{"id":9373,"date":"2026-02-26T09:43:50","date_gmt":"2026-02-26T02:43:50","guid":{"rendered":"https:\/\/vtiedu.click\/?p=9373"},"modified":"2026-02-26T09:43:50","modified_gmt":"2026-02-26T02:43:50","slug":"lo-trinh-hoc-ai","status":"publish","type":"post","link":"https:\/\/vtiedu.click\/index.php\/lo-trinh-hoc-ai\/","title":{"rendered":"L\u1ed9 tr\u00ecnh h\u1ecdc AI c\u01a1 b\u1ea3n \u0111\u1ebfn n\u00e2ng cao hi\u1ec7u qu\u1ea3 trong 6 th\u00e1ng"},"content":{"rendered":"<p data-start=\"80\" data-end=\"391\">Trong b\u1ed1i c\u1ea3nh AI \u0111ang thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, vi\u1ec7c trang b\u1ecb ki\u1ebfn th\u1ee9c v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng c\u00f2n l\u00e0 l\u1ee3i th\u1ebf m\u00e0 d\u1ea7n tr\u1edf th\u00e0nh k\u1ef9 n\u0103ng thi\u1ebft y\u1ebfu. Tuy nhi\u00ean, nhi\u1ec1u ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u th\u01b0\u1eddng b\u0103n kho\u0103n h\u1ecdc AI l\u00e0 g\u00ec, n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc hi\u1ec7u qu\u1ea3.<\/p>\n<p data-start=\"393\" data-end=\"602\">B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t AI, l\u00fd do n\u00ean h\u1ecdc t\u1eeb s\u1edbm v\u00e0 cung c\u1ea5p l\u1ed9 tr\u00ecnh h\u1ecdc AI t\u1eeb c\u01a1 b\u1ea3n \u0111\u1ebfn n\u00e2ng cao trong 6 th\u00e1ng, gi\u00fap b\u1ea1n ti\u1ebfp c\u1eadn ki\u1ebfn th\u1ee9c c\u00f3 h\u1ec7 th\u1ed1ng v\u00e0 \u1ee9ng d\u1ee5ng v\u00e0o th\u1ef1c t\u1ebf nhanh ch\u00f3ng.<\/p>\n<h2>H\u1ecdc AI l\u00e0 g\u00ec? T\u1ea1i sao n\u00ean h\u1ecdc AI t\u1eeb s\u1edbm?<\/h2>\n<p dir=\"auto\">H\u1ecdc AI (Artificial Intelligence &#8211; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) l\u00e0 qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng ch\u01b0\u01a1ng tr\u00ecnh, ph\u1ea7n m\u1ec1m, m\u00e1y t\u00ednh m\u00f4 ph\u1ecfng \u0111\u01b0\u1ee3c tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi nh\u01b0 h\u1ecdc, suy lu\u1eadn, nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, x\u1eed l\u00fd ng\u00f4n ng\u1eef v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. T\u1eeb \u0111\u00f3 \u00e1p d\u1ee5ng hi\u1ec7u qu\u1ea3 v\u00e0o c\u00f4ng vi\u1ec7c \u0111\u1ec3 t\u0103ng n\u00e2ng su\u1ea5t lao \u0111\u1ed9ng.<\/p>\n<p data-start=\"729\" data-end=\"910\">Th\u1ef1c t\u1ebf, AI kh\u00f4ng ph\u1ea3i m\u1ed9t m\u00f4n h\u1ecdc ri\u00eang l\u1ebb m\u00e0 l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa l\u1eadp tr\u00ecnh, to\u00e1n h\u1ecdc v\u00e0 t\u01b0 duy logic. Trong l\u1ed9 tr\u00ecnh h\u1ecdc AI, ng\u01b0\u1eddi h\u1ecdc th\u01b0\u1eddng ti\u1ebfp c\u1eadn c\u00e1c nh\u00e1nh quan tr\u1ecdng nh\u01b0:<\/p>\n<ul>\n<li data-start=\"914\" data-end=\"942\">Machine Learning (h\u1ecdc m\u00e1y)<\/li>\n<li data-start=\"945\" data-end=\"970\">Deep Learning (h\u1ecdc s\u00e2u)<\/li>\n<li data-start=\"973\" data-end=\"1028\">Natural Language Processing (x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/li>\n<li data-start=\"1031\" data-end=\"1068\">Computer Vision (th\u1ecb gi\u00e1c m\u00e1y t\u00ednh)<\/li>\n<li data-start=\"1071\" data-end=\"1130\">Generative AI (AI t\u1ea1o sinh) &#8211; l\u0129nh v\u1ef1c \u0111ang b\u00f9ng n\u1ed5 m\u1ea1nh m\u1ebd<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9393 size-full\" src=\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Hoc-AI-Artificial-Intelligence-Tri-tue-nhan-tao-la-qua-trinh-xay-dung-chuong-trinh-phan-mem-may-tinh-mo-phong-duoc-tri-tue-con-nguoi.jpg\" alt=\"\" width=\"1200\" height=\"800\" srcset=\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Hoc-AI-Artificial-Intelligence-Tri-tue-nhan-tao-la-qua-trinh-xay-dung-chuong-trinh-phan-mem-may-tinh-mo-phong-duoc-tri-tue-con-nguoi.jpg 