{"id":57282,"date":"2023-12-20T21:16:38","date_gmt":"2023-12-20T14:16:38","guid":{"rendered":"https:\/\/masterskills.org\/blog\/3-cong-nghe-4-0-tru-cot-cua-cuoc-cach-mang-cong-nghiep-4-0.html"},"modified":"2023-12-20T21:16:38","modified_gmt":"2023-12-20T14:16:38","slug":"3-cong-nghe-4-0-tru-cot-cua-cuoc-cach-mang-cong-nghiep-4-0","status":"publish","type":"post","link":"https:\/\/masterskills.org\/blog\/3-cong-nghe-4-0-tru-cot-cua-cuoc-cach-mang-cong-nghiep-4-0.html","title":{"rendered":"3 c\u00f4ng ngh\u1ec7 4.0 tr\u1ee5 c\u1ed9t c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0"},"content":{"rendered":"
\n

C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 nh\u01b0 m\u1ed9t lu\u1ed3ng gi\u00f3 m\u1edbi gi\u00fap nhi\u1ec1u doanh nghi\u1ec7p h\u1ed3i sinh, v\u01b0\u01a1n m\u00ecnh ra th\u1ebf gi\u1edbi. C\u1ee5 th\u1ec3, c\u00e1c c\u00f4ng ngh\u1ec7 4.0 trong cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 n\u00e0y \u0111em \u0111\u1ebfn cho c\u00e1c doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c c\u01a1 h\u1ed9i \u0111\u1ec3 thay \u0111\u1ed5i b\u1ed9 m\u1eb7t c\u00e1c n\u1ec1n kinh t\u1ebf, m\u1ed9t c\u00e1ch kh\u00f4ng t\u01b0\u1edfng. V\u1eady c\u00f4ng ngh\u1ec7 4.0 th\u1ef1c ch\u1ea5t l\u00e0 g\u00ec? \u0110\u00e2u m\u1edbi l\u00e0 c\u00f4ng ngh\u1ec7 tr\u1ee5 c\u1ed9t c\u1ee7a th\u1eddi k\u1ef3 4.0?vv\u2026 Th\u00ec nh\u1eefng th\u00f4ng tin \u0111\u01b0\u1ee3c chia s\u1ebb d\u01b0\u1edbi \u0111\u00e2y s\u1ebd cho b\u1ea1n hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1i ni\u1ec7m n\u00e0y.<\/strong><\/p>\n

\"C\u00e1ch<\/p>\n

C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 l\u00e0 g\u00ec? 3 c\u00f4ng ngh\u1ec7 tr\u1ee5 c\u1ed9t c\u1ee7a th\u1eddi k\u1ef3 4.0<\/span><\/p>\n<\/div>\n

1. C\u00f4ng ngh\u1ec7 4.0 l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n

C\u00f4ng ngh\u1ec7 4.0 L\u00e0 g\u00ec? M\u1ed9t trong nh\u1eefng c\u1ee5m t\u1eeb \u0111\u01b0\u1ee3c nh\u1eafc \u0111\u1ebfn kh\u00e1 ph\u1ed5 bi\u1ebfn. Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i ai c\u0169ng c\u00f3 th\u1ec3 hi\u1ec3u r\u00f5, \u0111\u1ecbnh ngh\u0129a chi ti\u1ebft ch\u00fang l\u00e0 g\u00ec.<\/p>\n

C\u00f4ng ngh\u1ec7 4.0 l\u00e0 t\u00ean g\u1ecdi \u0111\u01b0\u1ee3c b\u1eaft ngu\u1ed3n t\u1eeb cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 4. T\u1eeb cu\u1ed9c c\u00f4ng ngh\u1ec7 4.0 nhi\u1ec1u ph\u00e1t minh c\u00f4ng ngh\u1ec7 m\u1edbi trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 v\u1eadt l\u00fd, k\u1ef9 thu\u1eadt s\u1ed1, sinh h\u1ecdc,\u2026 ra \u0111\u1eddi. M\u1ed9t s\u1ed1 s\u1ea3n ph\u1ea9m ti\u00eau bi\u1ec3u nh\u01b0 robot, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) , Internet v\u1ea1n v\u1eadt (IoT), C\u00f4ng ngh\u1ec7 sinh h\u1ecdc, c\u00f4ng ngh\u1ec7 in 3D, xe t\u1ef1 l\u00e1i, v\u00e0 c\u00f4ng ngh\u1ec7 nano.<\/p>\n

Trong \u0111\u00f3, nh\u1eefng y\u1ebfu t\u1ed1 ch\u1ee7 ch\u1ed1t c\u1ee7a K\u1ef9 thu\u1eadt s\u1ed1 s\u1ebd l\u00e0: AI(Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o), Internet of Things (V\u1ea1n v\u1eadt k\u1ebft n\u1ed1i) v\u00e0 d\u1eef li\u1ec7u l\u1edbn (Big Data),\u2026 C\u00f4ng ngh\u1ec7 4.0 ch\u1ee7 y\u1ebfu t\u1eadp trung v\u1ec1 k\u1ebft n\u1ed1i, t\u1ef1 \u0111\u1ed9ng h\u00f3a, m\u00e1y m\u00f3c v\u00e0 d\u1eef li\u1ec7u. T\u00e1c \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn t\u1ea5t c\u1ea3 ng\u00e0nh ngh\u1ec1 v\u00e0 c\u00e1c l\u0129nh v\u1ef1c hi\u1ec7n nay, t\u1eeb kinh t\u1ebf, gi\u00e1o d\u1ee5c, s\u1ea3n xu\u1ea5t,\u2026<\/p>\n

\"C\u00f4ng<\/p>\n

C\u00f4ng ngh\u1ec7 4.0 l\u00e0 g\u00ec?<\/span><\/p>\n<\/div>\n

Trong \u0111\u00f3, cu\u1ed9c c\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 T\u01b0 c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 c\u00f4ng nghi\u1ec7p 4.0 . M\u1ed9t trong nh\u1eefng cu\u1ed9c c\u00e1ch m\u1ea1ng \u0111\u01b0a \u0111\u1ebfn h\u00e0ng lo\u1ea1t c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi, k\u1ebft h\u1ee3p t\u1ea5t c\u1ea3 c\u00e1c ki\u1ebfn th\u1ee9c \u1edf l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt s\u1ed1, v\u1eadt l\u00fd, sinh h\u1ecdc v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c, c\u00e1c ng\u00e0nh kinh t\u1ebf, ng\u00e0nh c\u00f4ng nghi\u1ec7p v\u00e0 n\u1ec1n kinh t\u1ebf.<\/span><\/p>\n

