{"id":815,"date":"2025-07-29T12:00:24","date_gmt":"2025-07-29T05:00:24","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=815"},"modified":"2025-09-29T17:35:01","modified_gmt":"2025-09-29T10:35:01","slug":"metropolia-vietnam-dao-tao-iot-du-bao-thien-tai","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/metropolia-vietnam-dao-tao-iot-du-bao-thien-tai\/","title":{"rendered":"IoT \u2013 C\u00e1nh tay c\u00f4ng ngh\u1ec7 gi\u00fap Vi\u1ec7t Nam d\u1ef1 b\u00e1o thi\u00ean tai"},"content":{"rendered":"

Kh\u00f4ng ch\u1ec9 \u1ee9ng d\u1ee5ng trong cu\u1ed9c s\u1ed1ng th\u01b0\u1eddng nh\u1eadt, c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 Internet v\u1ea1n v\u1eadt (IoT) \u0111ang t\u1eebng b\u01b0\u1edbc tr\u1edf th\u00e0nh “c\u00e1nh tay n\u1ed1i d\u00e0i” cho ng\u00e0nh kh\u00ed t\u01b0\u1ee3ng th\u1ee7y v\u0103n Vi\u1ec7t Nam, b\u1eb1ng kh\u1ea3 n\u0103ng d\u1ef1 b\u00e1o s\u1edbm, c\u1ea3nh b\u00e1o nhanh, gi\u00fap gi\u1ea3m thi\u1ec3u thi\u1ec7t h\u1ea1i.<\/span><\/p>\n

IoT gi\u00fap con ng\u01b0\u1eddi \u201c\u0111\u1ecdc tr\u01b0\u1edbc\u201d thi\u00ean tai<\/b><\/h2>\n

T\u1eeb n\u0103m 2015, startup c\u00f4ng ngh\u1ec7 m\u00f4i tr\u01b0\u1eddng Watec \u0111\u00e3 ti\u00ean phong ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o l\u0169 l\u1ee5t s\u1edbm, t\u00edch h\u1ee3p c\u1ea3m bi\u1ebfn IoT \u0111\u1ec3 \u0111o l\u01b0u l\u01b0\u1ee3ng, t\u1ed1c \u0111\u1ed9 d\u00f2ng ch\u1ea3y v\u00e0 truy\u1ec1n d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u1ec1 trung t\u00e2m \u0111i\u1ec1u h\u00e0nh \u2013 h\u1ed7 tr\u1ee3 d\u1ef1 b\u00e1o ng\u1eadp l\u1ee5t ch\u00ednh x\u00e1c, k\u1ecbp th\u1eddi.<\/span>
\n<\/span> Ti\u1ebfp n\u1ed1i Watec, c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 b\u1ea3n \u0111\u1ed3 nh\u01b0 TechCoop v\u00e0 HiveTech Vietnam c\u0169ng ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch r\u1ee7i ro thi\u00ean tai d\u1ef1a tr\u00ean kh\u00f4ng gian \u0111\u1ecba l\u00fd v\u00e0 d\u1eef li\u1ec7u th\u1eddi ti\u1ebft, \u1ee9ng d\u1ee5ng trong logistics, n\u00f4ng nghi\u1ec7p v\u00e0 quy ho\u1ea1ch \u0111\u00f4 th\u1ecb th\u00f4ng minh.<\/span><\/p>\n

Kh\u00f4ng ch\u1ec9 startup v\u00e0o cu\u1ed9c, Trung t\u00e2m D\u1ef1 b\u00e1o Kh\u00ed t\u01b0\u1ee3ng Th\u1ee7y v\u0103n Qu\u1ed1c gia (NCHMF) c\u0169ng ch\u00ednh th\u1ee9c b\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o khi b\u1eaft tay v\u1edbi nh\u00f3m AI t\u1eeb \u0110\u1ea1i h\u1ecdc B\u00e1ch Khoa H\u00e0 N\u1ed9i. Nh\u00f3m n\u00e0y ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI s\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u1ec7 tinh, radar, c\u00e1c tr\u1ea1m \u0111o \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 d\u1eef li\u1ec7u th\u1eddi ti\u1ebft to\u00e0n c\u1ea7u (GFS) \u0111\u1ec3 c\u1ea3nh b\u00e1o m\u01b0a l\u1edbn tr\u01b0\u1edbc 2\u20133 ng\u00e0y v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n m\u00f4 h\u00ecnh truy\u1ec1n th\u1ed1ng, gi\u00fap cho ch\u00ednh quy\u1ec1n \u0111\u1ecba ph\u01b0\u01a1ng trong c\u00f4ng t\u00e1c chu\u1ea9n b\u1ecb v\u00e0 s\u01a1 t\u00e1n d\u00e2n c\u01b0.<\/span><\/p>\n

