{"id":40110,"date":"2026-10-01T14:33:32","date_gmt":"2026-10-01T07:33:32","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=40110"},"modified":"2026-10-01T14:33:32","modified_gmt":"2026-10-01T07:33:32","slug":"thuc-hanh-ai-cung-nvidia-dli-cua-sinh-vien","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/thuc-hanh-ai-cung-nvidia-dli-cua-sinh-vien\/","title":{"rendered":"M\u1ed9t ng\u00e0y th\u1ef1c h\u00e0nh AI c\u00f9ng NVIDIA DLI c\u1ee7a sinh vi\u00ean Asia University Program"},"content":{"rendered":"

Workshop \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c theo h\u00ecnh th\u1ee9c th\u1ef1c h\u00e0nh d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn c\u1ee7a ThS. L\u00ea Tr\u1ea7n Ng\u1ecdc Tr\u00e2n \u2013 gi\u1ea3ng vi\u00ean Asia University Program \u0111\u01b0\u1ee3c NVIDIA ch\u1ee9ng nh\u1eadn thu\u1ed9c Ch\u01b0\u01a1ng tr\u00ecnh \u0110\u1ea1i s\u1ee9 \u0110\u1ea1i h\u1ecdc c\u1ee7a NVIDIA DLI.<\/span><\/p>\n

Trong su\u1ed1t ch\u01b0\u01a1ng tr\u00ecnh, sinh vi\u00ean tr\u1ef1c ti\u1ebfp thao t\u00e1c tr\u00ean h\u1ec7 th\u1ed1ng GPU \u0111\u00e1m m\u00e2y c\u1ee7a NVIDIA DLI, l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u v\u00e0 t\u1eebng b\u01b0\u1edbc x\u00e2y d\u1ef1ng, \u0111\u00e1nh gi\u00e1 c\u00e1c m\u00f4 h\u00ecnh AI trong m\u1ed9t b\u00e0i to\u00e1n c\u1ee5 th\u1ec3 thay v\u00ec ch\u1ec9 ti\u1ebfp c\u1eadn ki\u1ebfn th\u1ee9c qua l\u00fd thuy\u1ebft.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean Asia University Program tham gia workshop \u201cApplications of AI for Predictive Maintenance\u201d c\u00f9ng NVIDIA DLI<\/figcaption><\/figure>\n

Th\u1ef1c h\u00e0nh AI qua b\u00e0i to\u00e1n b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n<\/b><\/span><\/p>\n

Tr\u1ecdng t\u00e2m c\u1ee7a workshop l\u00e0 b\u00e0i to\u00e1n Predictive Maintenance \u2013 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, trong \u0111\u00f3 AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1eadn h\u00e0nh, ph\u00e1t hi\u1ec7n d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng v\u00e0 h\u1ed7 tr\u1ee3 d\u1ef1 \u0111o\u00e1n nguy c\u01a1 thi\u1ebft b\u1ecb g\u1eb7p s\u1ef1 c\u1ed1 tr\u01b0\u1edbc khi l\u1ed7i th\u1ef1c s\u1ef1 x\u1ea3y ra.<\/span><\/p>\n

Th\u00f4ng qua chu\u1ed7i b\u00e0i th\u1ef1c h\u00e0nh, sinh vi\u00ean \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn b\u00e0i to\u00e1n n\u00e0y \u1edf nhi\u1ec1u l\u1edbp kh\u00e1c nhau.<\/span><\/p>\n

\u1ede n\u1ed9i dung h\u1ecdc m\u00e1y t\u0103ng t\u1ed1c b\u1eb1ng GPU, c\u00e1c b\u1ea1n s\u1eed d\u1ee5ng RAPIDS \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh XGBoost, t\u1eeb \u0111\u00f3 t\u00ecm hi\u1ec3u c\u00e1ch GPU c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 r\u00fat ng\u1eafn th\u1eddi gian x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn so v\u1edbi CPU.<\/span><\/p>\n

