","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/qualcomm-winter-bootcamp-2026-physical-edge-ai\/","title":{"rendered":"Qualcomm Winter Bootcamp 2026: C\u01a1 h\u1ed9i chinh ph\u1ee5c Physical Edge AI d\u00e0nh cho sinh vi\u00ean Metropolia University Program"},"content":{"rendered":"

\u0110\u1eb1ng sau nh\u1eefng c\u00f4ng ngh\u1ec7 quen thu\u1ed9c nh\u01b0 b\u1ed9 vi x\u1eed l\u00fd Snapdragon tr\u00ean smartphone, n\u1ec1n t\u1ea3ng k\u1ebft n\u1ed1i 5G hay c\u00e1c gi\u1ea3i ph\u00e1p AI v\u00e0 Internet v\u1ea1n v\u1eadt (IoT) l\u00e0 <\/span>Qualcomm<\/b> \u2013 t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u chuy\u00ean ph\u00e1t tri\u1ec3n chip b\u00e1n d\u1eabn, n\u1ec1n t\u1ea3ng x\u1eed l\u00fd v\u00e0 gi\u1ea3i ph\u00e1p k\u1ebft n\u1ed1i th\u00f4ng minh. Kh\u00f4ng ch\u1ec9 hi\u1ec7n di\u1ec7n trong l\u0129nh v\u1ef1c thi\u1ebft b\u1ecb di \u0111\u1ed9ng, Qualcomm c\u00f2n m\u1edf r\u1ed9ng c\u00f4ng ngh\u1ec7 sang m\u00e1y t\u00ednh, \u00f4 t\u00f4, thi\u1ebft b\u1ecb c\u00f4ng nghi\u1ec7p v\u00e0 h\u1ec7 sinh th\u00e1i AI.<\/span><\/p>\n

M\u1ed9t trong nh\u1eefng h\u01b0\u1edbng ph\u00e1t tri\u1ec3n \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 Edge AI \u2013 c\u00f4ng ngh\u1ec7 cho ph\u00e9p thi\u1ebft b\u1ecb x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 AI ngay t\u1ea1i n\u01a1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra. \u0110\u1ec3 gi\u00fap ng\u01b0\u1eddi h\u1ecdc ti\u1ebfp c\u1eadn s\u00e2u h\u01a1n v\u1edbi l\u0129nh v\u1ef1c n\u00e0y, <\/span>Qualcomm Winter Bootcamp 2026<\/b> mang \u0111\u1ebfn ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u1ec1 Physical Edge AI, k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt v\u1edbi ho\u1ea1t \u0111\u1ed9ng th\u1ef1c h\u00e0nh tr\u00ean ph\u1ea7n c\u1ee9ng th\u1ef1c t\u1ebf.<\/span><\/p>\n

Physical Edge AI: Khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o b\u01b0\u1edbc ra kh\u1ecfi m\u00e0n h\u00ecnh<\/b><\/h2>\n

N\u1ebfu AI truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c h\u00ecnh dung qua nh\u1eefng m\u00f4 h\u00ecnh ch\u1ea1y tr\u00ean m\u00e1y t\u00ednh ho\u1eb7c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y, Physical Edge AI h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c \u0111\u01b0a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0o c\u00e1c thi\u1ebft b\u1ecb c\u00f3 kh\u1ea3 n\u0103ng c\u1ea3m nh\u1eadn v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4i tr\u01b0\u1eddng xung quanh. C\u00f4ng ngh\u1ec7 n\u00e0y m\u1edf ra nhi\u1ec1u \u1ee9ng d\u1ee5ng trong robot, camera th\u00f4ng minh, h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 c\u00e1c thi\u1ebft b\u1ecb IoT.<\/span><\/p>\n

