{"id":7528,"date":"2021-03-22T17:02:24","date_gmt":"2021-03-22T10:02:24","guid":{"rendered":"http:\/\/trizgyrus.com\/blogtsk\/?p=7528"},"modified":"2021-03-22T17:02:27","modified_gmt":"2021-03-22T10:02:27","slug":"tuong-lai-cua-the-thao-du-lieu-sinh-trac-hoc-va-ai-se-cach-mang-hoa-the-thao-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/cstc.vn\/blogtsk\/tuong-lai-cua-the-thao-du-lieu-sinh-trac-hoc-va-ai-se-cach-mang-hoa-the-thao-nhu-the-nao\/","title":{"rendered":"T\u01b0\u01a1ng lai c\u1ee7a th\u1ec3 thao: D\u1eef li\u1ec7u sinh tr\u1eafc h\u1ecdc v\u00e0 AI s\u1ebd c\u00e1ch m\u1ea1ng h\u00f3a th\u1ec3 thao nh\u01b0 th\u1ebf n\u00e0o"},"content":{"rendered":"\n

<\/p>\n\n\n\n

Ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1eeb m\u1ed9t tr\u1eadn \u0111\u1ea5u b\u00f3ng b\u1ea7u d\u1ee5c \u00dac kh\u00f4ng hi\u1ec3n th\u1ecb s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea v\u1ec1 hi\u1ec7u su\u1ea5t m\u00e0 l\u00e0 th\u00f4ng tin sinh tr\u1eafc h\u1ecdc th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c v\u1eadn \u0111\u1ed9ng vi\u00ean tr\u00ean s\u00e2n. \u0110\u00f3 l\u00e0 d\u1ea5u hi\u1ec7u b\u00e1o tr\u01b0\u1edbc nh\u1eefng thay \u0111\u1ed5i l\u1edbn \u0111\u1ed1i v\u1edbi th\u1ec3 thao.<\/p>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n\n

Khi \u0111\u1ed3ng h\u1ed3 b\u00e1o h\u1ebft gi\u1edd v\u00e0 c\u01a1 h\u1ed9i gi\u00e0nh chi\u1ebfn th\u1eafng quan tr\u1ecdng trong t\u1ea7m m\u1eaft, ng\u00f4i sao b\u00f3ng b\u1ea7u d\u1ee5c ng\u01b0\u1eddi \u00dac, Johnathan Thurston \u0111\u00e3 x\u1ebfp h\u00e0ng cho m\u1ed9t su\u1ea5t \u0111\u00e1 ch\u00ednh c\u00f3 kh\u1ea3 n\u0103ng chi\u1ebfn th\u1eafng trong tr\u1eadn \u0111\u1ea5u. \u0110i\u1ec1u g\u00ec \u0111ang ch\u1ea1y qua \u0111\u1ea7u anh \u1ea5y? Anh \u1ea5y \u0111ang t\u00e1i hi\u1ec7n l\u1ea1i th\u00e0nh c\u00f4ng trong qu\u00e1 kh\u1ee9 hay c\u1ee9 ch\u0103m ch\u0103m v\u00e0o nh\u1eefng sai l\u1ea7m v\u00e0 ng\u00e0y c\u00e0ng lo l\u1eafng?<\/p>\n\n\n\n

\u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t t\u1ea7m nh\u00ecn t\u01b0\u01a1ng lai v\u1ec1 n\u01a1i m\u00e0 th\u1ec3 thao c\u00f3 th\u1ec3 \u0111i: Tr\u1eadn \u0111\u1ea5u di\u1ec5n ra \u1edf Queensland v\u00e0o n\u0103m 2017, nh\u1edd c\u00f4ng ty c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 \u0111eo \u0111\u01b0\u1ee3c Catapult Sports – v\u00e0 \u0111\u00f3 ch\u1ec9 l\u00e0 manh m\u1ed1i v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a th\u1ec3 thao c\u00f3 th\u1ec3 \u0111i \u0111\u1ebfn \u0111\u00e2u.<\/p>\n\n\n\n

