{"id":1123,"date":"2025-09-25T15:31:35","date_gmt":"2025-09-25T08:31:35","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=1123"},"modified":"2025-09-25T15:32:36","modified_gmt":"2025-09-25T08:32:36","slug":"nganh-iot-dinh-hinh-tuong-lai-cong-nghe","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/nganh-iot-dinh-hinh-tuong-lai-cong-nghe\/","title":{"rendered":"Ng\u00e0nh IoT \u2013 D\u1eabn \u0111\u1ea7u xu h\u01b0\u1edbng, ki\u1ebfn t\u1ea1o t\u01b0\u01a1ng lai trong th\u1eddi \u0111\u1ea1i AI v\u00e0 Smart City"},"content":{"rendered":"

H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t th\u1ebf gi\u1edbi n\u01a1i m\u1ecdi th\u1ee9 v\u1eadn h\u00e0nh th\u00f4ng minh, t\u1eeb ng\u00f4i nh\u00e0 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh theo th\u00f3i quen c\u1ee7a b\u1ea1n \u0111\u1ebfn th\u00e0nh ph\u1ed1 t\u1ef1 \u0111i\u1ec1u ti\u1ebft giao th\u00f4ng. Vi\u1ec5n c\u1ea3nh \u0111\u00f3 kh\u00f4ng c\u00f2n xa v\u1eddi, v\u00e0 n\u00f3 \u0111ang \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1edfi nh\u1eefng ki\u1ebfn tr\u00fac s\u01b0 c\u1ee7a t\u01b0\u01a1ng lai, nh\u1eefng ng\u01b0\u1eddi theo \u0111u\u1ed5i <\/span>ng\u00e0nh IoT<\/b>. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1ea3i m\u00e3 vai tr\u00f2 ti\u00ean phong c\u1ee7a ng\u00e0nh h\u1ecdc n\u00e0y v\u00e0 trang b\u1ecb h\u00e0nh trang \u0111\u1ec3 l\u00e0m ch\u1ee7 cu\u1ed9c c\u00e1ch m\u1ea1ng AI v\u00e0 Smart City.<\/span><\/em><\/p>\n

V\u00ec sao ng\u00e0nh IoT l\u00e0 x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a k\u1ef7 nguy\u00ean AI v\u00e0 Smart City?<\/b><\/h2>\n

Trong cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7, nhi\u1ec1u ng\u01b0\u1eddi th\u01b0\u1eddng nh\u1eafc \u0111\u1ebfn AI (Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) v\u00e0 Smart City (\u0110\u00f4 th\u1ecb th\u00f4ng minh) nh\u01b0 nh\u1eefng c\u00f4ng ngh\u1ec7 c\u1ee7a t\u01b0\u01a1ng lai. Tuy nhi\u00ean, \u00edt ai nh\u1eadn ra r\u1eb1ng \u0111\u1ec3 hai g\u00e3 kh\u1ed5ng l\u1ed3 n\u00e0y c\u00f3 th\u1ec3 c\u1ea5t c\u00e1nh, ch\u00fang c\u1ea7n m\u1ed9t b\u1ec7 ph\u00f3ng v\u00f4 c\u00f9ng v\u1eefng ch\u1eafc, m\u1ed9t h\u1ec7 th\u1ed1ng x\u01b0\u01a1ng s\u1ed1ng kh\u00f4ng th\u1ec3 thay th\u1ebf. B\u1ec7 ph\u00f3ng \u0111\u00f3 ch\u00ednh l\u00e0 Internet V\u1ea1n V\u1eadt IoT. Hi\u1ec3u r\u00f5 vai tr\u00f2 n\u1ec1n t\u1ea3ng n\u00e0y c\u0169ng ch\u00ednh l\u00e0 hi\u1ec3u \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i m\u00e0 ng\u00e0nh IoT \u0111ang mang l\u1ea1i cho th\u1ebf gi\u1edbi.<\/span><\/p>\n

\"Trong
Trong cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7 hi\u1ec7n nay, ng\u00e0nh IoT l\u00e0 x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a k\u1ef7 nguy\u00ean AI v\u00e0 Smart City<\/figcaption><\/figure>\n