\u0110\u00e2y c\u0169ng l\u00e0 tr\u1ecdng t\u00e2m c\u1ee7a Qualcomm Winter Bootcamp 2026. Trong 3,5 ng\u00e0y, h\u1ecdc vi\u00ean \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn quy tr\u00ecnh ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI, t\u1eeb x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh \u0111\u1ebfn t\u1ed1i \u01b0u v\u00e0 tri\u1ec3n khai tr\u00ean thi\u1ebft b\u1ecb s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 Qualcomm. \u0110\u1eb7c bi\u1ec7t, ch\u01b0\u01a1ng tr\u00ecnh t\u1ea1o \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc tr\u1ef1c ti\u1ebfp th\u1ef1c h\u00e0nh v\u1edbi c\u00f4ng ngh\u1ec7 Qualcomm v\u00e0 Arduino, qua \u0111\u00f3 hi\u1ec3u r\u00f5 h\u01a1n m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa thu\u1eadt to\u00e1n, ph\u1ea7n m\u1ec1m v\u00e0 ph\u1ea7n c\u1ee9ng.<\/span><\/p>\n

\"Qualcomm\"
Qualcomm Winter Bootcamp 2026 mang \u0111\u1ebfn ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u1ec1 Physical Edge AI, k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt v\u1edbi tr\u1ea3i nghi\u1ec7m th\u1ef1c h\u00e0nh tr\u00ean thi\u1ebft b\u1ecb.<\/figcaption><\/figure>\n

Th\u1ef1c h\u00e0nh 3 d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7, ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m c\u00f9ng chuy\u00ean gia<\/b><\/h2>\n

Thay v\u00ec ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c t\u00ecm hi\u1ec3u l\u00fd thuy\u1ebft, h\u1ecdc vi\u00ean s\u1ebd tr\u1ef1c ti\u1ebfp tham gia ba d\u1ef1 \u00e1n th\u1ef1c h\u00e0nh thu\u1ed9c c\u00e1c nh\u00f3m Audio (\u00e2m thanh), Vision (th\u1ecb gi\u00e1c m\u00e1y t\u00ednh) v\u00e0 Motion (chuy\u1ec3n \u0111\u1ed9ng). Qua t\u1eebng d\u1ef1 \u00e1n, ng\u01b0\u1eddi h\u1ecdc c\u00f3 c\u01a1 h\u1ed9i v\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c \u0111\u1ec3 ph\u00e1t tri\u1ec3n, t\u1ed1i \u01b0u v\u00e0 ki\u1ec3m th\u1eed m\u00f4 h\u00ecnh AI tr\u00ean thi\u1ebft b\u1ecb th\u1ef1c t\u1ebf.<\/span><\/p>\n

\"\"
Kh\u00f4ng gian Qualcomm-Arduino Innovation Lab, n\u01a1i h\u1ecdc vi\u00ean ti\u1ebfp c\u1eadn m\u00f4i tr\u01b0\u1eddng th\u1ef1c h\u00e0nh v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI.<\/figcaption><\/figure>\n

M\u1ed9t trong nh\u1eefng ho\u1ea1t \u0111\u1ed9ng \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 Hackathon, n\u01a1i c\u00e1c nh\u00f3m h\u1ecdc vi\u00ean c\u00f9ng ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p cho nh\u1eefng b\u00e0i to\u00e1n c\u00f4ng ngh\u1ec7 d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a chuy\u00ean gia. Ch\u01b0\u01a1ng tr\u00ecnh kh\u00e9p l\u1ea1i b\u1eb1ng phi\u00ean Final Demo & Showcase, n\u01a1i c\u00e1c nh\u00f3m ho\u00e0n thi\u1ec7n, thuy\u1ebft tr\u00ecnh v\u00e0 tr\u00ecnh di\u1ec5n s\u1ea3n ph\u1ea9m c\u1ee7a m\u00ecnh.<\/span><\/p>\n

\"\"
Th\u1ef1c h\u00e0nh tr\u1ef1c ti\u1ebfp v\u1edbi thi\u1ebft b\u1ecb Qualcomm v\u00e0 Arduino gi\u00fap h\u1ecdc vi\u00ean tr\u1ea3i nghi\u1ec7m qu\u00e1 tr\u00ecnh \u0111\u01b0a m\u00f4 h\u00ecnh AI t\u1eeb m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n l\u00ean ph\u1ea7n c\u1ee9ng.<\/figcaption><\/figure>\n