1200w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Hoc-AI-Artificial-Intelligence-Tri-tue-nhan-tao-la-qua-trinh-xay-dung-chuong-trinh-phan-mem-may-tinh-mo-phong-duoc-tri-tue-con-nguoi-300x200.jpg 300w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Hoc-AI-Artificial-Intelligence-Tri-tue-nhan-tao-la-qua-trinh-xay-dung-chuong-trinh-phan-mem-may-tinh-mo-phong-duoc-tri-tue-con-nguoi-1024x683.jpg 1024w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Hoc-AI-Artificial-Intelligence-Tri-tue-nhan-tao-la-qua-trinh-xay-dung-chuong-trinh-phan-mem-may-tinh-mo-phong-duoc-tri-tue-con-nguoi-768x512.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p data-start=\"1132\" data-end=\"1169\"><strong>Xu h\u01b0\u1edbng v\u00e0 c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p AI<\/strong><\/p>\n<p data-start=\"1171\" data-end=\"1448\">S\u1ef1 ph\u00e1t tri\u1ec3n nhanh c\u1ee7a AI khi\u1ebfn nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng t\u0103ng m\u1ea1nh tr\u00ean th\u1ecb tr\u01b0\u1eddng. Theo b\u00e1o c\u00e1o t\u1eeb <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">ITviec<\/span><\/span> v\u00e0 th\u00f4ng tin \u0111\u0103ng t\u1ea3i tr\u00ean <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">VNExpress<\/span><\/span>, c\u00e1c v\u1ecb tr\u00ed li\u00ean quan AI \u0111ang c\u00f3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng cao c\u00f9ng m\u1ee9c l\u01b0\u01a1ng h\u1ea5p d\u1eabn.<\/p>\n<p data-start=\"1450\" data-end=\"1745\">B\u00ean c\u1ea1nh \u0111\u00f3, th\u1ed1ng k\u00ea c\u1ee7a <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">TopCV<\/span><\/span> cho th\u1ea5y m\u1ee9c l\u01b0\u01a1ng trung v\u1ecb nh\u00f3m qu\u1ea3n l\u00fd ng\u00e0nh IT, vi\u1ec5n th\u00f4ng v\u00e0 Internet \u0111\u1ea1t kho\u1ea3ng 53,6 tri\u1ec7u \u0111\u1ed3ng tr\u01b0\u1edbc thu\u1ebf, trong khi c\u00e1c ng\u00e0nh kinh doanh, marketing, s\u1ea3n xu\u1ea5t v\u00e0 thi\u1ebft k\u1ebf ch\u1ec9 \u0111\u1ea1t kho\u1ea3ng 39 &#8211; 40 tri\u1ec7u \u0111\u1ed3ng cho v\u1ecb tr\u00ed t\u01b0\u01a1ng t\u1ef1. \u0110i\u1ec1u n\u00e0y ph\u1ea3n \u00e1nh ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n ngh\u1ec1 nghi\u1ec7p r\u00f5 r\u1ec7t khi theo \u0111u\u1ed5i AI.<\/p>\n<p data-start=\"1747\" data-end=\"1776\"><strong>L\u00fd do n\u00ean h\u1ecdc AI t\u1eeb s\u1edbm<\/strong><\/p>\n<p data-start=\"1778\" data-end=\"2082\">M\u1ed9t trong nh\u1eefng l\u00fd do khi\u1ebfn h\u1ecdc AI ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn l\u00e0 r\u00e0o c\u1ea3n gia nh\u1eadp \u0111\u00e3 gi\u1ea3m m\u1ea1nh. N\u1ebfu tr\u01b0\u1edbc \u0111\u00e2y AI ch\u1ee7 y\u1ebfu d\u00e0nh cho ng\u01b0\u1eddi c\u00f3 n\u1ec1n t\u1ea3ng khoa h\u1ecdc m\u00e1y t\u00ednh chuy\u00ean s\u00e2u, th\u00ec hi\u1ec7n nay s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a t\u00e0i nguy\u00ean m\u1edf, kh\u00f3a h\u1ecdc online v\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 gi\u00fap b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn theo t\u1eebng b\u01b0\u1edbc.<\/p>\n<p data-start=\"2084\" data-end=\"2332\">Ngo\u00e0i c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p, gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t c\u1ee7a vi\u1ec7c h\u1ecdc AI l\u00e0 kh\u1ea3 n\u0103ng t\u0103ng n\u0103ng su\u1ea5t c\u00e1 nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c. AI h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n, t\u1eeb \u0111\u00f3 gi\u00fap t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c trong nhi\u1ec1u ng\u00e0nh.