{"id":38564,"date":"2023-03-24T14:43:26","date_gmt":"2023-03-24T06:43:26","guid":{"rendered":"https:\/\/ikala.cloud\/cases\/han-lin\/"},"modified":"2023-12-29T13:24:44","modified_gmt":"2023-12-29T05:24:44","slug":"han-lin","status":"publish","type":"cases","link":"https:\/\/ikala.cloud\/vi\/cases\/han-lin","title":{"rendered":"Han Lin Education Technologies"},"content":{"rendered":"

Han Lin Education Technologies ti\u1ebfp t\u1ee5c th\u1eeba k\u1ebf nh\u1eefng gene xu\u1ea5t s\u1eafc c\u1ee7a Han Lin Publishing CO., LTD., m\u1ed9t c\u00f4ng ty c\u00f3 h\u01a1n 60 n\u0103m th\u00e0nh l\u1eadp. H\u1ecd t\u1eadn d\u1ee5ng kinh nghi\u1ec7m xu\u1ea5t b\u1ea3n gi\u00e1o tr\u00ecnh t\u00edch lu\u1ef9 su\u1ed1t nhi\u1ec1u n\u0103m \u0111\u1ec3 tham gia v\u00e0o l\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c tr\u1ef1c tuy\u1ebfn, s\u00e1ng t\u1ea1o n\u1ec1n t\u1ea3ng h\u1ecdc t\u1eadp s\u1ed1 “eHanlin TEAMS” b\u1eb1ng vi\u1ec7c k\u1ebft h\u1ee3p t\u00e0i li\u1ec7u gi\u1ea3ng d\u1ea1y ch\u1ea5t l\u01b0\u1ee3ng v\u1edbi c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y th\u1ebf h\u1ec7 m\u1edbi. B\u1eb1ng c\u00e1ch h\u1ed7 tr\u1ee3 gi\u1ea3ng d\u1ea1y th\u00f4ng qua b\u1ed1n giai \u0111o\u1ea1n: “gi\u1ea3ng d\u1ea1y”, “ki\u1ec3m tra”, “\u0111\u00e1nh gi\u00e1” v\u00e0 “\u0111i\u1ec1u ch\u1ec9nh”, h\u1ecd s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 \u0111\u1ec3 c\u1ea3i t\u1ed5 phong c\u00e1ch gi\u00e1o d\u1ee5c, g\u1eafn ch\u1eb7t v\u00e0o kh\u1ea3 n\u0103ng h\u1ecdc t\u1eadp c\u1ee7a h\u1ecdc sinh.<\/p>\n

\u0110\u1ed9i ng\u0169 Han Lin Education Technologies \u0111\u00e3 s\u00e1ng t\u1ea1o v\u00e0 nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n h\u00e0ng ch\u1ee5c d\u1ef1 \u00e1n trong h\u01a1n m\u01b0\u1eddi n\u0103m qua, bao g\u1ed3m nhi\u1ec1u d\u1ecbch v\u1ee5 ph\u00f9 h\u1ee3p v\u1edbi b\u1ed1i c\u1ea3nh h\u1ecdc t\u1eadp nh\u01b0: ng\u00e2n h\u00e0ng c\u00e2u h\u1ecfi th\u00f4ng minh, b\u00e1o c\u00e1o ki\u1ec3m tra h\u1ecdc t\u1eadp, nh\u1eafm v\u00e0o l\u1ed7i sai, ch\u1ea5m b\u00e0i t\u1ef1 \u0111\u1ed9ng b\u1eb1ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, th\u00f4ng b\u00e1o k\u1ebft qu\u1ea3 h\u1ecdc t\u1eadp t\u1ee9c th\u00ec v\u00e0 nhi\u1ec1u t\u00ednh n\u0103ng h\u1eefu \u00edch kh\u00e1c. Hi\u1ec7n t\u1ea1i, d\u1ef1 \u00e1n \u0111\u00e3 ti\u1ebfp c\u1eadn v\u1edbi d\u1ef1 \u00e1n “S\u00e1ch gi\u00e1o tr\u00ecnh s\u1ed1 cho h\u1ecdc sinh” c\u1ee7a B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai tr\u00ean th\u1ecb tr\u01b0\u1eddng trong 8 n\u0103m v\u1edbi t\u00ean g\u1ecdi eHanlin TEAMS, hi\u1ec7u qu\u1ea3 v\u01b0\u1ee3t tr\u1ed9i khi t\u00edch h\u1ee3p ngu\u1ed3n t\u00e0i li\u1ec7u gi\u1ea3ng d\u1ea1y v\u00e0o n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y v\u00e0 th\u00f4ng qua qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1, gi\u00fap gi\u00e1o vi\u00ean v\u00e0 h\u1ecdc sinh hi\u1ec3u m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u1ec1 v\u1ea5n \u0111\u1ec1 h\u1ecdc t\u1eadp v\u00e0 \u0111i\u1ec1u ch\u1ec9nh ngay l\u1eadp t\u1ee9c. G\u1ea7n 200 tr\u01b0\u1eddng trung h\u1ecdc v\u00e0 trung h\u1ecdc ph\u1ed5 th\u00f4ng tr\u00ean to\u00e0n \u0110\u00e0i Loan \u0111\u00e3 tri\u1ec3n khai th\u00e0nh c\u00f4ng.<\/p>\n