Ngo\u00e0i ra, c\u00f4ng nghi\u1ec7p 4.0 c\u00f2n l\u00e0 cu\u1ed9c c\u00e1ch m\u1ea1ng h\u00f3a c\u1ea3i c\u00e1ch to\u00e0n b\u1ed9 doanh nghi\u1ec7p b\u00ean c\u1ea1nh vi\u1ec7c t\u1eadp trung v\u00e0o s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 c\u00f4ng c\u1ee5 m\u1edbi \u0111\u1ec3 gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t.<\/span><\/p>\n

\"C\u00f4ng<\/p>\n

C\u00f4ng ngh\u1ec7 4.0<\/span><\/p>\n<\/div>\n

2. Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n

Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 l\u00e0 m\u1ed9t s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00f4ng ngh\u1ec7 trong c\u00e1c l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 s\u1ed1, v\u1eadt l\u00fd v\u00e0 sinh h\u1ecdc, t\u1ea1o ra nh\u1eefng qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t ho\u00e0n to\u00e0n m\u1edbi v\u00e0 c\u00f3 t\u00e1c \u0111\u1ed9ng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn \u0111\u1eddi s\u1ed1ng kinh t\u1ebf, ch\u00ednh tr\u1ecb, x\u00e3 h\u1ed9i c\u1ee7a th\u1ebf gi\u1edbi.<\/span><\/p>\n

Theo Wikipedia c\u00f4ng nghi\u1ec7p 4.0 l\u00e0 c\u00e1ch g\u1ecdi kh\u00e1c c\u1ee7a c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0. C\u00f4ng nghi\u1ec7p 4.0 t\u1eadp trung v\u00e0o c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a k\u1ebft n\u1ed1i th\u00f4ng qua Internet, truy c\u1eadp d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u00e0 gi\u1edbi thi\u1ec7u c\u00e1c h\u1ec7 th\u1ed1ng v\u1eadt l\u00fd kh\u00f4ng gian m\u1ea1ng. C\u00f4ng ngh\u1ec7 4.0 cung c\u1ea5p cho s\u1ea3n xu\u1ea5t ti\u1ebfp c\u1eadn li\u00ean k\u1ebft v\u00e0 to\u00e0n di\u1ec7n h\u01a1n. L\u00e0 s\u1ef1 k\u1ebft n\u1ed1i v\u1eadt l\u00fd v\u1edbi k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 cho ph\u00e9p c\u1ed9ng t\u00e1c v\u00e0 truy c\u1eadp t\u1ed1t h\u01a1n gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn, nh\u00e0 cung c\u1ea5p, \u0111\u1ed1i t\u00e1c, s\u1ea3n ph\u1ea9m v\u00e0 con ng\u01b0\u1eddi.<\/span><\/p>\n

C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 cho c\u00e1c ch\u1ee7 doanh nghi\u1ec7p ki\u1ec3m so\u00e1t v\u00e0 hi\u1ec3u r\u00f5 h\u01a1n m\u1ecdi kh\u00eda c\u1ea1nh ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd v\u00e0 cho ph\u00e9p h\u1ecd t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u t\u1ee9c th\u1eddi \u0111\u1ec3 t\u0103ng n\u0103ng su\u1ea5t, c\u1ea3i thi\u1ec7n quy tr\u00ecnh v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng l\u00e0 nh\u1eefng g\u00ec c\u00f4ng ngh\u1ec7 4.0 mang l\u1ea1i.<\/span><\/p>\n

C\u00f4ng nghi\u1ec7p 4.0 gi\u00fap m\u1ecdi th\u1ee9 tr\u1edf l\u00ean th\u00f4ng minh h\u01a1n t\u1eeb nh\u00e0 m\u00e1y, s\u1ea3n ph\u1ea9m v\u00e0 chu\u1ed7i cung \u1ee9ng. L\u00e0m cho c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t v\u00e0 d\u1ecbch v\u1ee5 tr\u1edf n\u00ean linh ho\u1ea1t h\u01a1n, h\u00e0i l\u00f2ng kh\u00e1ch h\u00e0ng h\u01a1n.<\/span><\/p>\n

\"C\u00e1ch<\/p>\n

C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 l\u00e0 g\u00ec?<\/span><\/p>\n<\/div>\n

3.\u00a03 c\u00f4ng ngh\u1ec7 tr\u1ee5 c\u1ed9t c\u1ee7a th\u1eddi k\u1ef3 4.0
<\/strong><\/span><\/h2>\n

C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 t\u1ea1o n\u00ean m\u1ed9t th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 4.0 l\u00e0 c\u00e1i n\u00f4i cho ra \u0111\u1eddi h\u00e0ng lo\u1ea1t c\u00f4ng ngh\u1ec7 th\u00f4ng minh \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 4.0. Gi\u00fap m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi v\u1edbi nhi\u1ec1u c\u01a1 h\u1ed9i nh\u01b0ng c\u0169ng kh\u00f4ng \u00edt kh\u00f3 kh\u0103n v\u00e0 th\u00e1ch th\u1ee9c cho c\u00e1c doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c doanh nghi\u1ec7p Vi\u1ec7t Nam.<\/p>\n

Khi nh\u1eafc \u0111\u1ebfn c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd nh\u01b0 hi\u1ec7n nay th\u00ec kh\u00f4ng th\u1ec3 thi\u1ebfu ba tr\u1ee5 c\u1ed9t quan tr\u1ecdng sau:<\/p>\n

3.1 AI \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o:<\/h3>\n

3.1.1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u2013 AI l\u00e0 g\u00ec?<\/strong><\/h4>\n

Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o \u2013 AI (Artificial Intelligence) l\u00e0 c\u00f4ng ngh\u1ec7 4.0 m\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp v\u00e0 suy ngh\u0129 c\u1ee7a con ng\u01b0\u1eddi cho m\u00e1y m\u00f3c, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh. M\u1ee5c \u0111\u00edch con ng\u01b0\u1eddi l\u1eadp ra tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e0y \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c h\u00e0nh vi th\u00f4ng minh nh\u01b0 b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. T\u1eeb \u0111\u00f3, gi\u00fap c\u1eaft gi\u1ea3m b\u1edbt nh\u00e2n c\u00f4ng con ng\u01b0\u1eddi v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh \u0111\u1ed3ng b\u1ed9, t\u00ednh chu\u1ea9n x\u00e1c cao h\u01a1n.<\/p>\n

Ngo\u00e0i ra, AI c\u00f3 th\u1ec3 hi\u1ec3u nh\u01b0 m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh g\u1eafn tr\u1ef1c ti\u1ebfp v\u1edbi vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c h\u00e0nh vi m\u1ed9t c\u00e1ch th\u00f4ng minh. C\u1ee5 th\u1ec3 l\u00e0: AI l\u00e0 tr\u00ed tu\u1ec7 do con ng\u01b0\u1eddi l\u1eadp tr\u00ecnh t\u1ea1o ra \u0111\u1ec3 gi\u00fap m\u00e1y t\u00ednh c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c h\u00e0nh vi th\u00f4ng minh nh\u01b0 m\u1ed9t b\u1ed9 n\u00e3o ng\u01b0\u1eddi . Bi\u1ebft suy ngh\u0129, l\u1eadp lu\u1eadn, ph\u00e2n t\u00edch c\u0169ng nh\u01b0 so s\u00e1nh v\u00e0 gi\u00fap t\u1ed5ng h\u1ee3p r\u00fat ra c\u00e1c quy\u1ebft \u0111\u1ecbnh hay c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 nhanh g\u1ecdn. \u0110\u1eb7c bi\u1ec7t h\u01a1n, AI c\u00f2n bi\u1ebft n\u00f3i, giao ti\u1ebfp, bi\u1ebft h\u1ecdc, th\u00edch nghi v\u00e0 t\u1ef1 b\u1ed9c l\u1ed9 s\u1edf th\u00edch, ham mu\u1ed1n\u2026<\/p>\n

So v\u1edbi l\u1eadp tr\u00ecnh logic tr\u01b0\u1edbc kia tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f2n l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u h\u01a1n th\u1ebf. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng suy ngh\u0129 \u0111\u1ed9c l\u1eadp c\u1ee7a ch\u00fang thay v\u00ec vi\u1ec7c m\u1ecdi th\u1ee9 \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh s\u1eb5n v\u00e0 c\u1ed7 m\u00e1y \u0111\u00f3 s\u1ebd th\u1ef1c hi\u1ec7n c\u00e1c thao t\u00e1c theo logic \u0111\u01b0\u1ee3c con ng\u01b0\u1eddi \u0111\u1eb7t ra, \u0111\u00e2y c\u0169ng l\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a hai kh\u00e1i ni\u1ec7m n\u00e0y. B\u00ean c\u1ea1nh \u0111\u00f3, AI \u2013 Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o s\u1ebd t\u1ef1 xem x\u00e9t t\u00ecnh hu\u1ed1ng v\u00e0 \u0111\u01b0a ra ph\u01b0\u01a1ng \u00e1n t\u1ed1i \u01b0u nh\u1ea5t, t\u1eeb \u0111\u00f3 ti\u1ebft ki\u1ec7m chi ph\u00ed c\u0169ng nh\u01b0 v\u1eadn h\u00e0nh cho c\u00f4ng vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n. \u0110\u1ed3ng th\u1eddi nh\u1edd kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n AI s\u1ebd \u0111\u01b0a ra nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi gi\u00fap ph\u00e1t tri\u1ec3n h\u01a1n.<\/p>\n

M\u1ed9t s\u1ed1 v\u00ed d\u1ee5 ph\u1ed5 bi\u1ebfn v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u2013 AI c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn: \u00f4 t\u00f4 t\u1ef1 l\u00e1i, tr\u1ee3 l\u00fd \u1ea3o tr\u00ean \u0111i\u1ec7n tho\u1ea1i hay \u0111\u1ed1i th\u1ee7 \u1ea3o khi ch\u01a1i tr\u00f2 ch\u01a1i tr\u00ean \u0111i\u1ec7n tho\u1ea1i, ph\u1ea7n m\u1ec1m d\u1ecbch thu\u1eadt t\u1ef1 \u0111\u1ed9ng.<\/p>\n

\"subiz-tri-tue-nhan-tao-ai-cong-nghiep-4-0\"<\/p>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u2013 AI l\u00e0 g\u00ec<\/p>\n<\/div>\n

