{"id":469,"date":"2025-09-13T01:51:23","date_gmt":"2025-09-13T01:51:23","guid":{"rendered":"https:\/\/xn--12cat7b6ah3cmc7g0bdgb.cc\/?p=469"},"modified":"2025-09-13T21:15:47","modified_gmt":"2025-09-13T21:15:47","slug":"lap-trinh-ai-hoc-tu-dau-can-nhung-gi","status":"publish","type":"post","link":"https:\/\/www.thegioimmovn.com\/?p=469","title":{"rendered":"L\u1eadp tr\u00ecnh AI: H\u1ecdc t\u1eeb \u0111\u00e2u, c\u1ea7n nh\u1eefng g\u00ec?"},"content":{"rendered":"

Trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 s\u1ed1 hi\u1ec7n nay,\u00a0tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u00a0(AI) \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong nhi\u1ec1u \u1ee9ng d\u1ee5ng t\u1eeb \u0111\u1eddi s\u1ed1ng h\u00e0ng ng\u00e0y \u0111\u1ebfn c\u00e1c l\u0129nh v\u1ef1c chuy\u00ean s\u00e2u nh\u01b0 y t\u1ebf, t\u00e0i ch\u00ednh, v\u00e0 gi\u00e1o d\u1ee5c. L\u1eadp tr\u00ecnh AI kh\u00f4ng ch\u1ec9 mang l\u1ea1i c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p h\u1ea5p d\u1eabn m\u00e0 c\u00f2n m\u1edf ra c\u00e1nh c\u1eeda cho nh\u1eefng ng\u01b0\u1eddi \u0111am m\u00ea c\u00f4ng ngh\u1ec7. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd cung c\u1ea5p m\u1ed9t c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 AI, c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn, t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp, v\u00e0 h\u01b0\u1edbng d\u1eabn x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u.
<\/span><\/p>\n

1. T\u1ed5ng quan v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng hi\u1ec7n nay<\/span><\/h2>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh, nghi\u00ean c\u1ee9u c\u00e1ch t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5 m\u00e0 th\u00f4ng th\u01b0\u1eddng c\u1ea7n \u0111\u1ebfn tr\u00ed th\u00f4ng minh con ng\u01b0\u1eddi. AI kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u m\u00e0 c\u00f2n bao g\u1ed3m nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 h\u1ecdc m\u00e1y (machine learning), x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (natural language processing), v\u00e0 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (computer vision). C\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a AI \u0111\u00e3 xu\u1ea5t hi\u1ec7n trong h\u1ea7u h\u1ebft c\u00e1c l\u0129nh v\u1ef1c, t\u1eeb tr\u1ee3 l\u00fd \u1ea3o nh\u01b0 Siri v\u00e0 Alexa \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng ch\u1ea9n \u0111o\u00e1n y t\u1ebf, t\u1ef1 \u0111\u1ed9ng h\u00f3a s\u1ea3n xu\u1ea5t, v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn.<\/span><\/p>\n

S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI \u0111\u00e3 mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch cho doanh nghi\u1ec7p v\u00e0 c\u00e1 nh\u00e2n, gi\u00fap t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, t\u0103ng c\u01b0\u1eddng tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n. Tuy nhi\u00ean, \u0111i\u1ec1u n\u00e0y c\u0169ng t\u1ea1o ra th\u00e1ch th\u1ee9c v\u1ec1 b\u1ea3o m\u1eadt, \u0111\u1ea1o \u0111\u1ee9c v\u00e0 vi\u1ec7c l\u00e0m. Nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y l\u00e0 c\u1ea7n thi\u1ebft khi ch\u00fang ta b\u01b0\u1edbc v\u00e0o h\u00e0nh tr\u00ecnh h\u1ecdc l\u1eadp tr\u00ecnh AI.<\/span><\/p>\n

