{"id":2289,"date":"2025-01-10T20:25:58","date_gmt":"2025-01-10T13:25:58","guid":{"rendered":"https:\/\/kituaz.com\/blog\/e-i-la-gi\/"},"modified":"2025-01-10T20:27:17","modified_gmt":"2025-01-10T13:27:17","slug":"e-i-la-gi","status":"publish","type":"post","link":"https:\/\/kituaz.com\/blog\/e-i-la-gi\/","title":{"rendered":"T\u00ecm hi\u1ec3u v\u1ec1 thu\u1eadt ng\u1eef “e.i l\u00e0 g\u00ec"},"content":{"rendered":"

e.i l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau. Nh\u01b0ng b\u1ea1n \u0111\u00e3 hi\u1ec3u r\u00f5 v\u1ec1 e.i l\u00e0 g\u00ec ch\u01b0a? Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd c\u00f9ng t\u00ecm hi\u1ec3u v\u1ec1 kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u00e0 l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a e.<\/p>\n

Kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u1ec1 e.i<\/h2>\n
\"Nh\u00f3m
Nh\u00f3m nh\u00e0 khoa h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng c\u00f4ng ngh\u1ec7 e.i<\/figcaption><\/figure>\n

E.i vi\u1ebft t\u1eaft c\u1ee7a “emerging intelligence”, c\u00f3 th\u1ec3 hi\u1ec3u l\u00e0 tr\u00ed th\u00f4ng minh n\u1ed5i b\u1eadt hay tr\u00ed th\u00f4ng minh m\u1edbi n\u1ed5\u0110\u00e2y l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ch\u1ec9 c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 \u0111ang \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 kinh doanh, y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c.<\/p>\n

E.i th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00f4 t\u1ea3 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ho\u1eb7c th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng. V\u00ed d\u1ee5 nh\u01b0 c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh, m\u00e1y h\u1ecdc, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, h\u1ecdc s\u00e2u, v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng kh\u00e1c.<\/p>\n

L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a e.i<\/h2>\n
\"H\u1ec7
H\u1ec7 th\u1ed1ng nh\u00e0 th\u00f4ng minh \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi c\u00f4ng ngh\u1ec7 e.i<\/figcaption><\/figure>\n

Thu\u1eadt ng\u1eef e.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u1ea7n \u0111\u1ea7u ti\u00ean v\u00e0o n\u0103m 2015 b\u1edfi c\u00f4ng ty nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 “Emerging Intelligence”. T\u1eeb \u0111\u00f3, e.i \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t thu\u1eadt ng\u1eef ph\u1ed5 bi\u1ebfn v\u00e0 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c.<\/p>\n

Tr\u01b0\u1edbc khi e.i ra \u0111\u1eddi, c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng v\u00e0 tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o th\u01b0\u1eddng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c thu\u1eadt to\u00e1n c\u1ed1 \u0111\u1ecbnh v\u00e0 \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh s\u1eb5n. Tuy nhi\u00ean, e.i s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc t\u1eadp m\u00e1y t\u00ednh \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a n\u00f3. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c h\u1ec7 th\u1ed1ng e.i tr\u1edf n\u00ean linh ho\u1ea1t h\u01a1n v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi m\u00f4i tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/p>\n

C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a e.i<\/h2>\n
\"Xe
Xe t\u1ef1 l\u00e1i \u0111\u01b0\u1ee3c trang b\u1ecb c\u00f4ng ngh\u1ec7 e.i<\/figcaption><\/figure>\n

E.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong l\u0129nh v\u1ef1c n\u00e0o?<\/h3>\n

E.i \u0111\u00e3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, t\u1eeb kinh doanh \u0111\u1ebfn y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 v\u1ec1 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a e.i:<\/p>\n

Kinh doanh<\/h4>\n

E.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong kinh doanh \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t, qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho, ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng v\u00e0 kh\u00e1ch h\u00e0ng, t\u1ea1o ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh hi\u1ec7u qu\u1ea3 v\u00e0 nhi\u1ec1u h\u01a1n n\u1eefa.<\/p>\n