G\u1ea7n \u0111\u00e2y nh\u1ea5t, t\u1ea1i H\u1ed9i th\u1ea3o tham v\u1ea5n k\u1ecbch b\u1ea3n bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu cho Vi\u1ec7t Nam, c\u00e1c chuy\u00ean gia cho bi\u1ebft: K\u1ecbch b\u1ea3n c\u1eadp nh\u1eadt n\u0103m 2025 s\u1ebd l\u1ea7n \u0111\u1ea7u ti\u00ean t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 d\u1ef1 b\u00e1o nguy c\u01a1 ng\u1eadp l\u1ee5t. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng, cho th\u1ea5y AI v\u00e0 IoT \u0111ang ng\u00e0y c\u00e0ng \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong vi\u1ec7c n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea3nh b\u00e1o kh\u00ed h\u1eadu trong b\u1ed1i c\u1ea3nh th\u1eddi ti\u1ebft ng\u00e0y c\u00e0ng c\u1ef1c \u0111oan, kh\u00f3 l\u01b0\u1eddng.<\/span><\/p>\n

\"PGS-TS
PGS.TS Ph\u1ea1m Th\u1ecb Thanh Ng\u00e0, Vi\u1ec7n tr\u01b0\u1edfng Vi\u1ec7n Khoa h\u1ecdc Kh\u00ed t\u01b0\u1ee3ng th\u1ee7y v\u0103n v\u00e0 Bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, chia s\u1ebb v\u1ec1 k\u1ecbch b\u1ea3n bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, n\u01b0\u1edbc bi\u1ec3n d\u00e2ng c\u1eadp nh\u1eadt n\u0103m 2025 t\u1ea1i H\u1ed9i th\u1ea3o tham v\u1ea5n bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu cho Vi\u1ec7t Nam.<\/em><\/figcaption><\/figure>\n

Finland Metropolia Vietnam \u2013 \u0110\u00e0o t\u1ea1o k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 s\u1eb5n s\u00e0ng cho t\u01b0\u01a1ng lai<\/b><\/h2>\n

Trong khi nhi\u1ec1u startup tr\u1ebb \u0111ang g\u00f3p ph\u1ea7n thay \u0111\u1ed5i c\u1ee5c di\u1ec7n, t\u1ea1o n\u00ean nh\u1eefng s\u1ea3n ph\u1ea9m \u0111\u1ed9t ph\u00e1 c\u00f3 kh\u1ea3 n\u0103ng v\u01b0\u01a1n ra th\u1ecb tr\u01b0\u1eddng qu\u1ed1c t\u1ebf, nhu c\u1ea7u v\u1ec1 nh\u00e2n l\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng cao l\u1ea1i c\u00e0ng c\u1ea5p thi\u1ebft. Finland Metropolia Vietnam, v\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh – ch\u00ednh l\u00e0 n\u01a1i ti\u1ebfp s\u1ee9c cho th\u1ebf h\u1ec7 tr\u1ebb b\u01b0\u1edbc v\u00e0o s\u00e2n ch\u01a1i n\u00e0y.<\/span><\/p>\n

Finland Metropolia Vietnam l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c gi\u1eefa Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT v\u00e0 \u0110\u1ea1i h\u1ecdc Metropolia (Ph\u1ea7n Lan), \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u1ec1 C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u1ebf h\u1ec7 m\u1edbi. Trong \u0111\u00f3, tr\u1ecdng t\u00e2m l\u00e0 c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m v\u00e0 IoT<\/a>.<\/span><\/p>\n

Ch\u01b0\u01a1ng tr\u00ecnh n\u1ed5i b\u1eadt v\u1edbi ph\u01b0\u01a1ng ph\u00e1p \u201cLearning by Doing\u201d (H\u1ecdc th\u00f4ng qua l\u00e0m) k\u1ebft h\u1ee3p m\u00f4 h\u00ecnh Project-Based Learning (H\u1ecdc theo d\u1ef1 \u00e1n). Sinh vi\u00ean \u0111\u01b0\u1ee3c trang b\u1ecb ki\u1ebfn th\u1ee9c to\u00e0n di\u1ec7n \u0111\u1ec3 l\u1eadp tr\u00ecnh IoT: t\u1eeb thi\u1ebft k\u1ebf “b\u1ed9 n\u00e3o” cho thi\u1ebft b\u1ecb, k\u1ebft n\u1ed1i c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb \u0111\u1ea7u ra, \u0111\u1ebfn l\u1eadp tr\u00ecnh \u0111i\u1ec1u khi\u1ec3n ho\u1ea1t \u0111\u1ed9ng th\u00f4ng minh. C\u00e1c em c\u0169ng s\u1ebd h\u1ecdc c\u00e1ch k\u1ebft n\u1ed1i thi\u1ebft b\u1ecb v\u1edbi Internet (Wi-Fi, Bluetooth, 4G), x\u1eed l\u00fd, ph\u00e2n t\u00edch, v\u00e0 hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y, t\u1eeb \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 \u0111i\u1ec1u khi\u1ec3n h\u1ec7 th\u1ed1ng t\u1eeb xa qua \u1ee9ng d\u1ee5ng.<\/span><\/p>\n