Th\u00f4ng qua qu\u00e1 tr\u00ecnh n\u00e0y, h\u1ecdc vi\u00ean kh\u00f4ng ch\u1ec9 c\u1ee7ng c\u1ed1 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n m\u00e0 c\u00f2n r\u00e8n luy\u1ec7n t\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m v\u00e0 kh\u1ea3 n\u0103ng tr\u00ecnh b\u00e0y gi\u1ea3i ph\u00e1p k\u1ef9 thu\u1eadt. S\u1ea3n ph\u1ea9m ho\u00e0n thi\u1ec7n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t d\u1ef1 \u00e1n th\u1ef1c t\u1ebf \u0111\u1ec3 b\u1ed5 sung v\u00e0o portfolio c\u00e1 nh\u00e2n. Sau khi \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u c\u1ee7a kh\u00f3a h\u1ecdc, h\u1ecdc vi\u00ean c\u00f3 c\u01a1 h\u1ed9i nh\u1eadn ch\u1ee9ng ch\u1ec9 Qualcomm AI Upskilling Certificate. Nh\u1eefng c\u00e1 nh\u00e2n c\u00f3 th\u00e0nh t\u00edch n\u1ed5i b\u1eadt c\u00f2n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c xem x\u00e9t cho c\u01a1 h\u1ed9i th\u1ef1c t\u1eadp t\u1ea1i FPT Software.<\/span><\/p>\n

M\u1edf r\u1ed9ng tr\u1ea3i nghi\u1ec7m c\u00f4ng ngh\u1ec7 cho sinh vi\u00ean Metropolia University Program<\/b><\/h2>\n

Metropolia University Program<\/a> l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh c\u1eed nh\u00e2n qu\u1ed1c t\u1ebf li\u00ean k\u1ebft gi\u1eefa Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT v\u00e0 Metropolia University of Applied Sciences<\/a> \u2013 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc khoa h\u1ecdc \u1ee9ng d\u1ee5ng l\u1edbn nh\u1ea5t Ph\u1ea7n Lan. V\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00e0o t\u1ea1o \u1ee9ng d\u1ee5ng, g\u1eafn k\u1ebft ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u1edbi th\u1ef1c ti\u1ec5n doanh nghi\u1ec7p, ch\u01b0\u01a1ng tr\u00ecnh ch\u00fa tr\u1ecdng t\u1ea1o c\u01a1 h\u1ed9i \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c ngh\u1ec1 nghi\u1ec7p.<\/span><\/p>\n

Trong \u0111\u00f3, Qualcomm Winter Bootcamp 2026 l\u00e0 m\u1ed9t c\u01a1 h\u1ed9i b\u1ed5 tr\u1ee3 thi\u1ebft th\u1ef1c cho sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh (Smart IT), \u0111\u1eb7c bi\u1ec7t v\u1edbi nh\u1eefng b\u1ea1n quan t\u00e2m \u0111\u1ebfn AI, IoT, h\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a. Vi\u1ec7c tr\u1ef1c ti\u1ebfp x\u00e2y d\u1ef1ng, th\u1eed nghi\u1ec7m v\u00e0 tr\u00ecnh di\u1ec5n s\u1ea3n ph\u1ea9m gi\u00fap ng\u01b0\u1eddi h\u1ecdc m\u1edf r\u1ed9ng tr\u1ea3i nghi\u1ec7m chuy\u00ean m\u00f4n, k\u1ebft n\u1ed1i v\u1edbi chuy\u00ean gia c\u00f4ng ngh\u1ec7 v\u00e0 t\u1eebng b\u01b0\u1edbc h\u00ecnh th\u00e0nh portfolio c\u00f3 t\u00ednh \u1ee9ng d\u1ee5ng.<\/span><\/p>\n

\u0110\u00e2y c\u0169ng l\u00e0 d\u1ecbp \u0111\u1ec3 sinh vi\u00ean ch\u1ee7 \u0111\u1ed9ng kh\u00e1m ph\u00e1 nh\u1eefng h\u01b0\u1edbng ph\u00e1t tri\u1ec3n m\u1edbi c\u1ee7a ng\u00e0nh c\u00f4ng ngh\u1ec7, t\u1eeb \u0111\u00f3 chu\u1ea9n b\u1ecb t\u1ed1t h\u01a1n cho h\u00e0nh tr\u00ecnh h\u1ecdc t\u1eadp v\u00e0 ngh\u1ec1 nghi\u1ec7p trong t\u01b0\u01a1ng lai.<\/span><\/p>\n

Th\u00f4ng tin \u0111\u0103ng k\u00fd Qualcomm Winter Bootcamp 2026<\/b><\/h2>\n