Ngo\u00e0i ra, AI c\u0169ng \u0111ang thay \u0111\u1ed5i c\u00e1ch m\u00e0 con ng\u01b0\u1eddi t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00f4ng ngh\u1ec7. C\u00e1c chatbot th\u00f4ng minh \u0111ang h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng 24\/7, trong khi h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd s\u1ea3n ph\u1ea9m gi\u00fap ng\u01b0\u1eddi ti\u00eau d\u00f9ng t\u00ecm ki\u1ebfm d\u1ecbch v\u1ee5 hi\u1ec7u qu\u1ea3 h\u01a1n. Do \u0111\u00f3, vi\u1ec7c hi\u1ec3u r\u00f5 v\u1ec1 AI v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a n\u00f3 s\u1ebd cung c\u1ea5p cho ng\u01b0\u1eddi h\u1ecdc c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u00e0 khuy\u1ebfn kh\u00edch h\u1ecd tham gia v\u00e0o l\u0129nh v\u1ef1c n\u00e0y.<\/span><\/p>\n

2. C\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn trong AI v\u00e0 l\u1ef1a ch\u1ecdn<\/span><\/h2>\n

Trong l\u0129nh v\u1ef1c l\u1eadp tr\u00ecnh AI, c\u00f3 m\u1ed9t s\u1ed1 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn m\u00e0 ng\u01b0\u1eddi h\u1ecdc n\u00ean xem x\u00e9t. Python l\u00e0 ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng nh\u1ea5t trong c\u1ed9ng \u0111\u1ed3ng AI nh\u1edd v\u00e0o c\u00fa ph\u00e1p \u0111\u01a1n gi\u1ea3n, th\u01b0 vi\u1ec7n phong ph\u00fa nh\u01b0 TensorFlow, Keras, v\u00e0 PyTorch. Python cho ph\u00e9p l\u1eadp tr\u00ecnh vi\u00ean nhanh ch\u00f3ng tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, l\u00e0m cho n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u.<\/span><\/p>\n

Ngo\u00e0i Python, R c\u0169ng l\u00e0 m\u1ed9t ng\u00f4n ng\u1eef m\u1ea1nh m\u1ebd trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 th\u1ed1ng k\u00ea. N\u00f3 th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c nghi\u00ean c\u1ee9u h\u1ecdc thu\u1eadt v\u00e0 c\u00f3 nhi\u1ec1u g\u00f3i h\u1ed7 tr\u1ee3 cho h\u1ecdc m\u00e1y. Tuy nhi\u00ean, R th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi d\u00f9ng c\u00f3 ki\u1ebfn th\u1ee9c v\u1eefng v\u1ec1 th\u1ed1ng k\u00ea, v\u00ec v\u1eady c\u00f3 th\u1ec3 kh\u00f4ng ph\u1ea3i l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho nh\u1eefng ng\u01b0\u1eddi m\u1edbi ho\u00e0n to\u00e0n.<\/span><\/p>\n

Cu\u1ed1i c\u00f9ng, Java v\u00e0 C++ c\u0169ng l\u00e0 nh\u1eefng ng\u00f4n ng\u1eef c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n AI, nh\u01b0ng ch\u00fang th\u01b0\u1eddng ph\u1ee9c t\u1ea1p h\u01a1n v\u00e0 kh\u00f4ng ph\u1ed5 bi\u1ebfn b\u1eb1ng Python trong c\u1ed9ng \u0111\u1ed3ng h\u1ecdc m\u00e1y. Vi\u1ec7c l\u1ef1a ch\u1ecdn ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ee5c ti\u00eau c\u00e1 nh\u00e2n v\u00e0 l\u0129nh v\u1ef1c m\u00e0 b\u1ea1n mu\u1ed1n kh\u00e1m ph\u00e1, nh\u01b0ng b\u1eaft \u0111\u1ea7u v\u1edbi Python s\u1ebd gi\u00fap b\u1ea1n nhanh ch\u00f3ng n\u1eafm b\u1eaft c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u00e0 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf.<\/span>
\"L\u1ed9<\/span><\/p>\n

3. T\u00e0i nguy\u00ean h\u1ecdc t\u1eadp: S\u00e1ch, kh\u00f3a h\u1ecdc v\u00e0 c\u1ed9ng \u0111\u1ed3ng online<\/span><\/h2>\n