Ti\u1ebfp \u0111\u00f3, sinh vi\u00ean th\u1ef1c h\u00e0nh x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u tr\u00ean d\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian b\u1eb1ng Keras v\u00e0 TensorFlow. Th\u00f4ng qua m\u1ea1ng LSTM, ng\u01b0\u1eddi h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn \u0111\u01b0\u1ee3c ghi nh\u1eadn theo th\u1eddi gian v\u00e0 quan s\u00e1t c\u00e1ch m\u00f4 h\u00ecnh nh\u1eadn di\u1ec7n nh\u1eefng bi\u1ebfn \u0111\u1ed9ng c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn t\u00ecnh tr\u1ea1ng b\u1ea5t th\u01b0\u1eddng c\u1ee7a thi\u1ebft b\u1ecb.<\/span><\/p>\n

\"ThS.
ThS. L\u00ea Tr\u1ea7n Ng\u1ecdc Tr\u00e2n h\u01b0\u1edbng d\u1eabn sinh vi\u00ean th\u1ef1c h\u00e0nh c\u00e1c n\u1ed9i dung v\u1ec1 AI v\u00e0 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n<\/figcaption><\/figure>\n

M\u1ed9t n\u1ed9i dung kh\u00e1c l\u00e0 Autoencoder, m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n t\u1eeb d\u1eef li\u1ec7u c\u1ee7a thi\u1ebft b\u1ecb ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng, sau \u0111\u00f3 s\u1eed d\u1ee5ng m\u1ee9c \u0111\u1ed9 sai kh\u00e1c trong d\u1eef li\u1ec7u m\u1edbi \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c t\u00edn hi\u1ec7u b\u1ea5t th\u01b0\u1eddng.<\/span><\/p>\n

Thay v\u00ec ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh, sinh vi\u00ean c\u00f2n ph\u1ea3i \u0111\u1ecdc k\u1ebft qu\u1ea3, so s\u00e1nh hi\u1ec7u su\u1ea5t v\u00e0 c\u00e2n nh\u1eafc gi\u1eefa c\u00e1c t\u00ecnh hu\u1ed1ng nh\u01b0 c\u1ea3nh b\u00e1o sai hay b\u1ecf s\u00f3t s\u1ef1 c\u1ed1. Qua \u0111\u00f3, b\u00e0i to\u00e1n AI \u0111\u01b0\u1ee3c \u0111\u1eb7t trong b\u1ed1i c\u1ea3nh g\u1ea7n h\u01a1n v\u1edbi th\u1ef1c t\u1ebf, n\u01a1i m\u1ed9t m\u00f4 h\u00ecnh t\u1ed1t kh\u00f4ng ch\u1ec9 c\u1ea7n \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00e0 c\u00f2n ph\u1ea3i ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau s\u1eed d\u1ee5ng.<\/span><\/p>\n

\u201cSpot the Failure\u201d: Khi d\u1eef li\u1ec7u tr\u1edf th\u00e0nh manh m\u1ed1i \u0111\u1ec3 t\u00ecm s\u1ef1 c\u1ed1<\/b><\/span><\/p>\n

Sau c\u00e1c n\u1ed9i dung th\u1ef1c h\u00e0nh, sinh vi\u00ean ti\u1ebfp t\u1ee5c th\u1eed s\u1ee9c v\u1edbi th\u1eed th\u00e1ch \u201cSpot the Failure\u201d.<\/span><\/p>\n