<\/p>\n<p data-start=\"2334\" data-end=\"2626\">\u0110\u1eb7c bi\u1ec7t, s\u1ef1 ph\u1ed5 bi\u1ebfn c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng AI t\u1eeb <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">OpenAI<\/span><\/span> hay <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Google<\/span><\/span> \u0111\u00e3 \u0111\u01b0a AI t\u1eeb m\u00f4i tr\u01b0\u1eddng nghi\u00ean c\u1ee9u ra \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf h\u00e0ng ng\u00e0y. Nh\u1edd \u0111\u00f3, vi\u1ec7c h\u1ecdc AI kh\u00f4ng ch\u1ec9 d\u00e0nh cho k\u1ef9 s\u01b0 m\u00e0 c\u00f2n tr\u1edf th\u00e0nh k\u1ef9 n\u0103ng quan tr\u1ecdng v\u1edbi nhi\u1ec1u nh\u00f3m ngh\u1ec1.<\/p>\n<h2 dir=\"auto\">H\u01b0\u1edbng d\u1eabn h\u1ecdc AI c\u01a1 b\u1ea3n \u0111\u1ebfn n\u00e2ng cao trong 6 th\u00e1ng<\/h2>\n<p dir=\"auto\">L\u1ed9 tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh ri\u00eang cho ng\u01b0\u1eddi m\u1edbi, b\u1ea1n n\u00ean h\u1ecdc \u0111\u1ec1u \u0111\u1eb7n 10 &#8211; 15 gi\u1edd\/tu\u1ea7n. M\u1ed7i th\u00e1ng t\u1eadp trung m\u1ed9t giai \u0111o\u1ea1n, h\u1ecdc xen k\u1ebd l\u00fd thuy\u1ebft v\u00e0 th\u1ef1c h\u00e0nh ngay gi\u00fap b\u1ea1n ti\u1ebfp thu ki\u1ebfn th\u1ee9c t\u1ed5ng qu\u00e1t. C\u00e1ch h\u1ecdc AI nh\u01b0 v\u1eady s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u s\u00e2u b\u1ea3n ch\u1ea5t v\u1ea5n \u0111\u1ec1 t\u1eeb \u0111\u1ea7u, \u00edt ph\u1ea3i h\u1ecdc l\u1ea1i nhi\u1ec1u l\u1ea7n.<\/p>\n<h3 data-start=\"1774\" data-end=\"1817\">Th\u00e1ng 1 &#8211; 2: X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng AI &amp; t\u01b0 duy d\u1eef li\u1ec7u<\/h3>\n<p data-start=\"1819\" data-end=\"1828\">M\u1ee5c ti\u00eau:<\/p>\n<ul>\n<li data-start=\"1832\" data-end=\"1872\">Hi\u1ec3u AI, Machine Learning, Deep Learning<\/li>\n<li data-start=\"1875\" data-end=\"1906\">N\u1eafm x\u00e1c su\u1ea5t c\u01a1 b\u1ea3n v\u00e0 th\u1ed1ng k\u00ea<\/li>\n<li data-start=\"1909\" data-end=\"1924\">L\u00e0m quen Python<\/li>\n<\/ul>\n<p data-start=\"1926\" data-end=\"1943\">N\u1ed9i dung n\u00ean h\u1ecdc:<\/p>\n<ul>\n<li data-start=\"1947\" data-end=\"1967\">Kh\u00e1i ni\u1ec7m AI, ML, DL<\/li>\n<li data-start=\"1970\" data-end=\"1999\">Python c\u01a1 b\u1ea3n (numpy, pandas)<\/li>\n<li data-start=\"2002\" data-end=\"2031\">\u0110\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh v\u00e0 x\u00e1c su\u1ea5t<\/li>\n<\/ul>\n<h3 data-start=\"2131\" data-end=\"2174\">Th\u00e1ng 3 &#8211; 4: Machine Learning &amp; th\u1ef1c h\u00e0nh<\/h3>\n<p data-start=\"2176\" data-end=\"2185\">M\u1ee5c ti\u00eau:<\/p>\n<ul>\n<li data-start=\"2189\" data-end=\"2207\">Hi\u1ec3u thu\u1eadt to\u00e1n ML<\/li>\n<li data-start=\"2210\" data-end=\"2235\">X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh \u0111\u01a1n gi\u1ea3n<\/li>\n<li data-start=\"2238\" data-end=\"2266\">L\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u th\u1ef1c t\u1ebf<\/li>\n<\/ul>\n<p data-start=\"2268\" data-end=\"2277\">N\u1ed9i dung:<\/p>\n<ul>\n<li data-start=\"2281\" data-end=\"2319\">Regression, classification, clustering<\/li>\n<li data-start=\"2322\" data-end=\"2341\">Feature engineering<\/li>\n<li data-start=\"2344\" data-end=\"2360\">Model evaluation<\/li>\n<\/ul>\n<p data-start=\"2362\" data-end=\"2378\">C\u00f4ng c\u1ee5 n\u00ean tham kh\u1ea3o:<\/p>\n<ul data-start=\"2380\" data-end=\"2459\">\n<li data-start=\"2380\" data-end=\"2419\">\n<p data-start=\"2382\" data-end=\"2419\"><a href=\"https:\/\/scikit-learn.org\/stable\/\" target=\"_blank\" rel=\"noopener\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">scikit-learn<\/span><\/span><\/a>: Th\u01b0 vi\u1ec7n Machine Learning d\u00e0nh cho Python, n\u1ed5i ti\u1ebfng v\u00ec d\u1ec5 h\u1ecdc, d\u1ec5 d\u00f9ng v\u00e0 ph\u00f9 h\u1ee3p ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u.