H\u00f4m nay: \u0110i\u1ec1u g\u00ec x\u1ea3y ra khi sinh tr\u1eafc h\u1ecdc v\u00e0 v\u1eadn \u0111\u1ed9ng vi\u00ean g\u1eb7p nhau?<\/strong> <\/strong><\/p>\n\n\n\n

Xem m\u1ed9t s\u1ef1 ki\u1ec7n th\u1ec3 thao b\u00ecnh th\u01b0\u1eddng tr\u00ean TV, cho d\u00f9 \u0111\u00f3 l\u00e0 tr\u00f2 ti\u00eau khi\u1ec3n c\u1ee7a n\u01b0\u1edbc M\u1ef9 hay m\u1ed9t tr\u1eadn \u0111\u1ea5u \u0111\u1ea7y th\u00f9 h\u1eadn v\u00e0 b\u1ea1n c\u00f3 th\u1ec3 kh\u00f4ng nh\u1eadn ra m\u1ee9c \u0111\u1ed9 m\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u00e3 thay \u0111\u1ed5i tr\u00f2 ch\u01a1i . Ch\u1eafc ch\u1eafn, d\u1eef li\u1ec7u \u0111\u00e3 t\u00e1i hi\u1ec7n l\u1ea1i tr\u1eadn \u0111\u1ea5u b\u00f3ng ch\u00e0y nh\u1eefng n\u0103m tr\u01b0\u1edbc nh\u1edd sabermetrics, nh\u01b0ng \u0111\u00f3 th\u1ef1c s\u1ef1 ch\u1ec9 l\u00e0 trang \u0111\u1ea7u ti\u00ean c\u1ee7a b\u1ea3ng t\u00ednh. C\u00e1c s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea kh\u00e1c nhau, nh\u01b0ng c\u00e1c c\u1ea7u th\u1ee7 v\u00e0 hu\u1ea5n luy\u1ec7n vi\u00ean kh\u00f4ng ti\u1ebfn tri\u1ec3n m\u1ed9t ch\u00fat n\u00e0o. V\u00e0 m\u1ed9t lo\u1ea1t c\u00e1c c\u00f4ng ty m\u1edbi nh\u1eb1m gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \u0111\u00f3.<\/p>\n\n\n\n

\u201cCh\u00fang t\u00f4i \u0111ang c\u1ed1 g\u1eafng gi\u1ea3i c\u00e2u \u0111\u1ed1 v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a con ng\u01b0\u1eddi,\u201d Tal Brown gi\u1ea3i th\u00edch trong m\u1ed9t h\u1ed9i th\u1ea3o g\u1ea7n \u0111\u00e2y v\u1ec1 giao \u0111i\u1ec3m c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 th\u1ec3 thao. Brown l\u00e0 Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh c\u1ee7a Zone7, c\u00f4ng ty t\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng AI theo h\u01b0\u1edbng d\u1eef li\u1ec7u nghi\u00ean c\u1ee9u hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c v\u1eadn \u0111\u1ed9ng vi\u00ean \u01b0u t\u00fa \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i vai tr\u00f2 c\u1ee7a hu\u1ea5n luy\u1ec7n vi\u00ean b\u1eb1ng c\u00e1ch cung c\u1ea5p nh\u1eefng th\u00f4ng tin chi ti\u1ebft m\u00e0 \u0111\u01a1n gi\u1ea3n l\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c khi Barry Bonds \u0111ang thi \u0111\u1ea5u. Anh \u1ea5y \u0111\u00e3 l\u00e0m vi\u1ec7c ch\u0103m ch\u1ec9 nh\u01b0 th\u1ebf n\u00e0o? Anh ta \u0111ang \u1edf \u0111\u1ec9nh cao c\u1ee7a tr\u00f2 ch\u01a1i c\u1ee7a m\u00ecnh hay \u0111ang tr\u00ean \u0111\u01b0\u1eddng tho\u00e1t ra?<\/p>\n\n\n\n