C\u00e1c \u0111\u1ed9i c\u00f9ng quan s\u00e1t bi\u1ec3u \u0111\u1ed3 d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn, ph\u00e2n t\u00edch nh\u1eefng d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng v\u00e0 x\u00e1c \u0111\u1ecbnh thi\u1ebft b\u1ecb n\u00e0o c\u00f3 nguy c\u01a1 g\u1eb7p s\u1ef1 c\u1ed1. Thay v\u00ec nh\u1eadn s\u1eb5n \u0111\u00e1p \u00e1n, sinh vi\u00ean ph\u1ea3i th\u1ea3o lu\u1eadn, \u0111\u01b0a ra gi\u1ea3 thuy\u1ebft v\u00e0 gi\u1ea3i th\u00edch c\u01a1 s\u1edf cho l\u1ef1a ch\u1ecdn c\u1ee7a nh\u00f3m.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean tr\u1ef1c ti\u1ebfp ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 th\u1ef1c h\u00e0nh tr\u00ean m\u00f4i tr\u01b0\u1eddng GPU trong workshop<\/figcaption><\/figure>\n

Ho\u1ea1t \u0111\u1ed9ng t\u1ea1o th\u00eam m\u1ed9t l\u1edbp tr\u1ea3i nghi\u1ec7m kh\u00e1c cho workshop: ki\u1ebfn th\u1ee9c v\u1eeba h\u1ecdc \u0111\u01b0\u1ee3c \u0111\u01b0a ngay v\u00e0o m\u1ed9t t\u00ecnh hu\u1ed1ng c\u1ea7n ph\u00e2n t\u00edch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. Sinh vi\u00ean kh\u00f4ng ch\u1ec9 thao t\u00e1c v\u1edbi c\u00f4ng c\u1ee5 m\u00e0 c\u00f2n ph\u1ea3i ph\u1ed1i h\u1ee3p c\u00f9ng \u0111\u1ed3ng \u0111\u1ed9i, \u0111\u1ed1i chi\u1ebfu k\u1ebft qu\u1ea3 v\u00e0 t\u00ecm c\u00e1ch c\u1ea3i thi\u1ec7n ph\u01b0\u01a1ng \u00e1n khi d\u1eef li\u1ec7u ch\u01b0a cho th\u1ea5y c\u00e2u tr\u1ea3 l\u1eddi r\u00f5 r\u00e0ng.<\/span><\/p>\n

Qua \u0111\u00f3, nh\u1eefng kh\u00e1i ni\u1ec7m nh\u01b0 d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn, ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng hay b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n tr\u1edf n\u00ean d\u1ec5 h\u00ecnh dung h\u01a1n khi \u0111\u01b0\u1ee3c \u0111\u1eb7t v\u00e0o m\u1ed9t b\u00e0i to\u00e1n c\u1ee5 th\u1ec3.<\/span><\/p>\n

Th\u00eam m\u1ed9t c\u00e1ch \u0111\u1ec3 sinh vi\u00ean nh\u00ecn AI qua b\u00e0i to\u00e1n th\u1ef1c t\u1ebf<\/b><\/span><\/p>\n

V\u1edbi Nguy\u1ec5n Tu\u1ea5n V\u0169, sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn, gi\u00e1 tr\u1ecb c\u1ee7a workshop n\u1eb1m \u1edf vi\u1ec7c \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn th\u00eam nh\u1eefng ki\u1ebfn th\u1ee9c v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi b\u00ean c\u1ea1nh n\u1ed9i dung h\u1ecdc tr\u00ean l\u1edbp.<\/span><\/p>\n

\u201c\u0110\u00e2y l\u00e0 m\u1ed9t workshop r\u1ea5t c\u00f3 \u00fd ngh\u0129a v\u1edbi em, cung c\u1ea5p cho em nh\u1eefng ki\u1ebfn th\u1ee9c m\u1edbi r\u1ea5t \u0111\u00e1ng gi\u00e1 v\u1edbi sinh vi\u00ean t\u1ee5i em trong qu\u00e1 tr\u00ecnh h\u1ecdc\u201d,<\/span><\/i> V\u0169 n\u00f3i.<\/span><\/p>\n