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D\u1ef1a v\u00e0o c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y h\u00e0ng \u0111\u1ea7u c\u1ee7a Google Cloud, h\u1ed7 tr\u1ee3 \u0111\u1ed9i ng\u0169 kh\u00e1m ph\u00e1 gi\u00e1 tr\u1ecb s\u1ea3n ph\u1ea9m t\u1eeb 0 \u0111\u1ebfn 1<\/b><\/h2>\n

Khi n\u00f3i \u0111\u1ebfn kinh nghi\u1ec7m s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y phong ph\u00fa, Han Lin cho bi\u1ebft trong giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i gi\u00e1o d\u1ee5c s\u1ed1, h\u1ecd \u0111\u00e3 ch\u1ecdn s\u1eed d\u1ee5ng Google Cloud – m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u00e1m m\u00e2y hi\u1ec7u su\u1ea5t cao an to\u00e0n v\u00e0 \u0111\u00e1ng tin c\u1eady. V\u00e0o th\u1eddi \u0111i\u1ec3m \u0111\u00f3, c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y ch\u01b0a ph\u1ed5 bi\u1ebfn, d\u1eabn \u0111\u1ebfn vi\u1ec7c kh\u00f3 kh\u0103n trong t\u00ecm ki\u1ebfm nh\u00e2n t\u00e0i \u0111\u00e1m m\u00e2y. Tuy nhi\u00ean, s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y \u1ed5n \u0111\u1ecbnh, c\u00f3 \u0111\u1ed9 tr\u1ec5 th\u1ea5p v\u00e0 t\u00ednh linh ho\u1ea1t m\u1edf r\u1ed9ng cao c\u1ee7a Google \u0111\u00e3 gi\u00fap gi\u1ea3m b\u1edbt \u00e1p l\u1ef1c v\u1ec1 chi ph\u00ed v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c ph\u00e1t tri\u1ec3n, \u0111\u1ed3ng th\u1eddi th\u1ef1c hi\u1ec7n vi\u1ec7c giao c\u00f4ng ngh\u1ec7 c\u00f3 chi ph\u00ed v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p cao cho Google – m\u1ed9t \u0111\u1ed1i t\u00e1c \u0111\u00e1ng tin c\u1eady v\u1edbi ch\u1ea5t l\u01b0\u1ee3ng \u0111\u00e1m m\u00e2y h\u00e0ng \u0111\u1ea7u. Han Lin c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 v\u00e0 x\u00e1c minh kh\u1ea3 thi v\u00e0 gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a s\u1ea3n ph\u1ea9m. \u0110\u1ed3ng th\u1eddi, c\u00e1c t\u00e0i li\u1ec7u mi\u1ec5n ph\u00ed nh\u01b0 h\u1ed9i th\u1ea3o, kh\u00f3a h\u1ecdc k\u1ef9 thu\u1eadt v\u00e0 t\u00e0i li\u1ec7u \u0111\u00e1m m\u00e2y c\u1ee7a Google Cloud \u0111\u00e3 gi\u00fap \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt c\u1ee7a Han Lin m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n