Y t\u1ebf<\/h4>\n

E.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong y t\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 tri\u1ec3n khai c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh s\u00e0ng l\u1ecdc, ch\u1ea9n \u0111o\u00e1n b\u1ec7nh, d\u1ef1 \u0111o\u00e1n di\u1ec5n bi\u1ebfn b\u1ec7nh v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n.<\/p>\n

Gi\u00e1o d\u1ee5c<\/h4>\n

E.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong gi\u00e1o d\u1ee5c \u0111\u1ec3 t\u1ea1o ra c\u00e1c n\u1ed9i dung gi\u1ea3ng d\u1ea1y t\u00f9y ch\u1ec9nh, \u0111\u00e1nh gi\u00e1 ki\u1ebfn th\u1ee9c c\u1ee7a h\u1ecdc sinh v\u00e0 h\u1ed7 tr\u1ee3 gi\u1ea3ng d\u1ea1y tr\u1ef1c tuy\u1ebfn.<\/p>\n

L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng e.i trong c\u00e1c l\u0129nh v\u1ef1c<\/h3>\n

Vi\u1ec7c \u00e1p d\u1ee5ng e.i trong c\u00e1c l\u0129nh v\u1ef1c c\u00f3 th\u1ec3 mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch, bao g\u1ed3m:<\/p>\n

    \n
  • \n

    T\u0103ng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u su\u1ea5t: E.i c\u00f3 th\u1ec3 gi\u00fap t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t, gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 t\u0103ng n\u0103ng su\u1ea5t.<\/p>\n<\/li>\n

  • \n

    Gi\u1ea3m chi ph\u00ed: E.i c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed v\u00e0 t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed.<\/p>\n<\/li>\n

  • \n

    T\u0103ng c\u01b0\u1eddng ch\u1ea5t l\u01b0\u1ee3ng: E.i c\u00f3 th\u1ec3 gi\u00fap c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5.<\/p>\n<\/li>\n

  • \n

    T\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng: E.i c\u00f3 th\u1ec3 gi\u00fap t\u1ea1o ra c\u00e1c tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng t\u00f9y ch\u1ec9nh v\u00e0 t\u0103ng c\u01b0\u1eddng s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa kh\u00e1ch h\u00e0ng v\u00e0 doanh nghi\u1ec7p.<\/p>\n<\/li>\n

  • \n

    T\u0103ng t\u00ednh linh ho\u1ea1t: E.i c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi m\u00f4i tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/p>\n<\/li>\n<\/ul>\n

    V\u1edbi nh\u1eefng \u1ee9ng d\u1ee5ng v\u00e0 l\u1ee3i \u00edch c\u1ee7a e.i, vi\u1ec7c \u00e1p d\u1ee5ng thu\u1eadt ng\u1eef n\u00e0y trong c\u00e1c l\u0129nh v\u1ef1c hi\u1ec7n \u0111\u1ea1i \u0111ang tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p \u0111\u00f3n nh\u1eadn \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh.<\/p>\n

    C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a e.i<\/h2>\n
    \"Chatbot
    Chatbot s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 e.i \u0111\u1ec3 h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng<\/figcaption><\/figure>\n

    Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a e.i<\/h3>\n

    E.i ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y t\u00ednh v\u00e0 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a n\u00f3. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 e.i c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi v\u00e0 th\u00edch nghi v\u1edbi m\u00f4i tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/p>\n

    C\u1ee5 th\u1ec3, e.i ho\u1ea1t \u0111\u1ed9ng theo c\u00e1c b\u01b0\u1edbc sau:<\/p>\n

      \n
    1. Thu th\u1eadp d\u1eef li\u1ec7u: E.i thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, bao g\u1ed3m c\u00e1c t\u1eadp d\u1eef li\u1ec7u c\u00f3 s\u1eb5n v\u00e0 c\u00e1c d\u1eef li\u1ec7u m\u1edbi \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi ng\u01b0\u1eddi d\u00f9ng.<\/li>\n
    2. X\u1eed l\u00fd d\u1eef li\u1ec7u: Sau khi thu th\u1eadp \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u, e.i s\u1ebd x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa c\u00e1c th\u00f4ng tin.<\/li>\n
    3. H\u1ecdc t\u1eadp: E.i s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a n\u00f3.<\/li>\n
    4. \u00c1p d\u1ee5ng: Sau khi h\u1ecdc t\u1eadp, e.i s\u1ebd \u00e1p d\u1ee5ng ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a m\u00ecnh v\u00e0o c\u00e1c t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3.<\/li>\n<\/ol>\n