IoT ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng gi\u00e1c quan c\u1ee7a th\u1ebf gi\u1edbi s\u1ed1<\/b><\/h3>\n

N\u1ebfu v\u00ed Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI l\u00e0 m\u1ed9t b\u1ed9 n\u00e3o thi\u00ean t\u00e0i c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 h\u1ecdc h\u1ecfi, th\u00ec c\u00e2u h\u1ecfi \u0111\u1eb7t ra l\u00e0: b\u1ed9 n\u00e3o \u0111\u00f3 l\u1ea5y th\u00f4ng tin t\u1eeb \u0111\u00e2u \u0111\u1ec3 hi\u1ec3u v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi th\u1ebf gi\u1edbi th\u1ef1c? M\u1ed9t b\u1ed9 n\u00e3o, d\u00f9 si\u00eau vi\u1ec7t \u0111\u1ebfn \u0111\u00e2u, c\u0169ng kh\u00f4ng th\u1ec3 ho\u1ea1t \u0111\u1ed9ng n\u1ebfu b\u1ecb c\u00f4 l\u1eadp ho\u00e0n to\u00e0n.<\/span><\/p>\n

\u0110\u00e2y ch\u00ednh l\u00e0 l\u00fac c\u00f4ng ngh\u1ec7 IoT th\u1ec3 hi\u1ec7n vai tr\u00f2 kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a m\u00ecnh. H\u1ec7 th\u1ed1ng IoT v\u1edbi h\u00e0ng t\u1ef7 c\u1ea3m bi\u1ebfn \u0111\u01b0\u1ee3c tri\u1ec3n khai kh\u1eafp n\u01a1i, t\u1eeb ng\u00f4i nh\u00e0, nh\u00e0 m\u00e1y cho \u0111\u1ebfn \u0111\u01b0\u1eddng ph\u1ed1, \u0111\u00f3ng vai tr\u00f2 nh\u01b0 nh\u1eefng gi\u00e1c quan k\u1ef9 thu\u1eadt s\u1ed1. Ch\u00fang li\u00ean t\u1ee5c thu th\u1eadp d\u1eef li\u1ec7u th\u00f4 v\u1ec1 nhi\u1ec7t \u0111\u1ed9, \u00e1nh s\u00e1ng, chuy\u1ec3n \u0111\u1ed9ng, \u0111\u1ed9 \u1ea9m, h\u00ecnh \u1ea3nh… v\u00e0 g\u1eedi v\u1ec1 cho b\u1ed9 n\u00e3o AI. Kh\u00f4ng c\u00f3 d\u00f2ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 li\u00ean t\u1ee5c n\u00e0y, AI s\u1ebd kh\u00f4ng c\u00f3 nhi\u00ean li\u1ec7u \u0111\u1ec3 h\u1ecdc, kh\u00f4ng c\u00f3 ng\u1eef c\u1ea3nh \u0111\u1ec3 ra quy\u1ebft \u0111\u1ecbnh.<\/span><\/p>\n

V\u00ec v\u1eady, c\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng ng\u00e0nh IoT ch\u00ednh l\u00e0 l\u0129nh v\u1ef1c \u0111\u00e0o t\u1ea1o ra c\u00e1c chuy\u00ean gia c\u00f3 kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ea7n kinh c\u1ea3m gi\u00e1c cho to\u00e0n b\u1ed9 th\u1ebf gi\u1edbi s\u1ed1. Nh\u1edd \u0111\u00f3 trao cho AI \u0111\u00f4i m\u1eaft \u0111\u1ec3 nh\u00ecn v\u00e0 \u0111\u00f4i tai \u0111\u1ec3 nghe.<\/span><\/p>\n

IoT gi\u00fap bi\u1ebfn th\u00e0nh ph\u1ed1 trong m\u01a1 th\u00e0nh hi\u1ec7n th\u1ef1c<\/b><\/h3>\n