“Ch\u00fang t\u00f4i \u0111ang c\u1ed1 g\u1eafng gi\u1ea3i c\u00e2u \u0111\u1ed1 v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a con ng\u01b0\u1eddi.”<\/p>\n\n\n\n

John Coulson, gi\u00e1m \u0111\u1ed1c quan h\u1ec7 \u0111\u1ed1i t\u00e1c c\u1ee7a Catapult cho bi\u1ebft: \u201cHai th\u1eadp k\u1ef7 tr\u01b0\u1edbc, c\u00e1c nh\u00e0 \u0111\u00e0o t\u1ea1o kh\u00f4ng c\u00f3 c\u00e1ch n\u00e0o \u0111\u1ec3 bi\u1ebft \u0111i\u1ec3m h\u1ea5p d\u1eabn l\u00e0 g\u00ec. Ng\u00e0y nay, c\u1ea3m bi\u1ebfn c\u00f3 th\u1ec3 \u0111eo \u0111\u01b0\u1ee3c m\u00e0 c\u00f4ng ty c\u1ee7a \u00f4ng s\u1ea3n xu\u1ea5t – ph\u00f9 h\u1ee3p v\u1edbi \u00e1o vest v\u00e0 \u0111\u01b0\u1ee3c \u0111eo v\u1eeba kh\u00edt gi\u1eefa hai b\u1ea3 vai – \u0111o \u0111\u01b0\u1ee3c 1.000 \u0111i\u1ec3m d\u1eef li\u1ec7u m\u1ed7i gi\u00e2y. K\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u gi\u1ea5c ng\u1ee7, sinh tr\u1eafc h\u1ecdc t\u1eeb c\u00e1c thi\u1ebft b\u1ecb \u0111eo \u0111\u01b0\u1ee3c nh\u01b0 \u0111\u1ed3ng h\u1ed3 th\u00f4ng minh , d\u1eef li\u1ec7u GPS v\u00e0 c\u1ea3m bi\u1ebfn qu\u00e1n t\u00ednh, v.v. c\u00f3 th\u1ec3 cho hu\u1ea5n luy\u1ec7n vi\u00ean hi\u1ec7n \u0111\u1ea1i bi\u1ebft m\u1ee9c \u0111\u1ed9 g\u1eafng s\u1ee9c c\u1ee5 th\u1ec3 c\u1ee7a b\u1ea5t k\u1ef3 ai v\u00e0o b\u1ea5t k\u1ef3 l\u00fac n\u00e0o.<\/p>\n\n\n\n

Truy\u1ec1n \u0111i\u1ec1u n\u00e0y theo th\u1eddi gian th\u1ef1c ra b\u00ean l\u1ec1 v\u00e0 hu\u1ea5n luy\u1ec7n vi\u00ean c\u00f3 th\u1ec3 th\u1ea5y nhu c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a b\u1ea5t k\u1ef3 v\u1eadn \u0111\u1ed9ng vi\u00ean n\u00e0o. D\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c c\u0169ng c\u00f3 th\u1ec3 h\u1eefu \u00edch trong vi\u1ec7c \u0111\u00e1nh gi\u00e1 r\u1ee7i ro. Trong b\u00f3ng ch\u00e0y, ch\u1ea5n th\u01b0\u01a1ng c\u00f3 th\u1ec3 khi\u1ebfn m\u1ed9t c\u1ea7u th\u1ee7 b\u1ecf qua v\u00e0 \u0111\u1ecbnh h\u00ecnh l\u1ea1i hy v\u1ecdng v\u00e0o tr\u1eadn playoff c\u1ee7a m\u1ed9t \u0111\u1ed9i. Theo m\u1ed9t ph\u00e2n t\u00edch g\u1ea7n \u0111\u00e2y v\u1ec1 m\u00f9a gi\u1ea3i 2019, AI c\u1ee7a Zone7 c\u00f3 th\u1ec3 \u0111\u00e3 ph\u00e1t hi\u1ec7n tr\u01b0\u1edbc 45 ch\u1ea5n th\u01b0\u01a1ng ch\u00ednh cho c\u00e1c c\u1ea7u th\u1ee7 n\u00e9m b\u00f3ng – 70% trong s\u1ed1 \u0111\u00f3. Sabermetrics? \u0110\u00e2y l\u00e0 s\u1ed1 li\u1ec7u v\u1ec1 h\u1ed5 r\u0103ng c\u01b0a.<\/p>\n\n\n\n