      C\u00e1ch th\u1ee9c \u00e1p d\u1ee5ng e.i<\/h3>\n

      E.i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 kinh doanh, y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c. V\u1edbi kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a n\u00f3, e.i c\u00f3 th\u1ec3 gi\u00fap cho c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 c\u00e1 nh\u00e2n gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed trong c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t, c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c.<\/p>\n

      V\u00ed d\u1ee5, e.i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng v\u00e0 cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u h\u00f3a qu\u1ea3ng c\u00e1o, hay gi\u00fap c\u00e1c doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t \u0111\u1ec3 ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 t\u0103ng n\u0103ng su\u1ea5t.<\/p>\n

      So s\u00e1nh e.i v\u1edbi c\u00e1c thu\u1eadt ng\u1eef t\u01b0\u01a1ng t\u1ef1<\/h2>\n
      \"Thi\u1ebft
      Thi\u1ebft b\u1ecb y t\u1ebf s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 e.i \u0111\u1ec3 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh<\/figcaption><\/figure>\n

      S\u1ef1 kh\u00e1c nhau gi\u1eefa e.i v\u00e0 AI<\/h3>\n

      AI (Artificial Intelligence) l\u00e0 thu\u1eadt ng\u1eef d\u00f9ng \u0111\u1ec3 ch\u1ec9 c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh gi\u1ed1ng nh\u01b0 con ng\u01b0\u1eddTuy nhi\u00ean, s\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa AI v\u00e0 e.i l\u00e0 AI th\u01b0\u1eddng \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh s\u1eb5n, trong khi e.i s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc t\u1eadp m\u00e1y t\u00ednh \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a n\u00f3.<\/p>\n

      S\u1ef1 kh\u00e1c nhau gi\u1eefa e.i v\u00e0 machine learning<\/h3>\n

      Machine learning l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, trong \u0111\u00f3 c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh \u0111\u1ec3 h\u1ecdc v\u00e0 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ch\u1ee9c n\u0103ng c\u1ee7a ch\u00fang. Tuy nhi\u00ean, e.i kh\u00f4ng ch\u1ec9 s\u1eed d\u1ee5ng machine learning m\u00e0 c\u00f2n s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp kh\u00e1c nh\u01b0 h\u1ecdc s\u00e2u v\u00e0 h\u1ecdc t\u0103ng c\u01b0\u1eddng. M\u1ee5c \u0111\u00edch c\u1ee7a e.i l\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh \u0111\u1ed9c l\u1eadp v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u1ecdc h\u1ecfi t\u1eeb m\u00f4i tr\u01b0\u1eddng xung quanh.<\/p>\n

      S\u1ef1 kh\u00e1c nhau gi\u1eefa e.i v\u00e0 deep learning<\/h3>\n

      Deep learning l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p trong machine learning, trong \u0111\u00f3 c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh \u0111\u1ec3 h\u1ecdc v\u00e0 t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a ch\u00fang th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c m\u1ea1ng n\u01a1-ron nh\u00e2n t\u1ea1o. Tuy nhi\u00ean, e.i kh\u00f4ng ch\u1ec9 s\u1eed d\u1ee5ng deep learning m\u00e0 c\u00f2n s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp kh\u00e1c nh\u01b0 h\u1ecdc t\u0103ng c\u01b0\u1eddng v\u00e0 h\u1ecdc m\u00e1y.<\/p>\n

