{"id":10195,"date":"2021-09-01T01:39:49","date_gmt":"2021-09-01T01:39:49","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=10195"},"modified":"2021-09-01T01:50:13","modified_gmt":"2021-09-01T01:50:13","slug":"machine-learning-model-mo-hinh-hoc-may-la-gi","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/machine-learning-model-mo-hinh-hoc-may-la-gi-p10195\/","title":{"rendered":"Machine Learning model &#8211; M\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u00e0 g\u00ec?"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Khi b\u1ea1n mua m\u1ed9t chi\u1ebfc xe h\u01a1i, c\u00e2u h\u1ecfi \u0111\u1ea7u ti\u00ean l\u00e0 m\u1eabu xe n\u00e0o &#8211; Honda Civic gi\u00e1 r\u1ebb \u0111\u1ec3 \u0111i l\u1ea1i, hay Chevy Corvette \u0111\u1ec3 tr\u00f4ng th\u1eadt phong c\u00e1ch v\u00e0 ch\u1ea1y nhanh, ho\u1eb7c c\u00f3 th\u1ec3 l\u00e0 Ford F-150 \u0111\u1ec3 c\u00f3 s\u1ee9c k\u00e9o m\u1ea1nh m\u1ebd.<\/p>\n<p>\u0110\u1ed1i v\u1edbi h\u00e0nh tr\u00ecnh \u0111\u1ebfn v\u1edbi AI, lo\u1ea1i c\u00f4ng ngh\u1ec7 mang t\u00ednh bi\u1ebfn \u0111\u1ed5i nh\u1ea5t trong th\u1eddi \u0111\u1ea1i c\u1ee7a ch\u00fang ta, \u0111\u1ed9ng c\u01a1 b\u1ea1n c\u1ea7n l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (Machine Learning).<\/p>\n<h2>M\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u00e0 g\u00ec?<\/h2>\n<p>M\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u00e0 m\u1ed9t bi\u1ec3u hi\u1ec7n c\u1ee7a m\u1ed9t thu\u1eadt to\u00e1n qu\u00e9t qua h\u00e0ng n\u00fai d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm ra c\u00e1c m\u1eabu h\u00ecnh ho\u1eb7c \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n.\u00a0\u0110\u01b0\u1ee3c cung c\u1ea5p d\u1eef li\u1ec7u, c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (ML) l\u00e0 &#8220;\u0111\u1ed9ng c\u01a1&#8221; to\u00e1n h\u1ecdc c\u1ee7a <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>.<\/p>\n<p>V\u00ed d\u1ee5: m\u00f4 h\u00ecnh ML cho <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh \u00f4 t\u00f4 v\u00e0 ng\u01b0\u1eddi \u0111i b\u1ed9 trong video th\u1eddi gian th\u1ef1c.\u00a0M\u1ed9t \u0111\u1ec3 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean c\u00f3 th\u1ec3 d\u1ecbch c\u00e1c t\u1eeb v\u00e0 c\u00e2u.<\/p>\n<p>V\u1ec1 c\u01a1 b\u1ea3n, m\u1ed9t m\u00f4 h\u00ecnh l\u00e0 m\u1ed9t bi\u1ec3u di\u1ec5n to\u00e1n h\u1ecdc c\u1ee7a c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng v\u00e0 m\u1ed1i quan h\u1ec7 c\u1ee7a ch\u00fang v\u1edbi nhau.\u00a0C\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 th\u1ec3 l\u00e0 b\u1ea5t c\u1ee9 th\u1ee9 g\u00ec, t\u1eeb \u201cl\u01b0\u1ee3t th\u00edch\u201d tr\u00ean m\u1ed9t b\u00e0i \u0111\u0103ng tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i cho \u0111\u1ebfn c\u00e1c ph\u00e2n t\u1eed trong m\u1ed9t th\u00ed nghi\u1ec7m \u1edf ph\u00f2ng lab.