<\/p>\n<\/li>\n<li data-start=\"2420\" data-end=\"2459\">\n<p data-start=\"2422\" data-end=\"2459\"><a href=\"https:\/\/www.tensorflow.org\" target=\"_blank\" rel=\"noopener\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">TensorFlow<\/span><\/span><\/a>: Framework Deep Learning m\u1ea1nh m\u1ebd, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng AI ph\u1ee9c t\u1ea1p v\u00e0 quy m\u00f4 l\u1edbn.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2461\" data-end=\"2535\">M\u1ed9t m\u1eb9o nh\u1ecf b\u1ea1n n\u00ean \u00e1p d\u1ee5ng \u0111\u00f3 l\u00e0 th\u1eed l\u00e0m d\u1ef1 \u00e1n nh\u1ecf. B\u1ea1n c\u00f3 th\u1ec3 tri\u1ec3n khai d\u1ef1a tr\u00ean xu h\u01b0\u1edbng hi\u1ec7n nay nh\u01b0 b\u1ea5t \u0111\u1ed9ng s\u1ea3n (d\u1ef1 \u00e1n d\u1ef1 \u0111o\u00e1n gi\u00e1 nh\u00e0, c\u00e1 nh\u00e2n ho\u00e1 (d\u1ef1 \u00e1n ph\u00e2n lo\u1ea1i kh\u00e1ch h\u00e0ng) hay s\u1edf th\u00edch c\u1ee7a b\u1ea3n th\u00e2n.<\/p>\n<p data-start=\"2461\" data-end=\"2535\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9394 size-full\" src=\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Huong-dan-hoc-AI-co-ban-den-nang-cao-trong-6-thang.jpg\" alt=\"\" width=\"1200\" height=\"800\" srcset=\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Huong-dan-hoc-AI-co-ban-den-nang-cao-trong-6-thang.jpg 1200w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Huong-dan-hoc-AI-co-ban-den-nang-cao-trong-6-thang-300x200.jpg 300w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Huong-dan-hoc-AI-co-ban-den-nang-cao-trong-6-thang-1024x683.jpg 1024w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Huong-dan-hoc-AI-co-ban-den-nang-cao-trong-6-thang-768x512.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<h3 data-start=\"2542\" data-end=\"2582\">Th\u00e1ng 5: Deep Learning &amp; AI hi\u1ec7n \u0111\u1ea1i<\/h3>\n<p data-start=\"2584\" data-end=\"2593\">M\u1ee5c ti\u00eau:<\/p>\n<ul>\n<li data-start=\"2597\" data-end=\"2616\">Hi\u1ec3u neural network<\/li>\n<li data-start=\"2619\" data-end=\"2650\">L\u00e0m quen NLP v\u00e0 computer vision<\/li>\n<\/ul>\n<p data-start=\"2652\" data-end=\"2661\">N\u1ed9i dung:<\/p>\n<ul>\n<li data-start=\"2665\" data-end=\"2686\">Neural network c\u01a1 b\u1ea3n<\/li>\n<li data-start=\"2689\" data-end=\"2697\">CNN, RNN<\/li>\n<li data-start=\"2700\" data-end=\"2725\">Chatbot v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef<\/li>\n<\/ul>\n<h3 data-start=\"2797\" data-end=\"2830\">Th\u00e1ng 6: \u1ee8ng d\u1ee5ng &amp; portfolio<\/h3>\n<p data-start=\"2832\" data-end=\"2841\">M\u1ee5c ti\u00eau:<\/p>\n<ul>\n<li data-start=\"2845\" data-end=\"2875\">X\u00e2y d\u1ef1ng project AI ho\u00e0n ch\u1ec9nh<\/li>\n<li data-start=\"2878\" data-end=\"2891\">T\u1ea1o portfolio<\/li>\n<li data-start=\"2894\" data-end=\"2917\">Hi\u1ec3u c\u00e1ch tri\u1ec3n khai AI<\/li>\n<\/ul>\n<p data-start=\"2919\" data-end=\"2933\">D\u1ef1 \u00e1n g\u1ee3i \u00fd:<\/p>\n<ul>\n<li data-start=\"2937\" data-end=\"2962\">Chatbot h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng<\/li>\n<li data-start=\"2965\" data-end=\"2988\">H\u1ec7 