Khi n\u00f3i v\u1ec1 m\u1ed9t th\u00e0nh ph\u1ed1 th\u00f4ng minh, nhi\u1ec1u ng\u01b0\u1eddi ch\u1ec9 ngh\u0129 \u0111\u1ebfn c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ean \u0111i\u1ec7n tho\u1ea1i. Nh\u01b0ng th\u1ef1c t\u1ebf, m\u1ed9t th\u00e0nh ph\u1ed1 th\u1ef1c s\u1ef1 th\u00f4ng minh v\u1eadn h\u00e0nh \u1edf m\u1ed9t c\u1ea5p \u0111\u1ed9 s\u00e2u h\u01a1n nhi\u1ec1u. \u0110\u00f3 l\u00e0 khi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a th\u00e0nh ph\u1ed1 c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 giao ti\u1ebfp v\u00e0 ph\u1ea3n \u1ee9ng v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng th\u1ef1c t\u1ebf.<\/span><\/p>\n

H\u00e3y h\u00ecnh dung \u0111\u00e8n giao th\u00f4ng c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111\u1ed5i m\u00e0u khi nh\u1eadn th\u1ea5y l\u01b0u l\u01b0\u1ee3ng xe t\u0103ng \u0111\u1ed9t bi\u1ebfn, ho\u1eb7c th\u00f9ng r\u00e1c c\u00f4ng c\u1ed9ng c\u00f3 th\u1ec3 t\u1ef1 g\u1eedi t\u00edn hi\u1ec7u b\u00e1o \u0111\u1ea7y \u0111\u1ec3 c\u00f4ng nh\u00e2n v\u1ec7 sinh \u0111\u1ebfn thu d\u1ecdn.<\/span><\/p>\n

\"Internet
Internet v\u1ea1n v\u1eadt (IoT) gi\u00fap bi\u1ebfn th\u00e0nh ph\u1ed1 trong m\u01a1 th\u00e0nh hi\u1ec7n th\u1ef1c<\/figcaption><\/figure>\n

\u0110\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c nh\u1eefng \u0111i\u1ec1u k\u1ef3 di\u1ec7u \u0111\u00f3, ch\u00fang ta c\u1ea7n m\u1ed9t c\u00e1ch \u0111\u1ec3 k\u1ebft n\u1ed1i m\u1ecdi th\u1ee9 l\u1ea1i v\u1edbi nhau. C\u00f4ng ngh\u1ec7 IoT ch\u00ednh l\u00e0 c\u00e2u tr\u1ea3 l\u1eddi. B\u1eb1ng c\u00e1ch g\u1eafn nh\u1eefng b\u1ed9 c\u1ea3m bi\u1ebfn nh\u1ecf th\u00f4ng minh v\u00e0o t\u1eebng c\u1ed9t \u0111\u00e8n, t\u1eebng tr\u1ea1m xe bu\u00fdt hay t\u1eebng camera an ninh, IoT t\u1ea1o ra m\u1ed9t m\u1ea1ng l\u01b0\u1edbi k\u1ebft n\u1ed1i v\u1ea1n v\u1eadt. Cho ph\u00e9p c\u00e1c v\u1eadt th\u1ec3 v\u00f4 tri c\u00f3 th\u1ec3 g\u1eedi v\u00e0 nh\u1eadn th\u00f4ng tin, gi\u1ed1ng nh\u01b0 m\u1ed9t h\u1ec7 th\u1ea7n kinh kh\u1ed5ng l\u1ed3 bao tr\u00f9m kh\u1eafp th\u00e0nh ph\u1ed1.<\/span><\/p>\n

Vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh m\u1ed9t h\u1ec7 th\u1ea7n kinh ph\u1ee9c t\u1ea1p nh\u01b0 v\u1eady \u0111\u00f2i h\u1ecfi m\u1ed9t \u0111\u1ed9i ng\u0169 chuy\u00ean gia \u0111\u1eb7c bi\u1ec7t. \u0110\u00e2y ch\u00ednh l\u00e0 s\u1ee9 m\u1ec7nh c\u1ee7a ng\u00e0nh IoT: \u0111\u00e0o t\u1ea1o ra th\u1ebf h\u1ec7 k\u1ef9 s\u01b0 c\u00f3 \u0111\u1ee7 n\u0103ng l\u1ef1c thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai m\u1ea1ng l\u01b0\u1edbi k\u1ebft n\u1ed1i n\u00e0y, bi\u1ebfn nh\u1eefng \u00fd t\u01b0\u1edfng v\u1ec1 m\u1ed9t \u0111\u00f4 th\u1ecb t\u01b0\u01a1ng lai ti\u1ec7n nghi v\u00e0 hi\u1ec7u qu\u1ea3 tr\u1edf th\u00e0nh s\u1ef1 th\u1eadt.<\/span><\/p>\n

Gi\u1ea3i m\u00e3 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ng\u00e0nh IoT chu\u1ea9n qu\u1ed1c t\u1ebf<\/b><\/h2>\n

\u0110\u1ec3 l\u00e0m ch\u1ee7 m\u1ed9t l\u0129nh v\u1ef1c ph\u1ee9c t\u1ea1p v\u00e0 li\u00ean t\u1ee5c thay \u0111\u1ed5i nh\u01b0 Internet v\u1ea1n v\u1eadt, ng\u01b0\u1eddi h\u1ecdc c\u1ea7n m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e0o t\u1ea1o hi\u1ec7n \u0111\u1ea1i, v\u01b0\u1ee3t ra ngo\u00e0i khu\u00f4n kh\u1ed5 c\u1ee7a nh\u1eefng b\u00e0i gi\u1ea3ng l\u00fd thuy\u1ebft truy\u1ec1n th\u1ed1ng. M\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ng\u00e0nh IoT chu\u1ea9n qu\u1ed1c t\u1ebf kh\u00f4ng nh\u1eefng d\u1ea1y b\u1ea1n v\u1ec1 c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n r\u00e8n luy\u1ec7n t\u01b0 duy v\u00e0 k\u1ef9 n\u0103ng \u0111\u1ec3 tr\u1edf th\u00e0nh ng\u01b0\u1eddi gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. V\u1eady, m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh l\u00fd t\u01b0\u1edfng nh\u01b0 v\u1eady s\u1ebd c\u00f3 c\u1ea5u tr\u00fac v\u00e0 tri\u1ebft l\u00fd gi\u00e1o d\u1ee5c ra sao?<\/span><\/p>\n

T\u01b0 duy t\u00edch h\u1ee3p \u0111a l\u0129nh v\u1ef1c khi IoT kh\u00f4ng ch\u1ec9 l\u00e0 l\u1eadp tr\u00ecnh<\/b><\/h3>\n

Nhi\u1ec1u ng\u01b0\u1eddi th\u01b0\u1eddng l\u1ea7m t\u01b0\u1edfng r\u1eb1ng theo \u0111u\u1ed5i ng\u00e0nh IoT ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 h\u1ecdc vi\u1ebft code. Tuy nhi\u00ean, th\u1ef1c t\u1ebf ph\u1ee9c t\u1ea1p h\u01a1n r\u1ea5t nhi\u1ec1u. M\u1ed9t k\u1ef9 s\u01b0 IoT hi\u1ec7n \u0111\u1ea1i ph\u1ea3i l\u00e0 ng\u01b0\u1eddi c\u00f3 t\u01b0 duy h\u1ec7 th\u1ed1ng, c\u00f3 th\u1ec3 nh\u00ecn bao qu\u00e1t m\u1ed9t s\u1ea3n ph\u1ea9m t\u1eeb ph\u1ea7n c\u1ee9ng \u0111\u1ebfn ph\u1ea7n m\u1ec1m. V\u1ecb tr\u00ed n\u00e0y c\u1ea7n am hi\u1ec3u c\u1ea3 v\u1ec1 vi m\u1ea1ch v\u00e0 c\u1ea3m bi\u1ebfn, c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c truy\u1ec1n \u0111i qua m\u1ea1ng m\u00e1y t\u00ednh, l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch ch\u00fang tr\u00ean n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. V\u00e0 quan tr\u1ecdng nh\u1ea5t l\u00e0 l\u00e0m sao \u0111\u1ec3 b\u1ea3o v\u1ec7 to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng \u0111\u00f3 tr\u01b0\u1edbc c\u00e1c nguy c\u01a1 t\u1ea5n c\u00f4ng m\u1ea1ng.<\/span><\/p>\n

