{"id":133,"date":"2026-09-28T20:21:47","date_gmt":"2026-09-28T13:21:47","guid":{"rendered":"https:\/\/trungglobal.com\/ai\/?p=133"},"modified":"2026-09-28T20:21:49","modified_gmt":"2026-09-28T13:21:49","slug":"ai-hoc-nhu-the-nao-tu-du-lieu-den-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/trungglobal.com\/ai\/ai-hoc-nhu-the-nao-tu-du-lieu-den-tri-tue-nhan-tao\/","title":{"rendered":"AI H\u1eccC NH\u01af TH\u1ebe N\u00c0O? T\u1eea D\u1eee LI\u1ec6U \u0110\u1ebeN TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>AI kh\u00f4ng \u201ch\u1ecdc\u201d gi\u1ed1ng con ng\u01b0\u1eddi<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/trungglobal.com\/ai\/wp-content\/uploads\/2026\/09\/IMG_8884-1024x559.png\" alt=\"AI H\u1eccC NH\u01af TH\u1ebe N\u00c0O? T\u1eea D\u1eee LI\u1ec6U \u0110\u1ebeN TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O\" class=\"wp-image-134\" srcset=\"https:\/\/trungglobal.com\/ai\/wp-content\/uploads\/2026\/09\/IMG_8884-1024x559.png 1024w, https:\/\/trungglobal.com\/ai\/wp-content\/uploads\/2026\/09\/IMG_8884-300x164.png 300w, https:\/\/trungglobal.com\/ai\/wp-content\/uploads\/2026\/09\/IMG_8884-768x419.png 768w, https:\/\/trungglobal.com\/ai\/wp-content\/uploads\/2026\/09\/IMG_8884.png 1408w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>AI H\u1eccC NH\u01af TH\u1ebe N\u00c0O? T\u1eea D\u1eee LI\u1ec6U \u0110\u1ebeN TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Khi n\u00f3i AI h\u1ecdc, ch\u00fang ta th\u01b0\u1eddng t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t h\u1ec7 th\u1ed1ng \u0111\u1ecdc s\u00e1ch r\u1ed3i hi\u1ec3u ki\u1ebfn th\u1ee9c gi\u1ed1ng con ng\u01b0\u1eddi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u1ef1c t\u1ebf ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong machine learning, h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c cung c\u1ea5p d\u1eef li\u1ec7u v\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p t\u1ed1i \u01b0u \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c tham s\u1ed1 b\u00ean trong m\u00f4 h\u00ecnh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ee5c ti\u00eau l\u00e0 l\u00e0m cho m\u00f4 h\u00ecnh ng\u00e0y c\u00e0ng t\u1ed1t h\u01a1n trong m\u1ed9t nhi\u1ec7m v\u1ee5 nh\u1ea5t \u0111\u1ecbnh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Neural network l\u00e0 g\u00ec?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Neural network l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc l\u1ea5y c\u1ea3m h\u1ee9ng r\u1ea5t r\u1ed9ng t\u1eeb c\u00e1ch c\u00e1c neuron trong n\u00e3o k\u1ebft n\u1ed1i v\u1edbi nhau.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t m\u1ea1ng neural nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 g\u1ed3m nhi\u1ec1u l\u1edbp.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u \u0111i qua c\u00e1c l\u1edbp n\u00e0y v\u00e0 \u0111\u01b0\u1ee3c bi\u1ebfn \u0111\u1ed5i nhi\u1ec1u l\u1ea7n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n, h\u1ec7 th\u1ed1ng \u0111i\u1ec1u ch\u1ec9nh c\u00e1c tr\u1ecdng s\u1ed1 \u0111\u1ec3 gi\u1ea3m sai s\u1ed1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ebfn m\u1ee9c n\u00e0o?