Ng\u00e0y mai: C\u00e1c m\u1ea1ng nhanh h\u01a1n s\u1ebd thay \u0111\u1ed5i qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n<\/strong><\/p>\n\n\n\n

C\u00f4ng ngh\u1ec7 nh\u01b0 v\u1eady t\u1eeb Zone7 v\u00e0 Catapult th\u1ef1c s\u1ef1 \u0111ang \u1edf giai \u0111o\u1ea1n s\u01a1 khai, v\u00e0 vi\u1ec7c nghi\u00ean c\u1ee9u d\u1eef li\u1ec7u sinh tr\u1eafc h\u1ecdc ch\u1ec9 m\u1edbi b\u1eaft \u0111\u1ea7u. H\u00e3y xem x\u00e9t nhi\u1ec7m v\u1ee5 \u0111ang di\u1ec5n ra v\u1ec1 d\u1eef li\u1ec7u huy\u1ebft \u00e1p theo th\u1eddi gian th\u1ef1c ho\u1eb7c s\u1ef1 quan t\u00e2m \u0111\u1ed9t ng\u1ed9t \u0111\u1ebfn d\u1eef li\u1ec7u VO2 t\u1ed1i \u0111a , th\u01b0\u1edbc \u0111o l\u01b0\u1ee3ng oxy m\u00e0 c\u01a1 th\u1ec3 b\u1ea1n ti\u00eau th\u1ee5 trong qu\u00e1 tr\u00ecnh t\u1eadp luy\u1ec7n. T\u1ea5t c\u1ea3 nh\u1eefng g\u00ec \u0111\u00e3 n\u00f3i, m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t \u0111\u1ed1i v\u1edbi ph\u00e2n t\u00edch th\u1eddi gian th\u1ef1c n\u1eb1m \u1edf vi\u1ec7c di chuy\u1ec3n d\u1eef li\u1ec7u xung quanh.<\/p>\n\n\n\n