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<h2>M\u00f4 h\u00ecnh ML cho m\u1ecdi m\u1ee5c \u0111\u00edch<\/h2>\n<p>Kh\u00f4ng c\u00f3 r\u00e0ng bu\u1ed9c n\u00e0o \u0111\u1ed1i v\u1edbi c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh c\u00e1c &#8216;feature&#8217; trong m\u00f4 h\u00ecnh ML, kh\u00f4ng c\u00f3 gi\u1edbi h\u1ea1n \u0111\u1ed1i v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng AI.\u00a0S\u1ef1 k\u1ebft h\u1ee3p l\u00e0 v\u00f4 h\u1ea1n.<\/p>\n<p>C\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00e3 t\u1ea1o ra to\u00e0n b\u1ed9 c\u00e1c ph\u00e2n nh\u00e1nh c\u1ee7a m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y cho c\u00e1c m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng kh\u00e1c nhau v\u00e0 r\u1ea5t nhi\u1ec1u c\u00e1i \u0111ang \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u.<\/p>\n<h2>Ph\u00e2n lo\u1ea1i ng\u1eafn g\u1ecdn c\u00e1c m\u00f4 h\u00ecnh ML<\/h2>\n<table>\n<tbody>\n<tr>\n<th>Lo\u1ea1i m\u00f4 h\u00ecnh ML<\/th>\n<th>C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng<\/th>\n<\/tr>\n<\/tbody>\n<tbody>\n<tr>\n<td>Ph\u00e2n lo\u1ea1i \/ h\u1ed3i quy tuy\u1ebfn t\u00ednh<\/td>\n<td>C\u00e1c m\u1eabu trong d\u1eef li\u1ec7u s\u1ed1, ch\u1eb3ng h\u1ea1n nh\u01b0 b\u1ea3ng t\u00ednh t\u00e0i ch\u00ednh<\/td>\n<\/tr>\n<tr>\n<td>M\u00f4 h\u00ecnh \u0111\u1ed3 h\u1ecda<\/td>\n<td>Ph\u00e1t hi\u1ec7n gian l\u1eadn ho\u1eb7c nh\u1eadn th\u1ee9c t\u00ecnh c\u1ea3m<\/td>\n<\/tr>\n<tr>\n<td>C\u00e2y quy\u1ebft \u0111\u1ecbnh \/ R\u1eebng ng\u1eabu nhi\u00ean<\/td>\n<td>D\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3<\/td>\n<\/tr>\n<tr>\n<td>M\u1ea1ng n\u01a1-ron h\u1ecdc s\u00e2u<\/td>\n<td><a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a>, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 h\u01a1n th\u1ebf n\u1eefa<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>V\u00ed d\u1ee5, c\u00e1c m\u00f4 h\u00ecnh tuy\u1ebfn t\u00ednh s\u1eed d\u1ee5ng \u0111\u1ea1i s\u1ed1 \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c bi\u1ebfn trong c\u00e1c d\u1ef1 b\u00e1o t\u00e0i ch\u00ednh.\u00a0M\u00f4 h\u00ecnh \u0111\u1ed3 th\u1ecb th\u1ec3 hi\u1ec7n d\u01b0\u1edbi d\u1ea1ng bi\u1ec3u \u0111\u1ed3 m\u1ed9t x\u00e1c su\u1ea5t, ch\u1eb3ng h\u1ea1n nh\u01b0 li\u1ec7u ng\u01b0\u1eddi ti\u00eau d\u00f9ng c\u00f3 ch\u1ecdn mua m\u1ed9t s\u1ea3n ph\u1ea9m hay kh\u00f4ng.\u00a0M\u01b0\u1ee3n ph\u00e9p \u1ea9n d\u1ee5 v\u1ec1 c\u00e1c nh\u00e1nh, m\u1ed9t s\u1ed1 m\u00f4 h\u00ecnh ML c\u00f3 d\u1ea1ng c\u00e2y quy\u1ebft \u0111\u1ecbnh ho\u1eb7c nh\u00f3m ch\u00fang \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 r\u1eebng ng\u1eabu nhi\u00ean.<\/p>\n<p>Trong \u0111\u1ee3t b\u00f9ng n\u1ed5 c\u1ee7a AI\u00a0v\u00e0o n\u0103m 2012, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u nh\u1eadn th\u1ea5y h\u1ecdc s\u00e2u l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 thu\u1eadt th\u00e0nh c\u00f4ng nh\u1ea5t \u0111\u1ec3 t\u00ecm ra c\u00e1c m\u1eabu h\u00ecnh v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n.