C\u00f3 r\u1ea5t nhi\u1ec1u t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp h\u1eefu \u00edch cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u v\u1ec1 l\u1eadp tr\u00ecnh AI. C\u00e1c cu\u1ed1n s\u00e1ch nh\u01b0 \u201cHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow\u201d v\u00e0 \u201cDeep Learning\u201d c\u1ee7a Ian Goodfellow l\u00e0 nh\u1eefng t\u00e0i li\u1ec7u r\u1ea5t \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng, cung c\u1ea5p c\u00e1i nh\u00ecn s\u00e2u s\u1eafc v\u1ec1 l\u00fd thuy\u1ebft c\u0169ng nh\u01b0 th\u1ef1c h\u00e0nh trong l\u0129nh v\u1ef1c h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u.<\/span><\/p>\n

Ngo\u00e0i s\u00e1ch, c\u00e1c kh\u00f3a h\u1ecdc tr\u1ef1c tuy\u1ebfn nh\u01b0 Coursera, edX, v\u00e0 Udacity c\u0169ng cung c\u1ea5p nhi\u1ec1u kh\u00f3a h\u1ecdc t\u1eeb c\u01a1 b\u1ea3n \u0111\u1ebfn n\u00e2ng cao v\u1ec1 AI. C\u00e1c kh\u00f3a h\u1ecdc n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap b\u1ea1n n\u1eafm v\u1eefng l\u00fd thuy\u1ebft m\u00e0 c\u00f2n c\u00f3 nh\u1eefng b\u00e0i t\u1eadp th\u1ef1c h\u00e0nh gi\u00fap c\u1ee7ng c\u1ed1 ki\u1ebfn th\u1ee9c. \u0110\u1eb7c bi\u1ec7t, m\u1ed9t s\u1ed1 ch\u01b0\u01a1ng tr\u00ecnh c\u00f2n cung c\u1ea5p ch\u1ee9ng ch\u1ec9, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 h\u1eefu \u00edch cho vi\u1ec7c n\u00e2ng cao h\u1ed3 s\u01a1 c\u00e1 nh\u00e2n.<\/span><\/p>\n

C\u1ed9ng \u0111\u1ed3ng online c\u0169ng l\u00e0 m\u1ed9t ngu\u1ed3n t\u00e0i nguy\u00ean qu\u00fd gi\u00e1. C\u00e1c di\u1ec5n \u0111\u00e0n nh\u01b0 Stack Overflow, Reddit v\u00e0 c\u00e1c nh\u00f3m Facebook v\u1ec1 l\u1eadp tr\u00ecnh AI cho ph\u00e9p b\u1ea1n k\u1ebft n\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u00f3 c\u00f9ng s\u1edf th\u00edch, gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc v\u00e0 chia s\u1ebb kinh nghi\u1ec7m. Tham gia v\u00e0o c\u00e1c cu\u1ed9c thi nh\u01b0 Kaggle c\u0169ng l\u00e0 m\u1ed9t c\u00e1ch tuy\u1ec7t v\u1eddi \u0111\u1ec3 th\u1ef1c h\u00e0nh v\u00e0 \u00e1p d\u1ee5ng ki\u1ebfn th\u1ee9c c\u1ee7a b\u1ea1n v\u00e0o c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/span><\/p>\n

4. X\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc l\u1eadp tr\u00ecnh AI cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u<\/span><\/h2>\n

\u0110\u1ec3 x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc l\u1eadp tr\u00ecnh AI cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u, b\u1ea1n n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 l\u1eadp tr\u00ecnh v\u00e0 to\u00e1n h\u1ecdc. N\u1eafm v\u1eefng c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n nh\u01b0 bi\u1ebfn, h\u00e0m, v\u00f2ng l\u1eb7p v\u00e0 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u l\u00e0 r\u1ea5t quan tr\u1ecdng. Song song v\u1edbi \u0111\u00f3, b\u1ea1n c\u0169ng c\u1ea7n c\u1ee7ng c\u1ed1 ki\u1ebfn th\u1ee9c v\u1ec1 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, x\u00e1c su\u1ea5t v\u00e0 th\u1ed1ng k\u00ea, v\u00ec \u0111\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng cho nhi\u1ec1u thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y.<\/span><\/p>\n