K\u1ebft n\u1ed1i m\u1ea1ng nhanh h\u01a1n l\u00e0 m\u1ed9t kh\u00eda c\u1ea1nh quan tr\u1ecdng v\u00e0 5G ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3. G\u1ea7n \u0111\u00e2y, t\u00f4i \u0111\u00e3 \u0111\u1ebfn th\u0103m m\u1ed9t \u0111\u01b0\u1eddng \u0111ua C\u00f4ng th\u1ee9c M\u1ed9t \u1edf Barcelona, \u200b\u200bn\u01a1i Lewis Hamilton v\u00e0 \u0110\u1ed9i AMG Petronas \u0111\u00e1ng kinh ng\u1ea1c \u0111\u00e3 t\u1eadn m\u1eaft cho t\u00f4i th\u1ea5y d\u1eef li\u1ec7u \u0111\u00e3 bi\u1ebfn \u0111\u1ed5i m\u00f4n th\u1ec3 thao nhanh nh\u1ea5t th\u1ebf gi\u1edbi nh\u01b0 th\u1ebf n\u00e0o. M\u1ed9t chi\u1ebfc \u00f4 t\u00f4 F1 \u0111\u01b0\u1ee3c bao ph\u1ee7 b\u1edfi m\u1ed9t lo\u1ea1t c\u00e1c c\u1ea3m bi\u1ebfn \u0111\u00e1ng kinh ng\u1ea1c – ngay c\u1ea3 l\u1ed1p xe c\u0169ng c\u00f3 ch\u00fang – cho ph\u00e9p m\u1ed9t \u0111\u1ed9i h\u1ea7m h\u1ed1 l\u1ea5y 2TB d\u1eef li\u1ec7u t\u1eeb m\u1ed9t chi\u1ebfc \u00f4 t\u00f4 ch\u1ec9 trong m\u1ed9t ng\u00e0y cu\u1ed1i tu\u1ea7n c\u1ee7a cu\u1ed9c \u0111ua. \u0110i\u1ec3m n\u00f3ng ch\u1ea3y c\u1ee7a l\u1ed1p xe \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng c\u00e1c c\u1ea3m bi\u1ebfn t\u00edch h\u1ee3p. S\u1ef1 ch\u00e1y x\u00e9m c\u1ee7a \u0111\u01b0\u1eddng \u0111ua \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch v\u00e0 ghi l\u1ea1i b\u1eb1ng m\u00e1y \u1ea3nh nhi\u1ec7t d\u01b0\u1edbi h\u00ecnh n\u00f3n m\u0169i tr\u01b0\u1edbc. V\u00e0 v\u1edbi 5G, d\u1eef li\u1ec7u \u0111\u00f3 \u0111\u01b0\u1ee3c truy\u1ec1n t\u1edbi c\u00e1c kho d\u1eef li\u1ec7u b\u1eadt l\u00ean \u0111\u1ec3 ph\u00e2n t\u00edch t\u1ee9c th\u00ec. Thay th\u1ebf “v\u1eadn \u0111\u1ed9ng vi\u00ean” cho “xe h\u01a1i” v\u00e0 b\u1ea1n s\u1ebd th\u1ea5y t\u01b0\u01a1ng lai c\u1ee7a th\u1ec3 thao.<\/p>\n\n\n\n

\u201cNg\u00e0y c\u00e0ng nhi\u1ec1u, ch\u00fang t\u00f4i th\u1ea5y y\u1ebfu t\u1ed1 m\u00e1y t\u00ednh v\u00e0 y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi k\u1ebft h\u1ee3p v\u1edbi nhau,\u201d Tom Fitzpatrick c\u1ee7a \u0111\u1ed9i \u0111ua Mercedes-AMG Petronas Formula One n\u00f3i v\u1edbi t\u00f4i v\u00e0o th\u1eddi \u0111i\u1ec3m \u0111\u00f3.<\/p>\n\n\n\n

Thay th\u1ebf “v\u1eadn \u0111\u1ed9ng vi\u00ean” cho “xe h\u01a1i” v\u00e0 b\u1ea1n s\u1ebd th\u1ea5y t\u01b0\u01a1ng lai c\u1ee7a th\u1ec3 thao.<\/p>\n\n\n\n