Nh\u1eadn th\u1ea5y y\u00eau c\u1ea7u n\u00e0y, c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ti\u00ean phong tr\u00ean th\u1ebf gi\u1edbi \u0111\u00e3 nhanh ch\u00f3ng thay \u0111\u1ed5i. M\u1ed9t v\u00ed d\u1ee5 ti\u00eau bi\u1ec3u l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh C\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh t\u1ea1i Finland Metropolia Vietnam<\/a>. Thay v\u00ec d\u1ea1y c\u00e1c m\u00f4n h\u1ecdc r\u1eddi r\u1ea1c, ch\u01b0\u01a1ng tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf xoay quanh n\u0103m tr\u1ee5 c\u1ed9t c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a t\u01b0\u01a1ng lai l\u00e0 AI, IoT, Network, Big Data v\u00e0 Cybersecurity. C\u00e1ch ti\u1ebfp c\u1eadn t\u00edch h\u1ee3p n\u00e0y gi\u00fap sinh vi\u00ean h\u00ecnh th\u00e0nh t\u01b0 duy t\u1ed5ng th\u1ec3, s\u1eb5n s\u00e0ng gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n c\u00f4ng ngh\u1ec7 ph\u1ee9c t\u1ea1p nh\u1ea5t.<\/span><\/p>\n

Ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc qua d\u1ef1 \u00e1n th\u1ef1c ti\u1ec5n (Project-Based Learning)<\/b><\/h3>\n

\u0110\u1ec3 th\u1ef1c s\u1ef1 l\u00e0m ch\u1ee7 ki\u1ebfn th\u1ee9c trong ng\u00e0nh IoT, kh\u00f4ng c\u00f3 c\u00e1ch n\u00e0o hi\u1ec7u qu\u1ea3 h\u01a1n vi\u1ec7c b\u1eaft tay v\u00e0o l\u00e0m c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf. L\u00fd thuy\u1ebft ch\u1ec9 cung c\u1ea5p cho b\u1ea1n n\u1ec1n t\u1ea3ng, nh\u01b0ng ch\u00ednh qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng m\u1ed9t s\u1ea3n ph\u1ea9m, \u0111\u1ed1i m\u1eb7t v\u1edbi l\u1ed7i v\u00e0 t\u00ecm c\u00e1ch kh\u1eafc ph\u1ee5c m\u1edbi th\u1ef1c s\u1ef1 bi\u1ebfn ki\u1ebfn th\u1ee9c th\u00e0nh k\u1ef9 n\u0103ng. V\u00ec v\u1eady, ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc qua d\u1ef1 \u00e1n, hay c\u00f2n g\u1ecdi l\u00e0 Project-Based Learning, \u0111\u01b0\u1ee3c xem l\u00e0 ch\u00eca kh\u00f3a quan tr\u1ecdng trong \u0111\u00e0o t\u1ea1o c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i.<\/span><\/p>\n

\"Ph\u01b0\u01a1ng
Ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc qua d\u1ef1 \u00e1n th\u1ef1c ti\u1ec5n (Project-Based Learning) \u0111\u01b0\u1ee3c xem l\u00e0 ch\u00eca kh\u00f3a quan tr\u1ecdng trong \u0111\u00e0o t\u1ea1o c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i<\/figcaption><\/figure>\n