th\u1ed1ng g\u1ee3i \u00fd s\u1ea3n ph\u1ea9m<\/li>\n<li data-start=\"2991\" data-end=\"3011\">AI ph\u00e2n t\u00edch c\u1ea3m x\u00fac<\/li>\n<\/ul>\n<h2>T\u00e0i nguy\u00ean v\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 h\u1ecdc AI hi\u1ec7u qu\u1ea3<\/h2>\n<p>Vi\u1ec7c ch\u1ecdn \u0111\u00fang t\u00e0i nguy\u00ean v\u00e0 c\u00f4ng c\u1ee5 c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n r\u00fat ng\u1eafn th\u1eddi gian h\u1ecdc AI \u0111\u00e1ng k\u1ec3. Th\u1ef1c t\u1ebf, nhi\u1ec1u ng\u01b0\u1eddi c\u1ea3m th\u1ea5y vi\u1ec7c h\u1ecdc AI kh\u00f4 khan kh\u00f4ng ph\u1ea3i v\u00ec ki\u1ebfn th\u1ee9c qu\u00e1 kh\u00f3 m\u00e0 do ch\u1ecdn sai ngu\u1ed3n h\u1ecdc ho\u1eb7c thi\u1ebfu m\u00f4i tr\u01b0\u1eddng th\u1ef1c h\u00e0nh.<\/p>\n<p>VTI Academy s\u1ebd chia s\u1ebb cho b\u1ea1n h\u1ec7 sinh th\u00e1i t\u00e0i nguy\u00ean h\u1ed7 tr\u1ee3 b\u1ea1n h\u1ecdc AI c\u01a1 b\u1ea3n \u0111\u1ebfn \u1ee9ng d\u1ee5ng n\u00e2ng cao d\u1ec5 d\u00e0ng.<\/p>\n<h3 dir=\"auto\">1. Kh\u00f3a h\u1ecdc mi\u1ec5n ph\u00ed ch\u1ea5t l\u01b0\u1ee3ng cao<\/h3>\n<p dir=\"auto\">N\u1ebfu b\u1ea1n \u0111ang t\u00ecm c\u00e1ch h\u1ecdc AI b\u00e0i b\u1ea3n t\u1eeb con s\u1ed1 0, nh\u1eefng kh\u00f3a n\u00e0y l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1i \u01b0u nh\u1ea5t:<\/p>\n<ul>\n<li><strong>Machine Learning Specialization \u2013 Andrew Ng<\/strong><\/li>\n<\/ul>\n<p>\u0110\u00e2y ch\u00ednh l\u00e0 \u201cb\u00ed k\u00edp\u201d m\u00e0 h\u1ea7u h\u1ebft ng\u01b0\u1eddi h\u1ecdc AI c\u01a1 b\u1ea3n \u0111\u1ec1u khuy\u00ean nhau b\u1eaft \u0111\u1ea7u. Andrew Ng gi\u1ea3ng r\u1ea5t d\u1ec5 hi\u1ec3u, t\u1eeb l\u00fd thuy\u1ebft \u0111\u1ebfn code th\u1ef1c t\u1ebf.<\/p>\n<blockquote><p>Xem kho\u00e1 h\u1ecdc tr\u00ean Youtube:\u00a0<a title=\"T\u1ea0I \u0110\u00c2Y\" href=\"https:\/\/www.youtube.com\/playlist?list=PLkDaE6sCZn6FNC6YRfRQc_FbeQrF8BwGI\" target=\"_blank\" rel=\"noopener\">T\u1ea0I \u0110\u00c2Y<\/a><\/p><\/blockquote>\n<ul dir=\"auto\">\n<li><strong>Practical Deep Learning for Coders \u2013 fast.ai<\/strong><\/li>\n<\/ul>\n<p>H\u1ecdc xong Python l\u00e0 t\u1eadp trung v\u00e0o Deep Learning, r\u1ea5t th\u1ef1c t\u1ebf v\u00ec b\u1ea1n c\u00f3 th\u1ec3 h\u1ecdc code ngay t\u1eeb bu\u1ed5i \u0111\u1ea7u. R\u1ea5t ph\u00f9 h\u1ee3p n\u1ebfu b\u1ea1n mu\u1ed1n h\u1ecdc AI theo ki\u1ec3u th\u1ef1c chi\u1ebfn.<\/p>\n<blockquote><p>Xem kho\u00e1 h\u1ecdc: <a href=\"https:\/\/course.fast.ai\/\" target=\"_blank\" rel=\"noopener\">T\u1ea0I \u0110\u00c2Y<\/a><\/p><\/blockquote>\n<ul>\n<li><strong>Kaggle Learn<\/strong><\/li>\n<\/ul>\n<p>C\u00e1c kh\u00f3a ng\u1eafn 4 &#8211; 6 gi\u1edd, h\u1ecdc Python, Pandas, Intro to Machine Learning,&#8230; v\u00e0 c\u00f3 b\u00e0i t\u1eadp th\u1ef1c h\u00e0nh ngay tr\u00ean n\u1ec1n t\u1ea3ng Kaggle.<\/p>\n<blockquote><p>Xem kho\u00e1 h\u1ecdc:\u00a0<a href=\"https:\/\/www.kaggle.com\/learn\" target=\"_blank\" rel=\"noopener\">T\u1ea0I \u0110\u00c2Y<\/a><\/p><\/blockquote>\n<p dir=\"auto\">Tuy nhi\u00ean, c\u00e1c kh\u00f3a h\u1ecdc tr\u00ean \u0111\u1ec1u \u0111\u01b0\u1ee3c gi\u1ea3ng d\u1ea1y b\u1eb1ng ti\u1ebfng Anh, n\u00ean n\u1ebfu b\u1ea1n mu\u1ed1n h\u1ecdc h\u1ecdc AI c\u01a1 b\u1ea3n ho\u1eb7c l\u1ed9 tr\u00ecnh h\u1ecdc AI m\u1ed9t c\u00e1ch b\u00e0i b\u1ea3n b\u1eb1ng ti\u1ebfng Vi\u1ec7t, d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n (\u0111\u1eb7c bi\u1ec7t v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u), th\u00ec c\u00e1c kh\u00f3a h\u1ecdc c\u1ee7a VTI Academy l\u00e0 l\u1ef1a ch\u1ecdn r\u1ea5t \u0111\u00e1ng c\u00e2n nh\u1eafc.