\u00a0N\u00f3 s\u1eed d\u1ee5ng m\u1ed9t lo\u1ea1i m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 m\u1ea1ng th\u1ea7n kinh v\u00ec n\u00f3 \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1c m\u00f4 h\u00ecnh v\u00e0 ch\u1ee9c n\u0103ng c\u1ee7a t\u1ebf b\u00e0o n\u00e3o.<\/p>\n<h2>M\u00f4 h\u00ecnh ML cho s\u1ed1 \u0111\u00f4ng<\/h2>\n<p>H\u1ecdc s\u00e2u\u00a0l\u1ea5y t\u00ean c\u1ee7a n\u00f3 t\u1eeb c\u1ea5u tr\u00fac c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y.\u00a0Ch\u00fang x\u1ebfp ch\u1ed3ng l\u00ean nhau t\u1eebng l\u1edbp c\u00e1c t\u00ednh n\u0103ng v\u00e0 m\u1ed1i quan h\u1ec7 c\u1ee7a ch\u00fang, t\u1ea1o th\u00e0nh m\u1ed9t chi\u1ebfc b\u00e1nh k\u1eb9p anh h\u00f9ng to\u00e1n h\u1ecdc.<\/p>\n<p>Nh\u1edd \u0111\u1ed9 ch\u00ednh x\u00e1c k\u1ef3 l\u1ea1 trong vi\u1ec7c t\u00ecm ki\u1ebfm c\u00e1c m\u1eabu, hai lo\u1ea1i m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u, \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 trong\u00a0m\u1ed9t tr\u00ecnh gi\u1ea3i th\u00edch ri\u00eang bi\u1ec7t\u00a0, \u0111ang xu\u1ea5t hi\u1ec7n \u1edf kh\u1eafp m\u1ecdi n\u01a1i.<\/p>\n<p>M\u1ea1ng th\u1ea7n kinh chuy\u1ec3n \u0111\u1ed5i &#8211; Convolutional neural networks (CNN), th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, ho\u1ea1t \u0111\u1ed9ng gi\u1ed1ng nh\u01b0 m\u1eaft trong\u00a0c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n t\u1ef1 h\u00e0nh\u00a0v\u00e0 c\u00f3 th\u1ec3 gi\u00fap\u00a0ph\u00e1t hi\u1ec7n c\u00e1c b\u1ec7nh\u00a0trong h\u00ecnh \u1ea3nh y t\u1ebf. Recurrent neural networks (RNN) v\u00e0 c\u00e1c transformers, \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh \u0111\u1ec3 ph\u00e2n t\u00edch ng\u00f4n ng\u1eef n\u00f3i v\u00e0 vi\u1ebft, l\u00e0 c\u00e1c c\u1ed7 m\u00e1y ch\u00ednh c\u1ee7a Alexa c\u1ee7a Amazon, Google Assistant v\u00e0 Siri c\u1ee7a Apple.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/08\/tgmc-blog-612e07a0cabd5.jpg\" alt=\"\" \/>M\u1ea1ng n\u01a1-ron h\u1ecdc s\u00e2u l\u1ea5y t\u00ean t\u1eeb c\u1ea5u tr\u00fac nhi\u1ec1u l\u1edbp c\u1ee7a ch\u00fang.<\/p>\n<h2>Ch\u1ecdn m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o t\u1eeb tr\u01b0\u1edbc!<\/h2>\n<p>Ch\u1ecdn \u0111\u00fang ph\u00e2n nh\u00e1nh m\u00f4 h\u00ecnh &#8211; nh\u01b0 CNN, RNN ho\u1eb7c transformer &#8211; l\u00e0 m\u1ed9t kh\u1edfi \u0111\u1ea7u tuy\u1ec7t v\u1eddi.\u00a0Nh\u01b0ng \u0111\u00f3 ch\u1ec9 l\u00e0 s\u1ef1 kh\u1edfi \u0111\u1ea7u.<\/p>\n<p>N\u1ebfu b\u1ea1n mu\u1ed1n l\u00e1i Baja 500, b\u1ea1n c\u00f3 th\u1ec3 s\u1eeda \u0111\u1ed5i m\u1ed9t chi\u1ebfc xe chuy\u00ean ch\u1ea1y \u0111\u1ecba h\u00ecnh c\u00e1t v\u1edbi h\u1ec7 th\u1ed1ng gi\u1ea3m x\u00f3c h\u1ea1ng n\u1eb7ng v\u00e0 l\u1ed1p ch\u1eafc ch\u1eafn, ho\u1eb7c b\u1ea1n c\u00f3 th\u1ec3 mua m\u1ed9t chi\u1ebfc xe \u0111\u01b0\u1ee3c ch\u1ebf t\u1ea1o cho cu\u1ed9c \u0111ua \u0111\u00f3.