V\u1edbi c\u00e1c s\u00e2n v\u1eadn \u0111\u1ed9ng v\u00e0 \u0111\u1ea5u tr\u01b0\u1eddng ph\u1ee7 s\u00f3ng 5G, c\u00e1c hu\u1ea5n luy\u1ec7n vi\u00ean c\u1ee7a ng\u00e0y mai s\u1ebd c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c g\u1ecdi theo th\u1eddi gian th\u1ef1c cho c\u00e1c l\u01b0\u1ee3t ch\u01a1i c\u00e1 nh\u00e2n d\u1ef1a tr\u00ean d\u1eef li\u1ec7u<\/em>, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 b\u1ea3n n\u0103ng ru\u1ed9t. Nh\u1eefng c\u1ea7u th\u1ee7 n\u00e0o c\u00f3 s\u1eb5n, s\u1ee9c m\u1ea1nh c\u1ee7a \u0111\u1ed9i \u0111\u1ed1i ph\u01b0\u01a1ng c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft, v\u00e0 ai c\u00f3 t\u00e0i s\u1ea3n c\u1ee5 th\u1ec3 c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u1ea5n c\u00f4ng n\u00f3? D\u1eef li\u1ec7u sinh tr\u1eafc h\u1ecdc th\u1eddi gian th\u1ef1c c\u0169ng s\u1ebd thay \u0111\u1ed5i tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi h\u00e2m m\u1ed9. H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u tr\u00ean \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh c\u1ee7a b\u1ea1n cho th\u1ea5y s\u1ee9c m\u1ea1nh t\u1ed5ng th\u1ec3 c\u00f2n l\u1ea1i trong danh s\u00e1ch t\u01b0\u1edfng t\u01b0\u1ee3ng c\u1ee7a b\u1ea1n. Li\u1ec7u nh\u00f3m c\u1ee7a t\u00f4i c\u00f3 th\u1ec3 r\u00fat ru\u1ed9t n\u00f3 ra, v\u1edbi l\u01b0\u1ee3ng d\u1ef1 tr\u1eef m\u00e0 h\u1ecd c\u00f3 trong b\u1ec3 kh\u00f4ng? Megan Rapinoe \u0111\u00e3 ch\u1ea1y nhanh bao nhi\u00eau, Kevin Durant v\u1eeba nh\u1ea3y cao bao nhi\u00eau? Ch\u00fang ta s\u1ebd c\u00f3 th\u1ec3 \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0o trong nh\u1eefng n\u0103m t\u1edbi?<\/p>\n\n\n\n

D\u1eef li\u1ec7u s\u1ebd gi\u00fap ch\u00fang ta hi\u1ec3u r\u00f5 v\u1ec1 vi\u1ec7c m\u1ed9t v\u1eadn \u0111\u1ed9ng vi\u00ean c\u00f3 th\u1ec3 \u0111i \u0111\u01b0\u1ee3c bao xa v\u00e0 s\u1ef1 nghi\u1ec7p c\u1ee7a c\u00f4 \u1ea5y tr\u00f4ng nh\u01b0 th\u1ebf n\u00e0o. Trong qu\u00e1 kh\u1ee9, r\u1ea5t d\u1ec5 d\u00e0ng \u0111\u1ec3 m\u1ed9t tuy\u1ec3n tr\u1ea1ch vi\u00ean t\u00e0i n\u0103ng lo\u1ea1i m\u1ed9t ng\u01b0\u1eddi n\u00e0o \u0111\u00f3 l\u00e0 \u201cd\u1ec5 b\u1ecb ch\u1ea5n th\u01b0\u01a1ng\u201d. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u sinh tr\u1eafc h\u1ecdc s\u00e2u s\u1ebd ti\u1ebft l\u1ed9 s\u1ef1 th\u1eadt, h\u01a1n l\u00e0 c\u1ea3m gi\u00e1c ru\u1ed9t. V\u00e0 n\u00f3 s\u1ebd gi\u00fap m\u1edf r\u1ed9ng s\u1ef1 nghi\u1ec7p – \u0111i\u1ec1u m\u00e0 m\u1ecdi ng\u01b0\u1eddi h\u00e2m m\u1ed9 \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 cao.<\/p>\n\n\n\n