      S\u1ef1 kh\u00e1c nhau gi\u1eefa e.i v\u00e0 data science<\/h3>\n

      Data science l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 m\u00e1y t\u00ednh \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 hi\u1ec3u d\u1eef li\u1ec7u. Tuy nhi\u00ean, e.i kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u m\u00e0 l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef ch\u1ec9 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u1ecdc t\u1eeb m\u00f4i tr\u01b0\u1eddng v\u00e0 d\u1eef li\u1ec7u.<\/p>\n

      Nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a e.i t\u1ea1i Vi\u1ec7t Nam<\/h2>\n

      Tr\u01b0\u1eddng h\u1ee3p nghi\u00ean c\u1ee9u c\u1ee7a e.i t\u1ea1i Vi\u1ec7t Nam<\/h3>\n

      Hi\u1ec7n nay, e.i \u0111ang \u0111\u01b0\u1ee3c c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i Vi\u1ec7t Nam quan t\u00e2m v\u00e0 nghi\u00ean c\u1ee9u r\u1ea5t nhi\u1ec1u. M\u1ed9t trong nh\u1eefng tr\u01b0\u1eddng h\u1ee3p nghi\u00ean c\u1ee9u v\u1ec1 e.i \u0111\u01b0\u1ee3c \u0111\u01b0a ra l\u00e0 trong l\u0129nh v\u1ef1c y t\u1ebf. C\u00e1c nh\u00e0 khoa h\u1ecdc t\u1ea1i Vi\u1ec7n Nghi\u00ean c\u1ee9u v\u00e0 Ph\u00e1t tri\u1ec3n Y h\u1ecdc Qu\u00e2n \u0111\u1ed9i \u0111\u00e3 nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u00e1nh gi\u00e1 r\u1ee7i ro b\u1ec7nh l\u00fd d\u1ef1a tr\u00ean e.H\u1ec7 th\u1ed1ng n\u00e0y cho ph\u00e9p \u0111\u00e1nh gi\u00e1 r\u1ee7i ro b\u1ec7nh l\u00fd c\u1ee7a m\u1ed9t c\u00e1 nh\u00e2n d\u1ef1a tr\u00ean c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 l\u1ed1i s\u1ed1ng, m\u00f4i tr\u01b0\u1eddng s\u1ed1ng, ti\u1ec1n s\u1eed b\u1ec7nh v\u00e0 di truy\u1ec1n.<\/p>\n

      C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a e.i t\u1ea1i Vi\u1ec7t Nam<\/h3>\n

      E.i \u0111\u00e3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i trong m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c t\u1ea1i Vi\u1ec7t Nam nh\u01b0 kinh doanh v\u00e0 gi\u00e1o d\u1ee5c. Trong l\u0129nh v\u1ef1c kinh doanh, nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 \u00e1p d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng e.i \u0111\u1ec3 t\u1ed1i \u01b0u ho\u00e1 quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 kinh doanh. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c doanh nghi\u1ec7p ti\u1ebft ki\u1ec7m th\u1eddi gian, t\u0103ng n\u0103ng su\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed.<\/p>\n

      Trong l\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c, e.i c\u0169ng \u0111ang \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng gi\u00e1o d\u1ee5c. M\u1ed9t s\u1ed1 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u1edf Vi\u1ec7t Nam \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng e.i \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra c\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 gi\u1ea3ng vi\u00ean c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra c\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n

      Tuy nhi\u00ean, vi\u1ec7c \u00e1p d\u1ee5ng e.i t\u1ea1i Vi\u1ec7t Nam v\u1eabn c\u00f2n kh\u00e1 m\u1edbi m\u1ebb v\u00e0 \u0111\u00f2i h\u1ecfi s\u1ef1 \u0111\u1ea7u t\u01b0 nghi\u00eam t\u00fac t\u1eeb c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 doanh nghi\u1ec7p. Vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c cho c\u00e1c chuy\u00ean gia l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng \u0111\u1ec3 ph\u00e1t tri\u1ec3n e.i t\u1ea1i Vi\u1ec7t Nam.<\/p>\n

      FAQ v\u1ec1 e.i<\/h2>\n

      B\u1ea1n v\u1eabn c\u00f2n nhi\u1ec1u th\u1eafc m\u1eafc v\u1ec1 e.i? H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u c\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 e.i v\u00e0 c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi cho ch\u00fang.<\/p>\n