Gi\u00e1m \u0111\u1ed1c c\u00f4ng ngh\u1ec7 c\u1ee7a Han Lin Education Technologies, \u6797\u53f3\u7fd4, chia s\u1ebb: “Trong th\u1eddi k\u1ef3 kh\u00e1i ni\u1ec7m chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 ch\u01b0a ph\u1ed5 bi\u1ebfn, vi\u1ec7c t\u00ecm ki\u1ebfm nh\u00e2n t\u00e0i \u0111\u00e1m m\u00e2y kh\u00f4ng d\u1ec5 d\u00e0ng. S\u1eed d\u1ee5ng Google Cloud gi\u00fap \u0111\u1ed9i ng\u0169 t\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 t\u1eadn h\u01b0\u1edfng s\u1ee9c m\u1ea1nh v\u00e0 t\u00ednh b\u1ea3o m\u1eadt t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi Google. \u0110i\u1ec1u n\u00e0y gi\u00fap t\u1eadn d\u1ee5ng t\u1ed1i \u0111a t\u00e0i nguy\u00ean k\u1ef9 thu\u1eadt v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 t\u1ed1t nh\u1ea5t.”<\/h4>\n

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Tri\u1ec3n khai c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng GKE, d\u1ec5 d\u00e0ng \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ph\u00e1t tri\u1ec3n CI\/CD<\/b><\/h2>\n

Google Cloud cung c\u1ea5p c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111a t\u1ea7ng, m\u1ea1nh m\u1ebd v\u00e0 \u0111\u00e1ng tin c\u1eady tr\u00ean to\u00e0n c\u1ea7u, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u \u0111a d\u1ea1ng c\u1ee7a c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p. Han Lin tri\u1ec3n khai s\u1ea3n ph\u1ea9m tr\u00ean Google Kubernetes Engine (GKE) \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1eadp nh\u1eadt s\u1ea3n ph\u1ea9m nhanh ch\u00f3ng v\u00e0 t\u1ee9c th\u00ec c\u1ee7a c\u00e1c nh\u00f3m kh\u1edfi nghi\u1ec7p. B\u1eb1ng c\u00e1ch tr\u01b0\u1edbc \u0111\u00f3 c\u1ea5u h\u00ecnh m\u00f4i tr\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng v\u1edbi s\u1ef1 \u0111\u00f3ng g\u00f3p c\u1ee7a c\u00e1c th\u00e0nh vi\u00ean k\u1ef3 c\u1ef1u trong nh\u00f3m, c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Cloud Build th\u1ef1c hi\u1ec7n quy tr\u00ecnh CI\/CD, t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n ki\u1ec3m tra \u0111\u01a1n v\u1ecb v\u00e0 tri\u1ec3n khai v\u00e0o Google Kubernetes Engine (GKE), t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n v\u00e0 c\u1eadp nh\u1eadt s\u1ea3n ph\u1ea9m \u0111\u1ed3ng th\u1eddi c\u00e2n nh\u1eafc linh ho\u1ea1t v\u1edbi \u0111\u1ed9 an to\u00e0n.<\/p>\n

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T\u1eadn d\u1ee5ng d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef chi ph\u00ed th\u1ea5p Pub\/Sub \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1ef1 \u0111\u1ed9ng<\/b><\/h2>\n

H\u1ec7 th\u1ed1ng TEAMS ghi l\u1ea1i to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp c\u1ee7a h\u1ecdc sinh v\u00e0 vi\u1ec7c qu\u1ea3n l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c. Trong qu\u00e1 tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u s\u1eed d\u1ee5ng \u1edf c\u00e1c c\u1ea5p tr\u01b0\u1eddng h\u1ecdc, ch\u1ec9 x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00f3 thay \u0111\u1ed5i. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef chi ph\u00ed th\u1ea5p Pub\/Sub c\u1ee7a Google Cloud, d\u1eef li\u1ec7u thay \u0111\u1ed5i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00e1ch bi\u1ec7t v\u00e0 sau \u0111\u00f3 \u0111\u01b0\u1ee3c ghi v\u00e0o h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef d\u1eef li\u1ec7u BigQuery, cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng b\u00e1o c\u00e1o th\u1eddi gian th\u1ef1c tr\u1ef1c quan th\u00f4ng qua n\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 kinh doanh Looker Studio, gi\u00fap \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 truy c\u1eadp d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1eef li\u1ec7u, mang l\u1ea1i hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 cao cho \u1ee9ng d\u1ee5ng d\u1eef li\u1ec7u.<\/p>\n