Sau khi \u0111\u00e3 n\u1eafm v\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n, b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u v\u1ec1 c\u00e1c th\u01b0 vi\u1ec7n l\u1eadp tr\u00ecnh AI nh\u01b0 NumPy, Pandas, v\u00e0 Scikit-Learn. H\u00e3y th\u1ef1c h\u00e0nh b\u1eb1ng c\u00e1ch l\u00e0m c\u00e1c b\u00e0i t\u1eadp nh\u1ecf v\u00e0 tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n m\u00e3 ngu\u1ed3n m\u1edf. Vi\u1ec7c th\u1ef1c h\u00e0nh s\u1ebd gi\u00fap b\u1ea1n \u00e1p d\u1ee5ng l\u00fd thuy\u1ebft v\u00e0o th\u1ef1c t\u1ebf v\u00e0 c\u00f3 c\u00e1i nh\u00ecn r\u00f5 h\u01a1n v\u1ec1 quy tr\u00ecnh ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI.<\/span><\/p>\n

Cu\u1ed1i c\u00f9ng, h\u00e3y kh\u00f4ng ng\u1eebng m\u1edf r\u1ed9ng ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n. Theo d\u00f5i c\u00e1c xu h\u01b0\u1edbng m\u1edbi trong l\u0129nh v\u1ef1c AI qua c\u00e1c di\u1ec5n \u0111\u00e0n, b\u00e0i b\u00e1o ho\u1eb7c h\u1ed9i th\u1ea3o tr\u1ef1c tuy\u1ebfn. Tham gia v\u00e0o c\u00e1c kh\u00f3a h\u1ecdc n\u00e2ng cao v\u00e0 th\u1eed th\u00e1ch b\u1ea3n th\u00e2n v\u1edbi c\u00e1c d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p h\u01a1n. S\u1ef1 ki\u00ean tr\u00ec v\u00e0 li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a cho s\u1ef1 th\u00e0nh c\u00f4ng trong l\u0129nh v\u1ef1c n\u00e0y.<\/span><\/p>\n

L\u1eadp tr\u00ecnh\u00a0AI l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u00e0 c\u01a1 h\u1ed9i. B\u1eb1ng c\u00e1ch n\u1eafm v\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n, l\u1ef1a ch\u1ecdn ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u00f9 h\u1ee3p, v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp s\u1eb5n c\u00f3, b\u1ea1n c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng cho m\u00ecnh m\u1ed9t l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp hi\u1ec7u qu\u1ea3. H\u00e3y b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh c\u1ee7a b\u1ea1n ngay h\u00f4m nay v\u00e0 tham gia v\u00e0o cu\u1ed9c c\u00e1ch m\u1ea1ng\u00a0c\u00f4ng ngh\u1ec7 c\u1ee7a t\u01b0\u01a1ng lai!<\/span><\/p>\n

\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"

Trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 s\u1ed1 hi\u1ec7n nay,\u00a0tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u00a0(AI) \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong nhi\u1ec1u \u1ee9ng d\u1ee5ng t\u1eeb \u0111\u1eddi s\u1ed1ng h\u00e0ng ng\u00e0y \u0111\u1ebfn c\u00e1c l\u0129nh v\u1ef1c chuy\u00ean s\u00e2u nh\u01b0 y t\u1ebf, t\u00e0i ch\u00ednh, v\u00e0 gi\u00e1o d\u1ee5c. L\u1eadp tr\u00ecnh AI kh\u00f4ng ch\u1ec9 mang l\u1ea1i c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p h\u1ea5p d\u1eabn m\u00e0…<\/p>\n","protected":false},"author":1,"featured_media":470,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1,21],"tags":[],"class_list":["post-469","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-khong-phan-loai","category-tin-tuc"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/posts\/469","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=469"}],"version-history":[{"count":2,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/posts\/469\/revisions"}],"predecessor-version":[{"id":509,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/posts\/469\/revisions\/509"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=\/wp\/v2\/media\/470"}],"wp:attachment":[{"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=469"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=469"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.thegioimmovn.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}