3.1.2 L\u1ee3i \u00edch c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI<\/strong><\/h4>\n
    \n
  • Gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 ng\u0103n ch\u1eb7n c\u00e1c r\u1ee7i ro:<\/strong> AI c\u00f3 th\u1ec3 d\u1ef1 b\u00e1o tr\u01b0\u1edbc c\u00e1c r\u1ee7i ro, m\u1ed1i nguy h\u1ea1i ti\u1ec1m \u1ea9n \u0111\u1ec3 gi\u1ea3m thi\u1ec3u, ng\u0103n ch\u1eb7n c\u00e1c thi\u1ec7t h\u1ea1i \u0111em l\u1ea1i. V\u00ed d\u1ee5: Th\u1ea3m h\u1ecda thi\u00ean nhi\u00ean, s\u00f3ng th\u1ea7n, n\u00fai l\u1eeda, \u0111\u1ed9ng \u0111\u1ea5t, d\u1ecbch b\u1ec7nh hay c\u00f3 m\u1ed1i nguy h\u1ea1i trong s\u1ea3n xu\u1ea5t kinh doanh<\/li>\n
  • Thay th\u1ebf s\u1ee9c lao \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi<\/strong>\u00a0\u1edf m\u1ed9t s\u1ed1 c\u00f4ng \u0111o\u1ea1n nh\u1edd qu\u00e1 tr\u00ecnh h\u1ecdc m\u00e1y v\u00e0 t\u1ea1o ra \u0111\u01b0\u1ee3c c\u00e1c robot trong \u0111\u1eddi s\u1ed1ng v\u00e0 c\u00f4ng nghi\u1ec7p. Gi\u00fap h\u1ea1n ch\u1ebf s\u1ee9c lao \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi trong s\u1ea3n xu\u1ea5t, v\u1eadn h\u00e0nh. Gi\u1edd \u0111\u00e2y, c\u00e1c m\u00e1y m\u00f3c robot s\u1ebd thay con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c \u0111\u00f3.<\/li>\n
  • Kh\u00f4ng c\u00f2n kho\u1ea3ng c\u00e1ch ng\u00f4n ng\u1eef:<\/strong> Nh\u1edd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI s\u1ebd gi\u00fap con ng\u01b0\u1eddi tr\u00ean m\u1ecdi Qu\u1ed1c gia c\u00f3 th\u1ec3 tho\u1ea3i m\u00e1i ti\u1ebfp x\u00fac, n\u00f3i chuy\u1ec7n v\u00e0 hi\u1ec3u nhau. T\u1ea1o th\u00eam nhi\u1ec1u c\u01a1 h\u1ed9i \u0111\u1ec3 h\u1ecdc t\u1eadp v\u00e0 l\u00e0m vi\u1ec7c tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi.<\/li>\n
  • C\u00e1 nh\u00e2n h\u00f3a:<\/strong> Vi\u1ec7c \u0111\u00e1nh gi\u00e1 v\u00e0 th\u00edch \u1ee9ng c\u0169ng nh\u01b0 h\u1ecdc h\u1ecfi \u0111\u1ed1i t\u01b0\u1ee3ng m\u00e0 n\u00f3 ph\u1ee5c v\u1ee5. D\u1ef1a v\u00e0o \u0111\u00f3 c\u00f4ng ngh\u1ec7 AI s\u1ebd \u0111\u01b0a ra ph\u1ea3n \u1ee9ng ph\u00f9 h\u1ee3p nh\u1ea5t cho t\u1eebng \u0111\u1ed1i t\u01b0\u1ee3ng ri\u00eang bi\u1ec7t.<\/li>\n<\/ul>\n
    \"L\u1ee3i<\/p>\n

    L\u1ee3i \u00edch c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI<\/p>\n<\/div>\n

    3.1.3 M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong \u0111\u1eddi s\u1ed1ng<\/strong><\/h4>\n
      \n
    • Trong ng\u00e0nh y t\u1ebf:<\/strong> AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u00e1 nh\u00e2n, s\u1eed d\u1ee5ng cho nghi\u00ean c\u1ee9u v\u00e0 ph\u00e2n t\u00edch, l\u00ean l\u1ecbch h\u1eb9n kh\u00e1m t\u1ea1i c\u00e1c c\u01a1 s\u1edf y t\u1ebf, v\u00e0 \u0111i\u1ec1u quan tr\u1ecdng nh\u1ea5t ch\u00ednh l\u00e0 vi\u1ec7c b\u1ec7nh nh\u00e2n \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 24\/7.<\/li>\n
    • Trong ng\u00e0nh gi\u00e1o d\u1ee5c:<\/strong> Gi\u00fap c\u1ea3i thi\u1ec7n v\u00e0 n\u00e2ng cao tr\u00ecnh \u0111\u1ed9 h\u1ecdc t\u1eadp c\u1ee7a con ng\u01b0\u1eddi, theo d\u00f5i s\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a h\u1ecdc sinh \u0111\u1ec3 gi\u00e1o vi\u00ean c\u00f3 th\u1ec3 bi\u1ebft v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1ch d\u1ea1y h\u1ecdc sao cho h\u1ee3p l\u00fd. Ngo\u00e0i ra c\u00f2n \u00e1p d\u1ee5ng trong c\u00e1c thao t\u00e1c d\u1ea1y v\u00e0 h\u1ecdc, c\u00e1c tr\u00f2 ch\u01a1i, ph\u1ea7n m\u1ec1m gi\u00e1o d\u1ee5c<\/li>\n
    • Trong ng\u00e0nh v\u1eadn t\u1ea3i:<\/strong> T\u1ea1o ra c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n giao th\u00f4ng v\u1eadn t\u1ea3i t\u1ef1 l\u00e1i gi\u00fap c\u1eaft gi\u1ea3m chi ph\u00ed v\u00e0 h\u1ea1n ch\u1ebf nh\u1eefng r\u1ee7i ro tai n\u1ea1n giao th\u00f4ng nh\u1eefng v\u1ea5n \u0111\u1ec1 g\u00e2y nguy hi\u1ec3m \u0111\u1ebfn t\u00ednh m\u1ea1ng c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n
    • Trong ng\u00e0nh ng\u00e2n h\u00e0ng t\u00e0i ch\u00ednh:<\/strong> Gi\u00fap x\u1eed l\u00ed c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u00e0i ch\u00ednh, ti\u1ec1n \u0111\u1ea7u t\u01b0 v\u00e0 c\u1ed5 phi\u1ebfu, qu\u1ea3n l\u00fd c\u00e1c t\u00e0i s\u1ea3n kh\u00e1c nhau,\u2026ngo\u00e0i ra x\u1eed l\u00fd c\u00e1c giao d\u1ecbch , gi\u00fap ng\u00e2n h\u00e0ng h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p nhanh ch\u00f3ng ho\u1eb7c nh\u1eadn di\u1ec7n g\u01b0\u01a1ng m\u1eb7t c\u1ee7a ch\u1ee7 t\u00e0i kho\u1ea3n.<\/li>\n<\/ul>\n

      vv\u2026<\/p>\n

      \"\u1ee9ng<\/p>\n

      \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong \u0111\u1eddi s\u1ed1ng<\/p>\n<\/div>\n