<\/p>\n<p>Trong h\u1ecdc m\u00e1y, \u0111\u00f3 \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0\u00a0m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc.\u00a0N\u00f3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh tr\u00ean t\u1eadp h\u1ee3p l\u1edbn d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o t\u01b0\u01a1ng t\u1ef1 nh\u01b0 d\u1eef li\u1ec7u trong tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a b\u1ea1n.\u00a0C\u00e1c m\u1ed1i quan h\u1ec7 d\u1eef li\u1ec7u &#8211; \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 tr\u1ecdng s\u1ed1 v\u00e0 \u0111\u1ed9 l\u1ec7ch &#8211; \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho \u1ee9ng d\u1ee5ng d\u1ef1 ki\u1ebfn.<\/p>\n<p>C\u1ea7n m\u1ed9t t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, nhi\u1ec1u ki\u1ebfn \u200b\u200bth\u1ee9c chuy\u00ean m\u00f4n v\u1ec1 AI v\u00e0 c\u01a1 b\u1eafp m\u00e1y t\u00ednh \u0111\u00e1ng k\u1ec3 \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u1ed9t m\u00f4 h\u00ecnh.\u00a0Ng\u01b0\u1eddi mua hi\u1ec3u bi\u1ebft mua s\u1eafm c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 qua \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc \u0111\u1ec3 ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 ti\u1ec1n b\u1ea1c.<\/p>\n<h2>B\u1ea1n s\u1ebd li\u00ean h\u1ec7 \u1edf \u0111\u00e2u?<\/h2>\n<p>Khi b\u1ea1n t\u00ecm mua m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc, h\u00e3y t\u00ecm m\u1ed9t nh\u00e0 cung c\u1ea5p m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 tin t\u01b0\u1edfng.<\/p>\n<p>NVIDIA hi\u1ec7n \u0111ang \u0111\u1ee9ng \u0111\u1eb1ng sau m\u1ed9t th\u01b0 vi\u1ec7n tr\u1ef1c tuy\u1ebfn c\u00f3 t\u00ean l\u00e0 NGC Catalog ch\u1ee9a \u0111\u1ea7y \u0111\u1ee7 c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m tra v\u00e0 \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc.\u00a0Ch\u00fang m\u1edf r\u1ed9ng ph\u1ea1m vi c\u00e1c c\u00f4ng vi\u1ec7c AI t\u1eeb th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, AI \u0111\u00e0m tho\u1ea1i v\u00e0 h\u01a1n th\u1ebf n\u1eefa.<\/p>\n<p>Ng\u01b0\u1eddi d\u00f9ng bi\u1ebft nh\u1eefng g\u00ec h\u1ecd nh\u1eadn \u0111\u01b0\u1ee3c v\u00ec c\u00e1c m\u00f4 h\u00ecnh trong danh m\u1ee5c \u0111i k\u00e8m v\u1edbi l\u00fd l\u1ecbch.\u00a0Ch\u00fang gi\u1ed1ng nh\u01b0 b\u1eb1ng ch\u1ee9ng x\u00e1c th\u1ef1c c\u1ee7a m\u1ed9t ng\u01b0\u1eddi tuy\u1ec3n d\u1ee5ng ti\u1ec1m n\u0103ng.<\/p>\n<p>S\u01a1 y\u1ebfu l\u00fd l\u1ecbch c\u1ee7a m\u00f4 h\u00ecnh hi\u1ec3n th\u1ecb cho b\u1ea1n mi\u1ec1n m\u00e0 m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o, t\u1eadp d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u00e0o t\u1ea1o n\u00f3 v\u00e0 c\u00e1ch n\u00f3 d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd ho\u1ea1t \u0111\u1ed9ng.