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S\u1eed d\u1ee5ng trung t\u00e2m AI \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u01a1 s\u1edf gi\u00e1o d\u1ee5c linh ho\u1ea1t, kh\u00e1m ph\u00e1 nhi\u1ec1u kh\u1ea3 n\u0103ng h\u01a1n cho h\u1ecdc sinh<\/b><\/h2>\n

Ch\u1ee7 t\u1ecbch c\u1ee7a Han Lin Education Technologies, \u00f4ng William, tu\u00e2n th\u1ee7 s\u1ee9 m\u1ec7nh “C\u00f4ng ngh\u1ec7 gi\u00e1o d\u1ee5c c\u1ea7n gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 m\u00e0 gi\u00e1o d\u1ee5c truy\u1ec1n th\u1ed1ng kh\u00f3 gi\u1ea3i quy\u1ebft” v\u00e0 th\u1ea5u hi\u1ec3u tri\u1ebft l\u00fd gi\u00e1o d\u1ee5c t\u00f9y theo \u0111\u1eb7c \u0111i\u1ec3m h\u1ecdc sinh th\u00f4ng qua c\u00e1c t\u00ednh n\u0103ng nh\u01b0 ph\u00e2n t\u00edch n\u0103ng l\u1ef1c, g\u1eedi \u0111\u1ec1 thi th\u00f4ng minh AI v\u00e0 \u0111\u00e1nh d\u1ea5u c\u00e2u sai.
\nTuy nhi\u00ean, \u0111\u1ed1i di\u1ec7n v\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn, th\u01b0\u1eddng kh\u00f3 \u0111\u1ec3 s\u1eafp x\u1ebfp \u0111\u01b0\u1ee3c t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a d\u1eef li\u1ec7u. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, Han Lin t\u1eadn d\u1ee5ng Google Cloud AutoML \u0111\u1ec3 ki\u1ec3m tra nhanh ch\u00f3ng t\u00ednh ph\u00f9 h\u1ee3p c\u1ee7a c\u00e1c t\u00ecnh hu\u1ed1ng h\u1ecdc m\u00e1y v\u00e0 d\u1eef li\u1ec7u trong giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u, th\u00f4ng qua k\u1ebft qu\u1ea3 d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, gi\u00e1 tr\u1ecb d\u1eef li\u1ec7u v\u00e0 h\u01b0\u1edbng m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y.<\/p>\n

\u0110\u1ec3 gi\u00fap gi\u00e1o vi\u00ean d\u1ec5 d\u00e0ng t\u00ecm ra b\u1ed9 \u0111\u1ec1 thi ph\u00f9 h\u1ee3p nh\u1ea5t cho l\u1edbp h\u1ecdc, sau khi t\u00edch lu\u1ef9 m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u ki\u1ec3m tra c\u1ee7a h\u1ecdc sinh, Han Lin \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c nhau c\u1ee7a AutoML \u0111\u1ec3 th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m nhanh ch\u00f3ng. Ch\u1ec9 trong m\u1ed9t ng\u00e0y, \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c kho\u1ea3ng 80% \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 \u0111o\u00e1n.<\/p>\n

Nh\u01b0ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c h\u01a1n, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u0169ng ph\u00e1t hi\u1ec7n ra r\u1eb1ng vi\u1ec7c ph\u00e2n lo\u1ea1i \u0111\u1ec1 thi theo nh\u00e3n c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Quy tr\u00ecnh ch\u1ec9 \u0111\u00f2i h\u1ecfi m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 s\u1eafp x\u1ebfp d\u1eef li\u1ec7u. V\u00e0 trong giai \u0111o\u1ea1n hu\u1ea5n luy\u1ec7n ban \u0111\u1ea7u, kh\u00f4ng c\u1ea7n s\u1ef1 tham gia c\u1ee7a \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt vi\u00ean, m\u00e0 ch\u1ec9 c\u1ea7n m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u thao t\u00e1c tr\u00ean giao di\u1ec7n Google Cloud. So v\u1edbi c\u00e1c y\u00eau c\u1ea7u v\u1ec1 ngu\u1ed3n l\u1ef1c v\u00e0 th\u1eddi gian c\u1ea7n thi\u1ebft cho vi\u1ec7c th\u1ef1c nghi\u1ec7m s\u1ea3n ph\u1ea9m trong qu\u00e1 kh\u1ee9, \u0111\u00e3 ti\u1ebft ki\u1ec7m th\u00e0nh c\u00f4ng g\u1ea7n hai ph\u1ea7n ba chi ph\u00ed nh\u00e2n l\u1ef1c v\u00e0 th\u1eddi gian, gi\u00fap Han Lin t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t chi ph\u00ed m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n.<\/p>\n