      3.2 Internet of Things \u2013 V\u1ea1n v\u1eadt k\u1ebft n\u1ed1i<\/strong><\/h3>\n

      3.2.1 Internet of Things \u2013 V\u1ea1n v\u1eadt k\u1ebft n\u1ed1i l\u00e0 g\u00ec?<\/strong><\/h4>\n

      Internet of Things l\u00e0 th\u1ebf gi\u1edbi v\u1ea1n v\u1eadt k\u1ebft n\u1ed1i Internet hay m\u1ea1ng l\u01b0\u1edbi thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i v\u1edbi Internet, trong \u0111\u00f3 m\u1ed7i v\u1eadt, m\u1ed7i ng\u01b0\u1eddi \u0111\u1ec1u c\u00f3 \u0111\u1ecbnh d\u1ea1ng ri\u00eang v\u00e0 t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u00f3 th\u1ec3 trao \u0111\u1ed5i, truy\u1ec1n t\u1ea3i th\u00f4ng tin, d\u1eef li\u1ec7u qua m\u1ed9t m\u1ea1ng duy nh\u1ea5t m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp ng\u01b0\u1eddi v\u1edbi m\u00e1y t\u00ednh hay gi\u1eefa ng\u01b0\u1eddi v\u1edbi ng\u01b0\u1eddi. V\u1ea1n v\u1eadt k\u1ebft n\u1ed1i (IoT) ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 kh\u00f4ng d\u00e2y, c\u00f4ng ngh\u1ec7 vi c\u01a1 \u0111i\u1ec7n t\u1eed v\u00e0 Internet. Hay n\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n h\u01a1n \u0111\u00f3 l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c thi\u1ebft b\u1ecb c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i v\u1edbi nhau, v\u1edbi Internet v\u00e0 v\u1edbi th\u1ebf gi\u1edbi b\u00ean ngo\u00e0i \u0111\u1ec3 t\u1eeb \u0111\u00f3 th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 nh\u1ea5t \u0111\u1ecbnh.<\/p>\n

      \"Internet<\/p>\n

      Internet of Things \u2013 V\u1ea1n v\u1eadt k\u1ebft n\u1ed1i l\u00e0 g\u00ec?<\/p>\n<\/div>\n

      3.2.2 L\u1ee3i \u00edch \u2013 \u1ee8ng d\u1ee5ng c\u1ee7a Internet of Things<\/strong><\/h4>\n

      * \u0110\u1ed1i v\u1edbi con ng\u01b0\u1eddi?<\/strong><\/p>\n

      IoT gi\u00fap h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh ngh\u1ec1 hi\u1ec7n nay ph\u00e1t tri\u1ec3n h\u01a1n t\u1eeb gi\u00e1o d\u1ee5c, n\u00f4ng nghi\u1ec7p, c\u00f4ng nghi\u1ec7p, y t\u1ebf,\u2026 nh\u1edd s\u1ef1 k\u1ebft n\u1ed1i linh ho\u1ea1t c\u1ee7a m\u1ea1ng l\u01b0\u1edbi IoT. M\u1ed9t t\u00e1c \u0111\u1ed9ng t\u00edch c\u1ef1c qua \u0111\u1eddi s\u1ed1ng, c\u00f4ng vi\u1ec7c th\u00f4ng qua nhi\u1ec1u \u1ee9ng d\u1ee5ng:<\/p>\n

        \n
      • H\u1ec7 th\u1ed1ng nh\u00e0 th\u00f4ng minh<\/li>\n
      • Qu\u1ea3n l\u00fd c\u00e1c thi\u1ebft b\u1ecb c\u00e1 nh\u00e2n b\u1eb1ng k\u1ebft n\u1ed1i m\u1ea1ng<\/li>\n
      • Mua s\u1eafm th\u00f4ng minh<\/li>\n
      • Qu\u1ea3n l\u00fd m\u00f4i tr\u01b0\u1eddng, l\u01b0\u1ee3ng ch\u1ea5t th\u1ea3i trong c\u00e1c x\u00ed nghi\u1ec7p, nh\u00e0 m\u00e1y<\/li>\n
      • Theo d\u00f5i s\u1ee9c kh\u1ecfe online, t\u1eeb xa<\/li>\n
      • Qu\u1ea3n l\u00fd, l\u00ean k\u1ebf ho\u1ea1ch c\u00f4ng vi\u1ec7c cho c\u00e1c doanh nghi\u1ec7p, c\u00f4ng ty<\/li>\n<\/ul>\n

        \u2026<\/p>\n

        * \u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p<\/strong><\/p>\n

        L\u1ee3i \u00edch c\u1ee7a IoT cho doanh nghi\u1ec7p ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1ch tri\u1ec3n khai c\u1ee5 th\u1ec3. \u0110\u1eb7c bi\u1ec7t l\u00e0 doanh nghi\u1ec7p n\u00ean c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n v\u1ec1 c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a ch\u00ednh h\u1ecd b\u00ean c\u1ea1nh h\u1ec7 th\u1ed1ng n\u1ed9i b\u1ed9 c\u1ee7a ri\u00eang h\u1ecd v\u00e0 kh\u1ea3 n\u0103ng thay \u0111\u1ed5i l\u1edbn h\u01a1n.<\/p>\n

        C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111ang ti\u1ebfn h\u00e0nh \u0111\u01b0a c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0o c\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a s\u1ea3n ph\u1ea9m, \u0111\u1ec3 n\u00f3 c\u00f3 th\u1ec3 truy\u1ec1n l\u1ea1i d\u1eef li\u1ec7u v\u1ec1 c\u00e1ch ch\u00fang ho\u1ea1t \u0111\u1ed9ng. Vi\u1ec7c n\u00e0y s\u1ebd gi\u00fap c\u00e1c c\u00f4ng ty ph\u00e1t hi\u1ec7n ra khi m\u1ed9t th\u00e0nh ph\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng l\u1ed7i; v\u00e0 trao \u0111\u1ed5i n\u00f3 tr\u01b0\u1edbc khi n\u00f3 g\u00e2y ra thi\u1ec7t h\u1ea1i. C\u00e1c c\u00f4ng ty c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u do c\u00e1c c\u1ea3m bi\u1ebfn n\u00e0y t\u1ea1o ra \u0111\u1ec3 l\u00e0m cho h\u1ec7 th\u1ed1ng v\u00e0 chu\u1ed7i cung \u1ee9ng c\u1ee7a h\u1ecd hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n