\u00a0Ch\u00fang cung c\u1ea5p s\u1ef1 minh b\u1ea1ch v\u00e0 t\u1ef1 tin r\u1eb1ng b\u1ea1n \u0111ang ch\u1ecdn m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p cho tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a m\u00ecnh.<\/p>\n<h2>T\u00e0i nguy\u00ean kh\u00e1c cho M\u00f4 h\u00ecnh ML<\/h2>\n<p>H\u01a1n n\u1eefa, c\u00e1c m\u00f4 h\u00ecnh NGC \u0111\u00e3 s\u1eb5n s\u00e0ng cho\u00a0vi\u1ec7c h\u1ecdc chuy\u1ec3n ti\u1ebfp\u00a0.\u00a0\u0110\u00f3 l\u00e0 b\u01b0\u1edbc \u0111i\u1ec1u ch\u1ec9nh cu\u1ed1i c\u00f9ng m\u00f4 ph\u1ecfng c\u00e1c m\u00f4 h\u00ecnh v\u1ec1 \u0111i\u1ec1u ki\u1ec7n \u0111\u01b0\u1eddng ch\u00ednh x\u00e1c m\u00e0 ch\u00fang s\u1ebd \u0111i qua &#8211; d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n.<\/p>\n<p>NVIDIA th\u1eadm ch\u00ed c\u00f2n cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 c\u1ea5u h\u00ecnh \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh m\u00f4 h\u00ecnh NGC c\u1ee7a b\u1ea1n.\u00a0N\u00f3 \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 TAO v\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3\u00a0\u0111\u0103ng k\u00fd \u0111\u1ec3 truy c\u1eadp s\u1edbm v\u00e0o\u00a0n\u00f3 ngay b\u00e2y gi\u1edd.<\/p>\n<p><em>Ngu\u1ed3n<\/em> NVIDIA<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21405\">NVIDIA t\u1ea1i Computex 2025: &#8220;G\u00e3 kh\u1ed5ng l\u1ed3 xanh&#8221; \u0111\u1eb7t c\u01b0\u1ee3c t\u1ea5t c\u1ea3 v\u00e0o AI, GeForce li\u1ec7u c\u00f3 b\u1ecb ra r\u00eca?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Khi b&#7841;n mua m&#7897;t chi&#7871;c xe h&#417;i, c&acirc;u h&#7887;i &#273;&#7847;u ti&ecirc;n l&agrave; m&#7851;u xe n&agrave;o &ndash; Honda Civic gi&aacute; r&#7867; &#273;&#7875; &#273;i l&#7841;i, hay Chevy Corvette &#273;&#7875; tr&ocirc;ng th&#7853;t phong c&aacute;ch v&agrave; ch&#7841;y nhanh, ho&#7863;c c&oacute; th&#7875; l&agrave; Ford F-150 &#273;&#7875; c&oacute; s&#7913;c k&eacute;o m&#7841;nh m&#7869;. &#272;&#7889;i v&#7899;i h&agrave;nh tr&igrave;nh &#273;&#7871;n v&#7899;i AI, lo&#7841;i c&ocirc;ng&#8230;<\/p>\n","protected":false},"author":2,"featured_media":10214,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162],"tags":[7,29],"class_list":["post-10195","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","tag-ai","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning model - M\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u00e0 g\u00ec? - Blog | TheGioiMayChu<\/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:\/\/thegioimaychu.vn\/blog\/ai-hpc\/machine-learning-model-mo-hinh-hoc-may-la-gi-p10195\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Machine Learning model - M\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u00e0 g\u00ec? - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Khi b&#7841;n mua m&#7897;t chi&#7871;c xe h&#417;i, c&acirc;u h&#7887;i &#273;&#7847;u ti&ecirc;n l&agrave; 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