<\/p>\n<p dir=\"auto\">C\u00e1c ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf to\u00e0n di\u1ec7n, ph\u00f9 h\u1ee3p cho m\u1ecdi \u0111\u1ed1i t\u01b0\u1ee3ng, t\u1eeb c\u00e1 nh\u00e2n m\u1edbi b\u1eaft \u0111\u1ea7u (non-IT), sinh vi\u00ean, ng\u01b0\u1eddi \u0111i l\u00e0m chuy\u1ec3n ng\u00e0nh, \u0111\u1ebfn doanh nghi\u1ec7p mu\u1ed1n \u0111\u00e0o t\u1ea1o \u0111\u1ed9i ng\u0169. \u0110i\u1ec3m m\u1ea1nh l\u00e0 n\u1ed9i dung b\u1eb1ng ti\u1ebfng Vi\u1ec7t, gi\u1ea3ng vi\u00ean Vi\u1ec7t Nam, b\u00e1m s\u00e1t th\u1ef1c ti\u1ec5n tuy\u1ec3n d\u1ee5ng doanh nghi\u1ec7p Vi\u1ec7t v\u00e0 qu\u1ed1c t\u1ebf, l\u1ed9 tr\u00ecnh c\u00e1 nh\u00e2n h\u00f3a theo m\u1ee5c ti\u00eau.<\/p>\n<h3 dir=\"auto\">2. <strong>Dataset th\u1ef1c h\u00e0nh<\/strong><\/h3>\n<p dir=\"auto\">L\u00fd thuy\u1ebft ch\u1ec9 chi\u1ebfm 20%, 80% l\u00e0 th\u1ef1c h\u00e0nh tr\u00ean d\u1eef li\u1ec7u th\u1eadt. \u0110\u00e2y l\u00e0 nh\u1eefng kho dataset mi\u1ec5n ph\u00ed t\u1ed1t nh\u1ea5t:<\/p>\n<ul dir=\"auto\">\n<li><a href=\"https:\/\/www.kaggle.com\/datasets\" target=\"_blank\" rel=\"noopener\">Kaggle Datasets<\/a>: H\u00e0ng tr\u0103m ngh\u00ecn b\u1ed9 d\u1eef li\u1ec7u s\u1ea1ch, c\u00f3 notebook m\u1eabu c\u1ee7a ng\u01b0\u1eddi kh\u00e1c \u0111\u1ec3 b\u1ea1n fork v\u00e0 h\u1ecdc h\u1ecfi.<\/li>\n<li><a href=\"https:\/\/archive.ics.uci.edu\/\" target=\"_blank\" rel=\"noopener\">UCI Machine Learning Repository<\/a>: Kho d\u1eef li\u1ec7u kinh \u0111i\u1ec3n, \u0111\u01b0\u1ee3c d\u00f9ng trong h\u1ea7u h\u1ebft c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 kh\u00f3a h\u1ecdc h\u1ecdc AI c\u01a1 b\u1ea3n.<\/li>\n<li><a href=\"https:\/\/datasetsearch.research.google.com\/\" target=\"_blank\" rel=\"noopener\">Google Dataset Search<\/a>: C\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm dataset nh\u01b0 Google Search, c\u1ef1c ti\u1ec7n khi b\u1ea1n c\u1ea7n d\u1eef li\u1ec7u theo ch\u1ee7 \u0111\u1ec1 c\u1ee5 th\u1ec3 (v\u00ed d\u1ee5: d\u1eef li\u1ec7u ti\u1ebfng Vi\u1ec7t, y t\u1ebf, t\u00e0i ch\u00ednh\u2026).<\/li>\n<\/ul>\n<p dir=\"auto\"><strong>M\u1eb9o nh\u1ecf<\/strong>: M\u1ed7i khi h\u1ecdc xong m\u1ed9t thu\u1eadt to\u00e1n, b\u1ea1n h\u00e3y t\u00ecm ngay 1 dataset tr\u00ean Kaggle v\u00e0 l\u00e0m d\u1ef1 \u00e1n mini. C\u00e1ch h\u1ecdc AI n\u00e0y gi\u00fap b\u1ea1n hi\u1ec3u b\u1ea3n ch\u1ea5t nhanh g\u1ea5p nhi\u1ec1u l\u1ea7n ch\u1ec9 \u0111\u1ecdc l\u00fd thuy\u1ebft.<\/p>\n<p dir=\"auto\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9395 size-full\" src=\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Tai-nguyen-va-cong-cu-ho-tro-hoc-AI-hieu-qua.jpg\" alt=\"\" width=\"1200\" height=\"800\" srcset=\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Tai-nguyen-va-cong-cu-ho-tro-hoc-AI-hieu-qua.jpg 1200w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Tai-nguyen-va-cong-cu-ho-tro-hoc-AI-hieu-qua-300x200.jpg 300w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Tai-nguyen-va-cong-cu-ho-tro-hoc-AI-hieu-qua-1024x683.jpg 1024w, https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/02\/Tai-nguyen-va-cong-cu-ho-tro-hoc-AI-hieu-qua-768x512.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<h3 dir=\"auto\">3. C\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 h\u1ecdc AI<\/h3>\n<ul dir=\"auto\">\n<li>Nh\u00f3m coding: <a href=\"https:\/\/colab.research.google.com\/\" target=\"_blank\" rel=\"noopener\">Google Colab<\/a> (mi\u1ec5n ph\u00ed GPU, kh\u00f4ng c\u1ea7n c\u00e0i \u0111\u1eb7t), <a href=\"https:\/\/jupyter.org\/\" target=\"_blank\" rel=\"noopener\">Jupyter Notebook<\/a> (ch\u1ea1y local), <a href=\"https:\/\/code.visualstudio.com\/\" target=\"_blank\" rel=\"noopener\">Visual Studio Code<\/a> (code editor m\u1ea1nh nh\u1ea5t).