      E.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong l\u0129nh v\u1ef1c n\u00e0o?<\/h3>\n

      E.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 kinh doanh, y t\u1ebf, gi\u00e1o d\u1ee5c, s\u1ea3n xu\u1ea5t v\u00e0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c. Trong kinh doanh, e.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ho\u1ea1t \u0111\u1ed9ng, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u00e0 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch. Trong y t\u1ebf, e.i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 cho c\u00e1c d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, ph\u00e1t hi\u1ec7n b\u1ec7nh t\u1eadt v\u00e0 t\u1ed1i \u01b0u ho\u00e1 c\u00e1c quy tr\u00ecnh \u0111i\u1ec1u tr\u1ecb.<\/p>\n

      E.i c\u00f3 l\u1ee3i \u00edch g\u00ec?<\/h3>\n

      S\u1eed d\u1ee5ng e.i trong c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng v\u00e0 tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o gi\u00fap t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c, kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c h\u1ec7 th\u1ed1ng e.i tr\u1edf n\u00ean linh ho\u1ea1t h\u01a1n v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi m\u00f4i tr\u01b0\u1eddng v\u00e0 nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi s\u1eed d\u1ee5ng. E.i c\u0169ng gi\u00fap t\u0103ng c\u01b0\u1eddng t\u00ednh hi\u1ec7u qu\u1ea3 v\u00e0 gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng th\u01b0\u1eddng ng\u00e0y.<\/p>\n

      E.i kh\u00e1c v\u1edbi AI hay machine learning nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n

      E.i, AI v\u00e0 machine learning \u0111\u1ec1u li\u00ean quan \u0111\u1ebfn tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o. Tuy nhi\u00ean, e.i l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m c\u1ee5 th\u1ec3 h\u01a1n, ch\u1ec9 \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ho\u1eb7c th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng, s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc t\u1eadp m\u00e1y t\u00ednh \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u ho\u00e1 c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh c\u1ee7a n\u00f3. Trong khi \u0111\u00f3, AI l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef t\u1ed5ng qu\u00e1t h\u01a1n, \u0111\u1ec1 c\u1eadp \u0111\u1ebfn b\u1ea5t k\u1ef3 h\u1ec7 th\u1ed1ng n\u00e0o c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng th\u00f4ng minh t\u01b0\u01a1ng t\u1ef1 con ng\u01b0\u1eddMachine learning l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o.<\/p>\n

      E.i c\u00f3 ph\u00e1t tri\u1ec3n t\u1ea1i Vi\u1ec7t Nam kh\u00f4ng?<\/h3>\n

      C\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng v\u1ec1 e.i t\u1ea1i Vi\u1ec7t Nam c\u0169ng kh\u00f4ng ph\u1ea3i l\u00e0 \u0111i\u1ec1u m\u1edbi l\u1ea1. Hi\u1ec7n nay, c\u00f3 nhi\u1ec1u nh\u00f3m nghi\u00ean c\u1ee9u v\u00e0 c\u00e1c c\u00f4ng ty \u0111ang nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng e.i t\u1ea1i Vi\u1ec7t Nam. V\u00ed d\u1ee5 nh\u01b0 c\u00e1c \u1ee9ng d\u1ee5ng trong l\u0129nh v\u1ef1c kinh doanh, y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c. C\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng n\u00e0y h\u1ee9a h\u1eb9n s\u1ebd \u0111em l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch cho c\u1ed9ng \u0111\u1ed3ng v\u00e0 g\u00f3p ph\u1ea7n n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh c\u1ee7a Vi\u1ec7t Nam tr\u00ean th\u1ecb tr\u01b0\u1eddng qu\u1ed1c t\u1ebf.<\/p>\n

      V\u1edbi c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi tr\u00ean, hy v\u1ecdng b\u1ea1n \u0111\u00e3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1i ni\u1ec7m e.i v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a n\u00f3 trong cu\u1ed9c s\u1ed1ng.<\/p>\n\n\n

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

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