        \"L\u1ee3i<\/p>\n

        L\u1ee3i \u00edch \u2013 \u1ee8ng d\u1ee5ng c\u1ee7a Internet of Things<\/p>\n<\/div>\n

        * \u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi ti\u00eau d\u00f9ng<\/strong><\/p>\n

        Internet v\u1ea1n v\u1eadt (IoT) h\u1ee9a h\u1eb9n s\u1ebd l\u00e0m ph\u01b0\u01a1ng ti\u1ec7n c\u1ee7a ch\u00fang ta th\u00f4ng minh h\u01a1n, d\u1ec5 \u0111o l\u01b0\u1eddng h\u01a1n v\u00e0 t\u1ed1t h\u01a1n.<\/p>\n

        M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3 nh\u01b0:<\/p>\n

          \n
        • C\u00e1c speaker th\u00f4ng minh nh\u01b0 Google Home v\u00e0 Echo c\u1ee7a Amazon gi\u00fap ph\u00e1t nh\u1ea1c d\u1ec5 d\u00e0ng h\u01a1n; h\u1eb9n gi\u1edd ho\u1eb7c nh\u1eadn th\u00f4ng tin.<\/li>\n
        • D\u1ec5 d\u00e0ng theo d\u00f5i nh\u1eefng g\u00ec \u0111ang di\u1ec5n ra b\u00ean trong v\u00e0 b\u00ean ngo\u00e0i qua h\u1ec7 th\u1ed1ng an ninh; ho\u1eb7c \u0111\u1ec3 xem v\u00e0 n\u00f3i chuy\u1ec7n v\u1edbi kh\u00e1ch t\u1edbi th\u0103m.<\/li>\n
        • M\u1edf \u0111i\u1ec1u h\u00f2a th\u00f4ng minh tr\u01b0\u1edbc khi ch\u00fang ta v\u1ec1.<\/li>\n<\/ul>\n

          C\u00f3 th\u1ec3 th\u1ea5y c\u00e1c c\u1ea3m bi\u1ebfn c\u00f3 th\u1ec3 gi\u00fap con ng\u01b0\u1eddi hi\u1ec3u \u0111\u01b0\u1ee3c m\u00f4i tr\u01b0\u1eddng c\u1ee7a ch\u00fang ta \u1ed3n \u00e0o hay \u00f4 nhi\u1ec5m nh\u01b0 th\u1ebf n\u00e0o. Thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta x\u00e2y d\u1ef1ng v\u00e0 qu\u1ea3n l\u00fd kh\u00f4ng gian c\u00f4ng c\u1ed9ng.<\/p>\n

          3.3 Big Data- D\u1eef li\u1ec7u l\u1edbn<\/strong><\/h3>\n

          3.3.1 Big Data l\u00e0 g\u00ec?<\/strong><\/h4>\n

          Big data l\u00e0 t\u00e0i s\u1ea3n th\u00f4ng tin v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ef1c l\u1edbn, phong ph\u00fa, \u0111a d\u1ea1ng v\u1edbi t\u1ed1c \u0111\u1ed9 cao, y\u00eau c\u1ea7u ph\u1ea3i c\u00f3 c\u00f4ng ngh\u1ec7 m\u1edbi, \u0111\u1ec3 c\u00f3 th\u1ec3 x\u1eed l\u00fd nhanh v\u00e0 hi\u1ec7u qu\u1ea3 (t\u1ed1i \u01b0u h\u00f3a \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u v\u00e0 kh\u00e1m ph\u00e1 \u0111\u01b0\u1ee3c c\u00e1c y\u1ebfu t\u1ed1 quan tr\u1ecdng \u1ea9n d\u1ea5u s\u00e2u trong d\u1eef li\u1ec7u). T\u1eeb \u0111\u00f3, gi\u00fap \u0111\u01b0a ra \u0111\u01b0\u1ee3c c\u00e1c quy\u1ebft \u0111\u1ecbnh k\u1ecbp th\u1eddi v\u00e0 c\u00f3 hi\u1ec7u qu\u1ea3.<\/p>\n

          \"subiz-Big-Data-tru-cot-cach-mang-cong-nghiep-4-0\"<\/p>\n

          Big Data l\u00e0 g\u00ec?<\/p>\n<\/div>\n

          3.3.2. L\u1ee3i \u00edch c\u1ee7a Big Data<\/strong><\/h4>\n

          Ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n:<\/strong> Th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh, c\u00f4ng ty xem x\u00e9t xem x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u01b0\u1edbc khi \u0111\u01b0a ra b\u1ea5t k\u1ef3 quy\u1ebft \u0111\u1ecbnh n\u00e0o. Ph\u00e2n t\u00edch nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng theo xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng,\u2026 gi\u00fap cho qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n.<\/p>\n

          T\u1ea1o ra s\u1ef1 c\u1ea3i ti\u1ebfn t\u1ed1t h\u01a1n:<\/strong> Big Data cho ph\u00e9p s\u1ef1 t\u1ef1 do \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng \u0111i\u1ec1u kh\u00f4ng t\u01b0\u1edfng. \u0110\u1ed3ng th\u1eddi gi\u00fap ph\u00e2n t\u00edch \u00fd ki\u1ebfn kh\u00e1ch h\u00e0ng, cung c\u1ea5p nh\u1eefng th\u00f4ng tin v\u1ec1 nh\u1eefng g\u00ec h\u1ecd \u0111ang thi\u1ebfu v\u00e0 nh\u1eefng \u0111i\u1ec1u c\u1ea7n l\u01b0u \u00fd tr\u01b0\u1edbc khi ph\u00e1t tri\u1ec3n, \u0111\u1eeba s\u1ea3n ph\u1ea9m m\u1edbi. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap h\u1ecd ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m m\u1edbi theo y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n

          Trong l\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c:<\/strong> Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn h\u1ecdc sinh. Ph\u00e2n t\u00edch kh\u1ea3 n\u0103ng c\u1ee7a m\u1ed9t h\u1ecdc sinh th\u00f4ng qua d\u1eef li\u1ec7u c\u00f3 s\u1eb5n gi\u00fap c\u00e1c gi\u00e1o vi\u00ean l\u00ean k\u1ebf ho\u1ea1ch gi\u1ea3ng d\u1ea1y t\u1ed1t h\u01a1n.<\/p>\n