Tri\u1ebft l\u00fd gi\u00e1o d\u1ee5c \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng tri\u1ec7t \u0111\u1ec3 t\u1ea1i Finland Metropolia Vietnam, khi m\u00e0 sinh vi\u00ean kh\u00f4ng ph\u1ea3i ch\u1edd \u0111\u1ebfn n\u0103m cu\u1ed1i \u0111\u1ec3 l\u00e0m \u0111\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p. Ngay t\u1eeb nh\u1eefng h\u1ecdc k\u1ef3 \u0111\u1ea7u ti\u00ean, c\u00e1c b\u1ea1n \u0111\u00e3 \u0111\u01b0\u1ee3c tham gia v\u00e0o nh\u1eefng d\u1ef1 \u00e1n th\u1ef1c t\u1ebf, h\u1ee3p t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c doanh nghi\u1ec7p h\u00e0ng \u0111\u1ea7u trong m\u1ea1ng l\u01b0\u1edbi \u0111\u1ed1i t\u00e1c c\u1ee7a T\u1eadp \u0111o\u00e0n FPT v\u00e0 \u0110\u1ea1i h\u1ecdc Metropolia (Ph\u1ea7n Lan). Vi\u1ec7c n\u00e0y kh\u00f4ng ch\u1ec9 mang l\u1ea1i kinh nghi\u1ec7m l\u00e0m vi\u1ec7c qu\u00fd gi\u00e1 m\u00e0 c\u00f2n gi\u00fap sinh vi\u00ean x\u00e2y d\u1ef1ng m\u1ea1ng l\u01b0\u1edbi quan h\u1ec7 chuy\u00ean nghi\u1ec7p ngay khi c\u00f2n ng\u1ed3i tr\u00ean gh\u1ebf nh\u00e0 tr\u01b0\u1eddng.<\/span><\/p>\n

L\u1ed9 tr\u00ecnh s\u1ef1 nghi\u1ec7p to\u00e0n c\u1ea7u r\u1ed9ng m\u1edf cho k\u1ef9 s\u01b0 ng\u00e0nh IoT<\/b><\/h2>\n

M\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi l\u1edbn nh\u1ea5t c\u1ee7a c\u00e1c b\u1ea1n tr\u1ebb v\u00e0 ph\u1ee5 huynh khi ch\u1ecdn ng\u00e0nh h\u1ecdc ch\u00ednh l\u00e0 c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m sau khi t\u1ed1t nghi\u1ec7p. V\u1edbi ng\u00e0nh IoT, c\u00e2u tr\u1ea3 l\u1eddi kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng vi\u1ec7c \u1ed5n \u0111\u1ecbnh, m\u00e0 l\u00e0 m\u1ed9t l\u1ed9 tr\u00ecnh s\u1ef1 nghi\u1ec7p n\u0103ng \u0111\u1ed9ng v\u1edbi ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n kh\u00f4ng gi\u1edbi h\u1ea1n, v\u01b0\u01a1n ra c\u1ea3 th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng qu\u1ed1c t\u1ebf. T\u1ea5m b\u1eb1ng c\u1eed nh\u00e2n t\u1eeb ng\u00e0nh IoT th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t t\u1ea5m v\u00e9 th\u00f4ng h\u00e0nh \u0111\u1ebfn t\u01b0\u01a1ng lai.<\/span><\/p>\n

T\u1eeb k\u1ef9 s\u01b0 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u0111\u1ebfn ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p to\u00e0n c\u1ea7u<\/b><\/h3>\n

S\u1ef1 lan t\u1ecfa c\u1ee7a c\u00f4ng ngh\u1ec7 IoT v\u00e0o m\u1ecdi ng\u00f3c ng\u00e1ch c\u1ee7a \u0111\u1eddi s\u1ed1ng v\u00e0 kinh t\u1ebf \u0111\u00e3 t\u1ea1o ra m\u1ed9t nhu c\u1ea7u nh\u00e2n l\u1ef1c kh\u1ed5ng l\u1ed3 v\u1edbi c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c v\u00f4 c\u00f9ng \u0111a d\u1ea1ng. Sinh vi\u00ean t\u1ed1t nghi\u1ec7p ng\u00e0nh IoT kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n trong m\u1ed9t vai tr\u00f2 duy nh\u1ea5t m\u00e0 c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn nhi\u1ec1u h\u01b0\u1edbng \u0111i h\u1ea5p d\u1eabn, ch\u1eb3ng h\u1ea1n nh\u01b0:<\/span><\/p>\n