T\u1eeb g\u00f3c nh\u00ecn c\u1ee7a sinh vi\u00ean, m\u1ed9t ng\u00e0y l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u, m\u00f4 h\u00ecnh v\u00e0 GPU gi\u00fap c\u00e1c kh\u00e1i ni\u1ec7m v\u1ec1 AI tr\u1edf n\u00ean c\u1ee5 th\u1ec3 h\u01a1n. Ng\u01b0\u1eddi h\u1ecdc c\u00f3 th\u1ec3 tr\u1ef1c ti\u1ebfp quan s\u00e1t c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd, m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n, k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 v\u00e0 nh\u1eefng quy\u1ebft \u0111\u1ecbnh k\u1ef9 thu\u1eadt \u1ea3nh h\u01b0\u1edfng th\u1ebf n\u00e0o \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra.<\/span><\/p>\n

\u0110\u00e2y c\u0169ng l\u00e0 \u0111i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd c\u1ee7a workshop: AI kh\u00f4ng \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn nh\u01b0 m\u1ed9t kh\u00e1i ni\u1ec7m t\u00e1ch r\u1eddi, m\u00e0 \u0111\u01b0\u1ee3c \u0111\u1eb7t trong m\u1ed1i li\u00ean h\u1ec7 v\u1edbi m\u1ed9t b\u00e0i to\u00e1n c\u00f4ng nghi\u1ec7p c\u1ee5 th\u1ec3.<\/span><\/p>\n

\u0110\u1ed1i v\u1edbi sinh vi\u00ean Asia University Program, nh\u1eefng ho\u1ea1t \u0111\u1ed9ng nh\u01b0 NVIDIA DLI Workshop m\u1edf r\u1ed9ng kh\u00f4ng gian h\u1ecdc t\u1eadp ra ngo\u00e0i c\u00e1c h\u1ecdc ph\u1ea7n ch\u00ednh kh\u00f3a, t\u1ea1o th\u00eam c\u01a1 h\u1ed9i ti\u1ebfp x\u00fac v\u1edbi c\u00f4ng c\u1ee5, n\u1ec1n t\u1ea3ng v\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7.<\/span><\/p>\n

Th\u00f4ng qua nh\u1eefng tr\u1ea3i nghi\u1ec7m n\u00e0y, sinh vi\u00ean c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c kh\u00e1m ph\u00e1 c\u00e1c h\u01b0\u1edbng \u1ee9ng d\u1ee5ng c\u1ee7a AI, ki\u1ec3m ch\u1ee9ng ki\u1ebfn th\u1ee9c b\u1eb1ng th\u1ef1c h\u00e0nh v\u00e0 t\u1eebng b\u01b0\u1edbc h\u00ecnh th\u00e0nh t\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 trong nh\u1eefng b\u1ed1i c\u1ea3nh g\u1ea7n v\u1edbi th\u1ef1c t\u1ebf h\u01a1n.<\/span><\/p>\n

Workshop ti\u1ebfp t\u1ee5c v\u1edbi \u0111\u1ee3t 2 v\u00e0o ng\u00e0y 10\/10<\/b><\/span><\/p>\n

Sau \u0111\u1ee3t \u0111\u1ea7u ti\u00ean ng\u00e0y 30\/09, workshop \u201cApplications of AI for Predictive Maintenance\u201d s\u1ebd ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c v\u00e0o ng\u00e0y 10\/10\/2026 t\u1ea1i Global Education Space, m\u1edf th\u00eam c\u01a1 h\u1ed9i \u0111\u1ec3 sinh vi\u00ean tr\u1ef1c ti\u1ebfp tr\u1ea3i nghi\u1ec7m n\u1ed9i dung \u0111\u00e0o t\u1ea1o th\u1ef1c h\u00e0nh t\u1eeb NVIDIA Deep Learning Institute.<\/span><\/p>\n