Khi kh\u00f4ng th\u1ec3 t\u00ecm ra b\u1ea5t c\u1ee9 c\u00e1ch n\u00e0o, c\u1ea7n x\u1eed l\u00fd ra sao \u0111\u1ec3 \u0111\u1ea1t m\u1ee5c ti\u00eau? Th\u1ef1c t\u1ebf, c\u00f3 m\u1ed9t ngu\u1ed3n l\u1ef1c r\u1ea5t l\u1edbn \u0111\u1ec3 g\u1ee1 kh\u00f3a cho b\u00e0i to\u00e1n tr\u00ean. H\u01a1n n\u1eefa, b\u1ea1n c\u0169ng s\u1ebd \u0111\u01b0\u1ee3c bi\u1ebft c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ec3 c\u00f3 th\u1ec3 chuy\u1ec3n h\u00f3a b\u1ea3n th\u00e2n, c\u00f3 th\u1ec3 \u0111i\u1ec1u ti\u1ebft m\u00f4i tr\u01b0\u1eddng th\u00f4ng qua h\u00e0ng lo\u1ea1t ph\u01b0\u01a1ng ph\u00e1p \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u t\u1ef7 m\u1ef7. To\u00e0n b\u1ed9 ngu\u1ed3n l\u1ef1c \u0111\u1ed3 s\u1ed9 \u0111\u1ec3 h\u1ed7 tr\u1ee3 b\u1ea1n s\u1ed1ng h\u1ea1nh ph\u00fac h\u01a1n s\u1ebd \u0111\u01b0\u1ee3c cung c\u1ea5p trong kh\u00f3a h\u1ecdc PH\u01af\u01a0NG PH\u00c1P LU\u1eacN S\u00c1NG T\u1ea0O v\u00e0 \u0110\u1ed4I M\u1edaI<\/a> t\u1ea1i Trung t\u00e2m S\u00e1ng t\u1ea1o Khoa h\u1ecdc\u2013k\u1ef9 thu\u1eadt (TSK) thu\u1ed9c tr\u01b0\u1eddng Khoa H\u1ecdc T\u1ef1 Nhi\u00ean. R\u1ea5t vui m\u1eebng khi \u0111\u01b0\u1ee3c chuy\u1ec3n th\u00f4ng tin n\u00e0y \u0111\u1ebfn b\u1ea1n v\u00e0o ngay l\u00fac n\u00e0y. H\u00e3y \u0111\u0103ng k\u00fd t\u1ea1i \u0111\u00e2y<\/a> ho\u1eb7c li\u00ean h\u1ec7 s\u1ed1 \u0111i\u1ec7n tho\u1ea1i: (028) 38 301 743\/ 089 668 36 31 \u0111\u1ec3 c\u00f9ng m\u1edf m\u1ecdi \u1ed5 kh\u00f3a c\u1ea3n tr\u1edf con \u0111\u01b0\u1eddng \u0111\u1ebfn m\u1ee5c ti\u00eau c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n

Ngu\u1ed3n: DigitalTrends<\/p>\n","protected":false},"excerpt":{"rendered":"

Ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1eeb m\u1ed9t tr\u1eadn \u0111\u1ea5u b\u00f3ng b\u1ea7u d\u1ee5c \u00dac kh\u00f4ng hi\u1ec3n th\u1ecb s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea v\u1ec1 hi\u1ec7u su\u1ea5t m\u00e0 l\u00e0 th\u00f4ng tin sinh tr\u1eafc h\u1ecdc th\u1eddi gian th\u1ef1c t\u1eeb … <\/p>\n","protected":false},"author":1,"featured_media":7529,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[82],"tags":[],"yoast_head":"\nT\u01b0\u01a1ng lai c\u1ee7a th\u1ec3 thao: D\u1eef li\u1ec7u sinh tr\u1eafc h\u1ecdc v\u00e0 AI s\u1ebd c\u00e1ch m\u1ea1ng h\u00f3a th\u1ec3 thao nh\u01b0 th\u1ebf n\u00e0o - Blog TSK<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cstc.vn\/blogtsk\/tuong-lai-cua-the-thao-du-lieu-sinh-trac-hoc-va-ai-se-cach-mang-hoa-the-thao-nhu-the-nao\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"T\u01b0\u01a1ng lai c\u1ee7a th\u1ec3 thao: D\u1eef li\u1ec7u sinh tr\u1eafc h\u1ecdc v\u00e0 AI s\u1ebd c\u00e1ch m\u1ea1ng h\u00f3a th\u1ec3 thao nh\u01b0 th\u1ebf n\u00e0o - 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