Theo \u0111\u00f3, sinh vi\u00ean s\u1ebd tr\u1ef1c ti\u1ebfp tham gia thi\u1ebft k\u1ebf v\u00e0 l\u1eadp tr\u00ecnh c\u00e1c h\u1ec7 th\u1ed1ng IoT th\u00f4ng minh nh\u01b0 nh\u00e0 th\u00f4ng minh, thi\u1ebft b\u1ecb y t\u1ebf \u0111eo tay, n\u00f4ng nghi\u1ec7p th\u00f4ng minh, \u2026\u0111a d\u1ea1ng c\u00e1c l\u0129nh v\u1ef1c trong \u0111\u1eddi s\u1ed1ng. B\u00ean c\u1ea1nh \u0111\u00f3 l\u00e0 x\u00e2y d\u1ef1ng dashboard qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng, v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n v\u1ec1 k\u1ebft n\u1ed1i, an ninh hay ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean \u0111\u01b0\u1ee3c l\u00e0m quen, th\u1ef1c h\u00e0nh v\u1edbi c\u00e1c thi\u1ebft b\u1ecb IoT trong kh\u00f4ng gian ph\u00f2ng lab hi\u1ec7n \u0111\u1ea1i \u2013 n\u01a1i khuy\u1ebfn kh\u00edch s\u00e1ng t\u1ea1o, trao \u0111\u1ed5i \u00fd t\u01b0\u1edfng v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0o gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 th\u1ef1c ti\u1ec5n. (\u1ea2nh minh h\u1ecda) <\/em><\/figcaption><\/figure>\n

Ngo\u00e0i ra, c\u00f9ng v\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a gi\u1ea3ng vi\u00ean, sinh vi\u00ean \u0111\u01b0\u1ee3c th\u1ef1c h\u00e0nh t\u1ea1i ph\u00f2ng lab hi\u1ec7n \u0111\u1ea1i v\u1edbi c\u00e1c thi\u1ebft b\u1ecb ti\u00ean ti\u1ebfn nh\u01b0 Nvidia Jetson, Raspberry Pi, ESP32, Arduino, c\u00e1c lo\u1ea1i c\u1ea3m bi\u1ebfn, m\u00e1y in 3D\u2026 \u0110\u1eb7c bi\u1ec7t, <\/span>v\u1edbi 30 t\u00edn ch\u1ec9 d\u00e0nh cho th\u1ef1c t\u1eadp (internship), <\/span>sinh vi\u00ean c\u00f3 c\u01a1 h\u1ed9i tham gia th\u1ef1c t\u1eadp, nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 th\u00f4ng minh<\/span> t\u1ea1i c\u00f4ng ty c\u00f4ng ngh\u1ec7, startup ho\u1eb7c ph\u00f2ng lab li\u00ean ng\u00e0nh c\u1ee7a tr\u01b0\u1eddng trong h\u1ec7 sinh th\u00e1i FPT v\u00e0 \u0111\u1ed1i t\u00e1c qu\u1ed1c t\u1ebf.<\/span><\/p>\n

V\u1edbi s\u1ef1 t\u1eadp trung v\u00e0o \u0111\u00e0o t\u1ea1o \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 c\u00f4ng ngh\u1ec7 ch\u1ea5t l\u01b0\u1ee3ng cao, Finland Metropolia Vietnam \u0111ang \u0111\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c then ch\u1ed1t, s\u1eb5n s\u00e0ng \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu v\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn v\u00ec m\u1ed9t t\u01b0\u01a1ng lai b\u1ec1n v\u1eefng.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Khi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p, c\u00f4ng ngh\u1ec7 AI v\u00e0 IoT \u0111ang tr\u1edf th\u00e0nh nh\u1eefng c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd, c\u00e1ch m\u1ea1ng h\u00f3a kh\u1ea3 n\u0103ng d\u1ef1 b\u00e1o v\u00e0 c\u1ea3nh b\u00e1o thi\u00ean tai.<\/span><\/p>\n","protected":false},"author":7,"featured_media":818,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-815","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\/815","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=815"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/815\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/818"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}