<\/li>\n<li>Nh\u00f3m AI h\u1ed7 tr\u1ee3 h\u1ecdc (tr\u1ee3 l\u00fd 24\/7): <a href=\"https:\/\/chatgpt.com\/\" target=\"_blank\" rel=\"noopener\">ChatGPT,<\/a> <a href=\"https:\/\/claude.ai\/\" target=\"_blank\" rel=\"noopener\">Claude<\/a>, <a href=\"https:\/\/notebooklm.google.com\/\" target=\"_blank\" rel=\"noopener\">NotebookLM<\/a> (t\u00f3m t\u1eaft video, PDF, t\u1ea1o podcast t\u1eeb ghi ch\u00e9p).<\/li>\n<\/ul>\n<h3 dir=\"auto\">4. C\u1ed9ng \u0111\u1ed3ng c\u00f9ng nhau h\u1ecdc AI<\/h3>\n<p dir=\"auto\">Vi\u1ec7c k\u1ebft n\u1ed1i v\u1edbi c\u00e1c c\u00f4ng \u0111\u1ed3ng h\u1ecdc AI c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n h\u1ecfi \u0111\u00e1p l\u1ed7i code nhanh ch\u00f3ng, nh\u1eadn feedback d\u1ef1 \u00e1n, c\u1eadp nh\u1eadt xu h\u01b0\u1edbng m\u1edbi (nh\u01b0 GenAI, MLOps), v\u00e0 th\u1eadm ch\u00ed t\u00ecm mentor ho\u1eb7c c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u1ed9ng \u0111\u1ed3ng ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.reddit.com\/r\/MachineLearning\/\" target=\"_blank\" rel=\"noopener\">Reddit r\/MachineLearning<\/a>:<\/li>\n<\/ul>\n<p dir=\"auto\">\u0110\u00e2y l\u00e0 c\u1ed9ng \u0111\u1ed3ng l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi v\u1ec1 Machine Learning v\u00e0 AI, v\u1edbi h\u01a1n tri\u1ec7u th\u00e0nh vi\u00ean. N\u1ed9i dung c\u1ef1c ch\u1ea5t l\u01b0\u1ee3ng: th\u1ea3o lu\u1eadn paper nghi\u00ean c\u1ee9u m\u1edbi nh\u1ea5t, chia s\u1ebb code, h\u1ecfi \u0111\u00e1p k\u1ef9 thu\u1eadt s\u00e2u, v\u00e0 c\u00e1c thread h\u00e0ng th\u00e1ng nh\u01b0 &#8220;Who&#8217;s Hiring&#8221; (ai tuy\u1ec3n d\u1ee5ng) hay &#8220;Self-Promotion&#8221; (chia s\u1ebb d\u1ef1 \u00e1n c\u00e1 nh\u00e2n). Ph\u00f9 h\u1ee3p n\u1ebfu b\u1ea1n mu\u1ed1n ti\u1ebfp c\u1eadn g\u00f3c nh\u00ecn qu\u1ed1c t\u1ebf chuy\u00ean s\u00e2u, c\u1eadp nh\u1eadt xu h\u01b0\u1edbng to\u00e0n c\u1ea7u. Tuy nhi\u00ean, h\u1ea7u h\u1ebft b\u1eb1ng ti\u1ebfng Anh, n\u00ean d\u00e0nh cho giai \u0111o\u1ea1n sau khi \u0111\u00e3 v\u1eefng h\u1ecdc AI c\u01a1 b\u1ea3n.<\/p>\n<ul dir=\"auto\">\n<li><a href=\"https:\/\/www.facebook.com\/groups\/binhdanhocai\/?locale=vi_VN\" target=\"_blank\" rel=\"noopener\">B\u00ecnh d\u00e2n h\u1ecdc AI<\/a>:<\/li>\n<\/ul>\n<p dir=\"auto\">Group &#8220;B\u00ecnh d\u00e2n h\u1ecdc AI&#8221; ph\u1ed5 c\u1eadp ki\u1ebfn th\u1ee9c AI, k\u1ef9 n\u0103ng s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 AI (nh\u01b0 prompt engineering, GenAI \u1ee9ng d\u1ee5ng), v\u00e0 chia s\u1ebb t\u00e0i li\u1ec7u th\u1ef1c t\u1ebf b\u1eb1ng ti\u1ebfng Vi\u1ec7t. Group r\u1ea5t s\u00f4i \u0111\u1ed9ng v\u1edbi nhi\u1ec1u \u00a0b\u00e0i vi\u1ebft hay h\u00e0ng ng\u00e0y, t\u00e0i li\u1ec7u t\u1ed5ng h\u1ee3p (prompt pro, l\u00e0m phim AI, ki\u1ebfm ti\u1ec1n v\u1edbi AI), h\u1ecfi \u0111\u00e1p nhanh, v\u00e0 tinh th\u1ea7n h\u1ed7 tr\u1ee3 l\u1eabn nhau cao. L\u00fd t\u01b0\u1edfng n\u1ebfu b\u1ea1n mu\u1ed1n c\u00e1ch h\u1ecdc AI d\u1ec5 ti\u1ebfp c\u1eadn, g\u1ea7n g\u0169i, kh\u00f4ng qu\u00e1 h\u1ecdc thu\u1eadt, v\u00e0 \u00e1p d\u1ee5ng ngay v\u00e0o c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y.