Th\u00f4ng tin NVIDIA DLI Workshop:<\/b><\/span><\/p>\n

Ch\u1ee7 \u0111\u1ec1: Applications of AI for Predictive Maintenance<\/span><\/i><\/p>\n

\u0110\u1ee3t 1: Th\u1ee9 T\u01b0, ng\u00e0y 30\/09\/2026<\/span><\/i><\/p>\n

\u0110\u1ee3t 2: Th\u1ee9 B\u1ea3y, ng\u00e0y 10\/10\/2026<\/span><\/i><\/p>\n

Th\u1eddi l\u01b0\u1ee3ng: Kho\u1ea3ng 8 gi\u1edd\/\u0111\u1ee3t<\/span><\/i><\/p>\n

S\u1ed1 l\u01b0\u1ee3ng: Kho\u1ea3ng 25 sinh vi\u00ean\/\u0111\u1ee3t<\/span><\/i><\/p>\n

Ph\u00ed tham d\u1ef1: Mi\u1ec5n ph\u00ed<\/span><\/i><\/p>\n

Ng\u00f4n ng\u1eef: Ti\u1ebfng Anh<\/span><\/i><\/p>\n

\u0110\u1ed1i t\u01b0\u1ee3ng: Sinh vi\u00ean c\u00f3 n\u1ec1n t\u1ea3ng ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c l\u0129nh v\u1ef1c Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, Khoa h\u1ecdc M\u00e1y t\u00ednh, Khoa h\u1ecdc D\u1eef li\u1ec7u, K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m v\u00e0 c\u00e1c ng\u00e0nh k\u1ef9 thu\u1eadt li\u00ean quan; \u01b0u ti\u00ean \u1ee9ng vi\u00ean c\u00f3 ki\u1ebfn th\u1ee9c Python c\u01a1 b\u1ea3n.<\/span><\/i><\/p>\n

S\u1ed1 l\u01b0\u1ee3ng tham d\u1ef1 c\u00f3 h\u1ea1n. \u1ee8ng vi\u00ean \u0111\u01b0\u1ee3c l\u1ef1a ch\u1ecdn d\u1ef1a tr\u00ean m\u1ee9c \u0111\u1ed9 ph\u00f9 h\u1ee3p v\u1ec1 h\u1ecdc thu\u1eadt, s\u1ef1 chu\u1ea9n b\u1ecb k\u1ef9 thu\u1eadt, m\u1ee9c \u0111\u1ed9 quan t\u00e2m \u0111\u1ebfn ch\u1ee7 \u0111\u1ec1 v\u00e0 kh\u1ea3 n\u0103ng tham gia \u0111\u1ea7y \u0111\u1ee7 ch\u01b0\u01a1ng tr\u00ecnh trong ng\u00e0y. M\u1ed7i sinh vi\u00ean \u0111\u0103ng k\u00fd tham gia m\u1ed9t \u0111\u1ee3t.<\/span><\/p>\n

Thi\u00ean H\u01b0\u01a1ng<\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Ng\u00e0y 30\/09\/2026, sinh vi\u00ean Asia University Program tham gia workshop \u201cApplications of AI for Predictive Maintenance\u201d c\u00f9ng NVIDIA Deep Learning Institute (NVIDIA DLI) \u0111\u1ee3t 1, tr\u1ef1c ti\u1ebfp l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn, m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y v\u00e0 m\u00f4i tr\u01b0\u1eddng GPU \u0111\u1ec3 t\u00ecm hi\u1ec3u c\u00e1ch AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong b\u00e0i to\u00e1n b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n.<\/span><\/p>\n","protected":false},"author":4,"featured_media":40111,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,32,17],"tags":[620,544,621],"class_list":["post-40110","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-cuoc-song-sinh-vien-o-viet-nam","category-tin-tuc-chung","tag-nvidia-dli","tag-sinh-vien-asia-university-program","tag-workshop","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/40110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=40110"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/40110\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/40111"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=40110"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=40110"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=40110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}