          Big Data trong t\u1ed1i \u01b0u gi\u00e1 s\u1ea3n ph\u1ea9m:<\/strong> Big Data \u0111\u1ec3 t\u1ed1i \u01b0u m\u1ee9c gi\u00e1 m\u00e0 h\u1ecd \u0111\u01b0a ra cho kh\u00e1ch h\u00e0ng. Th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c gi\u00e1 mang l\u1ea1i l\u1ee3i nhu\u1eadn t\u1ed1i \u0111a cho h\u1ecd trong c\u00e1c vi\u1ec5n c\u1ea3nh kinh doanh kh\u00e1c nhau.<\/p>\n

          Big Data trong c\u00f4ng c\u1ee5 \u0111\u1ec1 xu\u1ea5t:<\/strong> Cu\u1ed9c s\u1ed1ng s\u1ebd d\u1ec5 d\u00e0ng h\u01a1n khi ng\u01b0\u1eddi ta c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn nh\u1eefng th\u1ee9 m\u00ecnh th\u00edch. V\u00ed d\u1ee5: Trong vi\u1ec7c mua s\u1eafm tr\u1ef1c tuy\u1ebfn. H\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a m\u1ed7i kh\u00e1ch t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t theo \u0111\u00f3. T\u1ea5t c\u1ea3 \u0111\u1ec1u d\u1ef1a tr\u00ean c\u00e1c h\u00e0nh vi g\u1ea7n nh\u1ea5t c\u1ee7a h\u1ecd khi gh\u00e9 th\u0103m c\u00e1c n\u1ec1n t\u1ea3ng tr\u01b0\u1edbc v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng th\u1eddi gian th\u1ef1c c\u1ee7a h\u1ecd. Ngo\u00e0i ra, c\u00e1c \u0111\u1ec1 xu\u1ea5t \u0111\u01b0\u1ee3c \u0111\u01b0a ra d\u1ef1a tr\u00ean vi\u1ec7c so s\u00e1nh gi\u1eefa c\u00e1c s\u1ea3n ph\u1ea9m kh\u00e1ch h\u00e0ng \u0111\u00e3 t\u00ecm ki\u1ebfm hay th\u01b0\u1eddng mua.<\/p>\n

          Big Data trong \u1ee9ng d\u1ee5ng c\u1ee9u sinh trong ng\u00e0nh y t\u1ebf:<\/strong> Gi\u00fap cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe hi\u1ec7n \u0111\u1ea1i v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng cho b\u1ec7nh nh\u00e2n d\u1ef1a tr\u00ean h\u1ed3 s\u01a1 \u0111i\u1ec7n t\u1eed v\u1ec1 s\u1ee9c kh\u1ecfe c\u1ee7a h\u1ecd. Th\u00f4ng qua ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ebd cho ph\u00e9p t\u00ecm ra c\u00e1ch ch\u1eefa tr\u1ecb t\u1ed1t v\u1edbi c\u0103n b\u1ec7nh b\u1eb1ng c\u00e1ch nh\u1eadn ra c\u00e1c k\u1ebft n\u1ed1i kh\u00f4ng x\u00e1c \u0111\u1ecbnh v\u00e0 c\u00e1c m\u1eabu \u1ea9n<\/p>\n

          \"L\u1ee3i<\/p>\n

          L\u1ee3i \u00edch c\u1ee7a Big Data<\/p>\n<\/div>\n

          3.3.3 C\u00e1c \u1ee9ng d\u1ee5ng Big Data ph\u1ea3i k\u1ec3 \u0111\u1ebfn<\/strong><\/h4>\n

          * Ng\u00e0nh t\u00e0i ch\u00ednh \u2013 ng\u00e2n ha\u0300ng<\/strong><\/p>\n

          Big Data gi\u00fap n\u00e2ng cao h\u00ea\u0323 th\u00f4\u0301ng ng\u00e2n ha\u0300ng ki\u0303 thu\u00e2\u0323t s\u00f4\u0301, ph\u00e1t hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn v\u00e0 b\u00e1o c\u00e1o cho c\u00e1c chuy\u00ean vi\u00ean li\u00ean quan \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an ninh cho ng\u00e2n h\u00e0ng.<\/p>\n

          Ngo\u00e0i ra, Big Data gi\u00fap ph\u00e2n ti\u0301ch v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111\u1ecba \u0111i\u1ec3m t\u1eadp trung nhu c\u00e2\u0300u cu\u0309a kha\u0301ch ha\u0300ng ti\u00ea\u0300m n\u0103ng \u0111\u00ea\u0309 \u0111\u00ea\u0300 xu\u00e2\u0301t l\u00e2\u0323p chi nha\u0301nh m\u01a1\u0301i, d\u1ef1 \u0111o\u00e1n kinh ph\u00ed tr\u01b0\u1edbc<\/p>\n

          * Y t\u00ea\u0301, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<\/strong><\/p>\n

          Big Data gi\u00fap \u0111\u00e1nh gi\u00e1 c\u00e1c tri\u1ec7u ch\u1ee9ng v\u00e0 x\u00e1c \u0111\u1ecbnh nhi\u1ec1u b\u1ec7nh \u1edf giai \u0111o\u1ea1n \u0111\u1ea7u, l\u01b0u gi\u1eef c\u00e1c h\u1ed3 s\u01a1, l\u01b0u tr\u1eef l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. D\u1ef1 b\u00e1o tr\u01b0\u1edbc c\u00e1c khu v\u01b0\u0323c c\u00f3 nguy c\u01a1 bu\u0300ng pha\u0301t di\u0323ch b\u1ec7nh nguy hi\u1ec3m.<\/p>\n