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u l\u00e0 m\u1ed9t th\u00e0nh ph\u1ea7n n\u1ec1n t\u1ea3ng c\u1ee7a AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 c\u00f3 ki\u1ebfn tr\u00fac r\u1ea5t m\u1ea1nh nh\u01b0ng d\u1eef li\u1ec7u k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng v\u1eabn d\u1eabn \u0111\u1ebfn k\u1ebft qu\u1ea3 k\u00e9m.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u c\u1ea7n c\u00f3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ea5t l\u01b0\u1ee3ng.<\/li>\n\n\n\n<li>\u0110\u1ed9 \u0111a d\u1ea1ng.<\/li>\n\n\n\n<li>T\u00ednh \u0111\u1ea1i di\u1ec7n.<\/li>\n\n\n\n<li>Quy m\u00f4 ph\u00f9 h\u1ee3p.<\/li>\n\n\n\n<li>Quy tr\u00ecnh x\u1eed l\u00fd t\u1ed1t.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i ra, d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n c\u0169ng c\u00f3 th\u1ec3 ch\u1ee9a sai l\u1ec7ch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu d\u1eef li\u1ec7u c\u00f3 v\u1ea5n \u0111\u1ec1, m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 h\u1ecdc c\u1ea3 nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u00f3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Training di\u1ec5n ra nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n h\u00f3a:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0110\u01b0a d\u1eef li\u1ec7u v\u00e0o m\u00f4 h\u00ecnh.<\/li>\n\n\n\n<li>M\u00f4 h\u00ecnh t\u1ea1o d\u1ef1 \u0111o\u00e1n.<\/li>\n\n\n\n<li>So s\u00e1nh d\u1ef1 \u0111o\u00e1n v\u1edbi m\u1ee5c ti\u00eau.<\/li>\n\n\n\n<li>T\u00ednh sai s\u1ed1.<\/li>\n\n\n\n<li>\u0110i\u1ec1u ch\u1ec9nh tham s\u1ed1.<\/li>\n\n\n\n<li>L\u1eb7p l\u1ea1i r\u1ea5t nhi\u1ec1u l\u1ea7n.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Qua qu\u00e1 tr\u00ecnh n\u00e0y, m\u00f4 h\u00ecnh t\u00ecm ra m\u1ed9t c\u1ea5u tr\u00fac tham s\u1ed1 gi\u00fap n\u00f3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5 t\u1ed1t h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Deep Learning<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Deep learning s\u1eed d\u1ee5ng c\u00e1c m\u1ea1ng neural c\u00f3 nhi\u1ec1u l\u1edbp.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c l\u1edbp s\u00e2u gi\u00fap m\u00f4 h\u00ecnh h\u1ecdc nh\u1eefng bi\u1ec3u di\u1ec5n ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5 v\u1edbi h\u00ecnh \u1ea3nh, c\u00e1c t\u1ea7ng \u0111\u1ea7u c\u00f3 th\u1ec3 h\u1ecdc nh\u1eefng \u0111\u1eb7c tr\u01b0ng \u0111\u01a1n gi\u1ea3n h\u01a1n, trong khi c\u00e1c t\u1ea7ng s\u00e2u h\u01a1n c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p ch\u00fang th\u00e0nh nh\u1eefng c\u1ea5u tr\u00fac ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi ng\u00f4n ng\u1eef, m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 h\u1ecdc c\u00e1c m\u1ed1i quan h\u1ec7 gi\u1eefa t\u1eeb, c\u00e2u, \u0111o\u1ea1n v\u0103n v\u00e0 ng\u1eef c\u1ea3nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI c\u00f3 th\u1ef1c s\u1ef1 hi\u1ec3u kh\u00f4ng?