H\u00e0nh \u0111\u1ed9ng n\u00e0y gi\u00fap quy\u1ebft \u0111\u1ecbnh doanh nghi\u1ec7p c\u00f3 th\u1ec3 linh ho\u1ea1t v\u00e0 nhanh ch\u00f3ng h\u01a1n, v\u00e0 th\u00e0nh c\u00f4ng tr\u00e1nh \u0111\u01b0\u1ee3c vi\u1ec7c \u0111\u1ea7u t\u01b0 qu\u00e1 nhi\u1ec1u ngu\u1ed3n l\u1ef1c v\u00e0 th\u1eddi gian trong giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n ch\u1ee9c n\u0103ng. D\u01b0\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 m\u1ea1nh m\u1ebd c\u1ee7a Google Cloud, Han Lin c\u00f3 th\u1ec3 m\u1ea1o hi\u1ec3m kh\u00e1m ph\u00e1 v\u00e0 tri\u1ec3n khai, \u0111\u00f3 l\u00e0 ngu\u1ed3n t\u00e0i nguy\u00ean quan tr\u1ecdng c\u1ee7a nh\u00f3m ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ty.<\/p>\n

Ch\u1ee7 t\u1ecbch c\u1ee7a Han Lin Education Technologies, \u00f4ng William, cho bi\u1ebft: “Thay v\u00ec gi\u00fap \u0111\u1ee1 t\u1eeb kinh nghi\u1ec7m k\u1ef9 thu\u1eadt phong ph\u00fa c\u1ee7a iKala Cloud, Han Lin \u0111\u00e3 c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 bi\u1ebfn \u0111\u1ed5i gi\u00e1o d\u1ee5c v\u00e0 tr\u1edf th\u00e0nh c\u1ea7u n\u1ed1i quan tr\u1ecdng gi\u1eefa Han Lin v\u00e0 Google Cloud trong nh\u1eefng th\u1eddi \u0111i\u1ec3m quan tr\u1ecdng nh\u1ea5t. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra s\u1ef1 t\u01b0\u01a1ng t\u00e1c t\u00edch c\u1ef1c gi\u1eefa ba b\u00ean, v\u00e0 trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i t\u1eeb 0-1 c\u1ee7a Han Lin, iKala Cloud \u0111\u00f3ng vai tr\u00f2 kh\u00f4ng th\u1ec3 thi\u1ebfu l\u00e0 m\u1ed9t \u0111\u1ed1i t\u00e1c quan tr\u1ecdng.”<\/h4>\n","protected":false},"excerpt":{"rendered":"

Han Lin Education Technologies ti\u1ebfp t\u1ee5c truy\u1ec1n th\u1eeba nh\u1eefng gene xu\u1ea5t s\u1eafc c\u1ee7a Han Lin …<\/p>\n","protected":false},"featured_media":36601,"template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"case_cat":[],"case_tag":[397],"case_tag2":[381,377],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/cases\/38564"}],"collection":[{"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/cases"}],"about":[{"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/types\/cases"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/media\/36601"}],"wp:attachment":[{"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/media?parent=38564"}],"wp:term":[{"taxonomy":"case_cat","embeddable":true,"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/case_cat?post=38564"},{"taxonomy":"case_tag","embeddable":true,"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/case_tag?post=38564"},{"taxonomy":"case_tag2","embeddable":true,"href":"https:\/\/ikala.cloud\/vi\/wp-json\/wp\/v2\/case_tag2?post=38564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}