          X\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c h\u01b0\u01a1\u0301ng \u0111i\u1ec1u tr\u1ecb, giu\u0301p c\u1ea3i thi\u1ec7n qu\u00e1 tr\u00ecnh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe. Theo do\u0303i ti\u0300nh tra\u0323ng b\u00ea\u0323nh nh\u00e2n v\u00e0 g\u1eedi b\u00e1o c\u00e1o, t\u00ecnh tr\u1ea1ng s\u1ee9c kh\u1ecfe cho c\u00e1c b\u00e1c s\u0129 li\u00ean quan hay c\u1ea7n c\u00f3 m\u1eb7t c\u1ee7a b\u00e1c s\u1ef9.<\/p>\n

          * Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/strong><\/p>\n

          Big Data s\u1ebd t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh l\u1edbn tr\u00ean th\u1ecb tr\u01b0\u1eddng<\/p>\n

          Ph\u00e2n t\u00edch h\u00e0nh vi, s\u1edf th\u00edch, s\u1ef1 quan t\u00e2m c\u1ee7a kh\u00e1ch h\u00e0ng, gi\u00fap cho nh\u00e0 qu\u1ea3n l\u00fd hi\u1ec3u h\u01a1n v\u1ec1 \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng \u0111\u1ec3 cung c\u1ea5p c\u00e1c s\u1ea3n ph\u1ea9m theo \u0111\u00fang xu h\u01b0\u1edbng v\u00e0 nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng.<\/p>\n

          Gi\u00fap nh\u00e0 qu\u1ea3n l\u00fd x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c s\u1ea3n ph\u1ea9m n\u00e0o \u0111ang \u0111\u01b0\u1ee3c quan t\u00e2m nhi\u1ec1u nh\u1ea5t t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u th\u1eddi gian hi\u1ec3n th\u1ecb hay t\u1ef1 g\u1eedi m\u00e3 \u01b0u \u0111\u00e3i cho nh\u1eefng s\u1ea3n ph\u1ea9m m\u00e0 kh\u00e1ch h\u00e0ng b\u1ecf v\u00e0o gi\u1ecf h\u00e0ng nh\u01b0ng ch\u01b0a mua.<\/p>\n

          * Digital Marketing<\/strong><\/p>\n

          Khi \u1ee9ng d\u1ee5ng Big Data, doanh nghi\u1ec7p s\u1eed d\u1ee5ng Digital Marketing c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau tr\u00ean c\u00e1c trang m\u1ea1ng x\u00e3 h\u1ed9i. Ngo\u00e0i ra, c\u00f3 th\u1ec3 c\u00e1 nh\u00e2n h\u00f3a m\u1ecdi ho\u1ea1t \u0111\u1ed9ng t\u00ecm ki\u1ebfm tr\u00ean Google, Email Marketing, hi\u1ec3n th\u1ecb qu\u1ea3ng c\u00e1o ph\u00f9 h\u1ee3p c\u0169ng nh\u01b0 gi\u00fap t\u1ea1o b\u00e1o c\u00e1o chi ti\u1ebft sau m\u1ed7i chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o.<\/p>\n

          B\u00ean c\u1ea1nh \u0111\u00f3 Big Data c\u00f2n \u1ee9ng d\u1ee5ng trong c\u00e1c ng\u00e0nh b\u00e1n l\u1ebb, ng\u00e0nh c\u00f4ng nghi\u1ec7p, gi\u00e1o d\u1ee5c \u0111\u00e0o t\u1ea1o,\u2026.<\/p>\n

          \"C\u00e1c<\/p>\n

          C\u00e1c \u1ee9ng d\u1ee5ng Big Data<\/p>\n<\/div>\n

          T\u00f3m l\u1ea1i, cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u1ea3nh h\u01b0\u1edfng r\u1ea5t nhi\u1ec1u \u0111\u1ebfn n\u1ec1n kinh t\u1ebf, \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn \u0111\u1eddi s\u1ed1ng c\u1ee7a ch\u00fang ta. N\u00f3 mang \u0111\u1ebfn cho ch\u00fang ta nhi\u1ec1u c\u01a1 h\u1ed9i m\u1edbi \u0111\u1ed3ng th\u1eddi n\u00f3 c\u0169ng mang l\u1ea1i v\u00f4 v\u00e0n th\u00e1ch th\u1ee9c v\u00e0 kh\u00f3 kh\u0103n.<\/strong><\/p>\n

          C\u00f3 th\u1ec3 b\u1ea1n quan t\u00e2m:\u00a0Kinh doanh c\u00f4ng ngh\u1ec7 4.0 \u2013 Gi\u1ea3i ph\u00e1p chuy\u1ec3n \u0111\u1ed5i s\u1ed1 hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p<\/strong><\/em><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

          C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 nh\u01b0 m\u1ed9t lu\u1ed3ng gi\u00f3 m\u1edbi gi\u00fap nhi\u1ec1u doanh nghi\u1ec7p h\u1ed3i sinh, v\u01b0\u01a1n m\u00ecnh ra th\u1ebf gi\u1edbi. C\u1ee5 th\u1ec3, c\u00e1c c\u00f4ng ngh\u1ec7 4.0 trong cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 n\u00e0y \u0111em \u0111\u1ebfn cho c\u00e1c doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c c\u01a1 h\u1ed9i \u0111\u1ec3 thay \u0111\u1ed5i b\u1ed9 m\u1eb7t c\u00e1c n\u1ec1n kinh t\u1ebf, m\u1ed9t c\u00e1ch kh\u00f4ng t\u01b0\u1edfng. V\u1eady c\u00f4ng ngh\u1ec7 4.0 th\u1ef1c ch\u1ea5t l\u00e0 g\u00ec? \u0110\u00e2u m\u1edbi l\u00e0 c\u00f4ng ngh\u1ec7 tr\u1ee5 c\u1ed9t c\u1ee7a th\u1eddi k\u1ef3 4.0?vv\u2026 Th\u00ec nh\u1eefng th\u00f4ng tin \u0111\u01b0\u1ee3c chia s\u1ebb d\u01b0\u1edbi \u0111\u00e2y s\u1ebd cho b\u1ea1n hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1i ni\u1ec7m n\u00e0y.<\/strong><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[191],"tags":[],"_links":{"self":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/57282"}],"collection":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/comments?post=57282"}],"version-history":[{"count":0,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/57282\/revisions"}],"wp:attachment":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/media?parent=57282"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/categories?post=57282"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/tags?post=57282"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}