<\/p>\n<ul dir=\"auto\">\n<li>Group C\u00f4ng Ngh\u1ec7 Th\u00f4ng Tin c\u1ee7a VTI Academy:<\/li>\n<\/ul>\n<p dir=\"auto\">\u0110\u00e2y l\u00e0 group ch\u00ednh th\u1ee9c c\u1ee7a VTI Academy (h\u1ecdc vi\u1ec7n \u0111\u00e0o t\u1ea1o CNTT uy t\u00edn), t\u1eadp trung v\u00e0o c\u1ed9ng \u0111\u1ed3ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin n\u00f3i chung, bao g\u1ed3m AI, l\u1eadp tr\u00ecnh, data science. Group th\u01b0\u1eddng chia s\u1ebb kinh nghi\u1ec7m h\u1ecdc t\u1eadp, c\u1eadp nh\u1eadt kh\u00f3a h\u1ecdc AI (nh\u01b0 GenAI, AI to\u00e0n di\u1ec7n), th\u00f4ng b\u00e1o s\u1ef1 ki\u1ec7n, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m t\u1eeb VTI Group, v\u00e0 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi gi\u1ea3ng vi\u00ean\/mentor.<\/p>\n<p data-start=\"13\" data-end=\"316\">AI kh\u00f4ng c\u00f2n l\u00e0 l\u0129nh v\u1ef1c xa v\u1eddi m\u00e0 \u0111ang d\u1ea7n tr\u1edf th\u00e0nh k\u1ef9 n\u0103ng c\u1ea7n c\u00f3 trong th\u1eddi \u0111\u1ea1i s\u1ed1. Vi\u1ec7c x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c m\u1ed9t l\u1ed9 tr\u00ecnh h\u1ecdc AI ph\u00f9 h\u1ee3p v\u00e0 ki\u00ean tr\u00ec th\u1ef1c h\u00e0nh v\u1edbi d\u1eef li\u1ec7u, c\u00f4ng c\u1ee5 th\u1ef1c t\u1ebf s\u1ebd gi\u00fap b\u1ea1n t\u1eebng b\u01b0\u1edbc chuy\u1ec3n t\u1eeb ng\u01b0\u1eddi m\u1edbi sang ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng AI trong c\u00f4ng vi\u1ec7c.<\/p>\n<p data-start=\"630\" data-end=\"912\" data-is-last-node=\"\" data-is-only-node=\"\">N\u1ebfu b\u1ea1n mong mu\u1ed1n h\u1ecdc AI b\u00e0i b\u1ea3n, c\u00f3 ng\u01b0\u1eddi h\u01b0\u1edbng d\u1ea7n, \u0111\u1ed3ng h\u00e0nh c\u00f9ng l\u1ed9 tr\u00ecnh r\u00f5 r\u00e0ng theo m\u1ee5c ti\u00eau c\u00e1 nh\u00e2n, h\u00e3y tham kh\u1ea3o c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o t\u1ea1i <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">VTI Academy<\/span><\/span> \u0111\u1ec3 c\u00f3 th\u00eam g\u00f3c nh\u00ecn v\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p cho h\u00e0nh tr\u00ecnh h\u1ecdc t\u1eadp c\u1ee7a m\u00ecnh. \u0110\u1eebng qu\u00ean li\u00ean h\u1ec7 qua fanpage <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">VTI Academy \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n chi ti\u1ebft nh\u00e9!<\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong b\u1ed1i c\u1ea3nh AI \u0111ang thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, vi\u1ec7c trang b\u1ecb ki\u1ebfn th\u1ee9c v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng c\u00f2n l\u00e0 l\u1ee3i th\u1ebf m\u00e0 d\u1ea7n tr\u1edf th\u00e0nh k\u1ef9 n\u0103ng thi\u1ebft y\u1ebfu. Tuy nhi\u00ean, nhi\u1ec1u ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u th\u01b0\u1eddng b\u0103n kho\u0103n h\u1ecdc AI l\u00e0 g\u00ec, n\u00ean b\u1eaft [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":9391,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-9373","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/posts\/9373","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/comments?post=9373"}],"version-history":[{"count":4,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/posts\/9373\/revisions"}],"predecessor-version":[{"id":9397,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/posts\/9373\/revisions\/9397"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/media\/9391"}],"wp:attachment":[{"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/media?parent=9373"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/categories?post=9373"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vtiedu.click\/index.php\/wp-json\/wp\/v2\/tags?post=9373"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}