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi kh\u00f3 nh\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI c\u00f3 th\u1ec3 x\u1eed l\u00fd ng\u00f4n ng\u1eef c\u1ef1c k\u1ef3 hi\u1ec7u qu\u1ea3 nh\u01b0ng \u201chi\u1ec3u\u201d theo ngh\u0129a gi\u1ed1ng con ng\u01b0\u1eddi hay kh\u00f4ng v\u1eabn l\u00e0 v\u1ea5n \u0111\u1ec1 \u0111\u01b0\u1ee3c tranh lu\u1eadn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e2u tr\u1ea3 l\u1eddi r\u1ea5t thuy\u1ebft ph\u1ee5c m\u00e0 v\u1eabn m\u1eafc l\u1ed7i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do \u0111\u00f3, kh\u1ea3 n\u0103ng t\u1ea1o v\u0103n b\u1ea3n t\u1ef1 nhi\u00ean kh\u00f4ng ph\u1ea3i b\u1eb1ng ch\u1ee9ng tuy\u1ec7t \u0111\u1ed1i r\u1eb1ng AI c\u00f3 nh\u1eadn th\u1ee9c gi\u1ed1ng con ng\u01b0\u1eddi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>K\u1ebft lu\u1eadn<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI hi\u1ec7n \u0111\u1ea1i l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u1eef li\u1ec7u + thu\u1eadt to\u00e1n + m\u00f4 h\u00ecnh + t\u00ednh to\u00e1n + qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec3u \u0111\u01b0\u1ee3c n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap ch\u00fang ta nh\u00ecn AI th\u1ef1c t\u1ebf h\u01a1n thay v\u00ec xem AI nh\u01b0 m\u1ed9t \u201ch\u1ed9p \u0111en c\u00f3 ph\u00e9p thu\u1eadt\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>FAQ<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Machine learning l\u00e0 g\u00ec?<\/strong><br>L\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ec3 m\u00e1y t\u00ednh h\u1ecdc c\u00e1c m\u1eabu t\u1eeb d\u1eef li\u1ec7u thay v\u00ec ph\u1ea3i l\u1eadp tr\u00ecnh t\u1eebng quy t\u1eafc c\u1ee5 th\u1ec3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Deep learning l\u00e0 g\u00ec?<\/strong><br>L\u00e0 m\u1ed9t nh\u00e1nh c\u1ee7a machine learning s\u1eed d\u1ee5ng c\u00e1c m\u1ea1ng neural nhi\u1ec1u l\u1edbp.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI c\u00f3 t\u1ef1 h\u1ecdc m\u1ecdi th\u1ee9 kh\u00f4ng?<\/strong><br>Kh\u00f4ng. Kh\u1ea3 n\u0103ng h\u1ecdc ph\u1ee5 thu\u1ed9c v\u00e0o ki\u1ebfn tr\u00fac, d\u1eef li\u1ec7u, m\u1ee5c ti\u00eau v\u00e0 ph\u01b0\u01a1ng ph\u00e1p hu\u1ea5n luy\u1ec7n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u1eef li\u1ec7u c\u00f3 quan tr\u1ecdng h\u01a1n m\u00f4 h\u00ecnh kh\u00f4ng?<\/strong><br>Kh\u00f4ng th\u1ec3 t\u00e1ch ri\u00eang \u0111\u01a1n gi\u1ea3n. Ch\u1ea5t l\u01b0\u1ee3ng h\u1ec7 th\u1ed1ng ph\u1ee5 thu\u1ed9c v\u00e0o nhi\u1ec1u y\u1ebfu t\u1ed1 c\u00f9ng l\u00fac.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u00ecm hi\u1ec3u c\u00e1ch AI h\u1ecdc t\u1eeb d\u1eef li\u1ec7u, v\u00ec sao m\u00f4 h\u00ecnh c\u1ea7n hu\u1ea5n luy\u1ec7n v\u00e0 \u0111i\u1ec1u g\u00ec x\u1ea3y ra b\u00ean trong qu\u00e1 tr\u00ecnh machine learning.<\/p>\n","protected":false},"author":1,"featured_media":134,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[9,21,44,45,18,43],"class_list":["post-133","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category--ai-co-ban","tag-ai","tag-deep-learning","tag-du-lieu-ai","tag-hoc-may","tag-machine-learning","tag-neural-network"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI H\u1eccC NH\u01af TH\u1ebe N\u00c0O? T\u1eea D\u1eee LI\u1ec6U \u0110\u1ebeN TR\u00cd TU\u1ec6 NH\u00c2N T\u1ea0O - TrungGlobal AI<\/title>\n<meta name=\"description\" content=\"T\u00ecm hi\u1ec3u c\u00e1ch AI h\u1ecdc t\u1eeb d\u1eef li\u1ec7u, v\u00ec sao m\u00f4 h\u00ecnh c\u1ea7n hu\u1ea5n luy\u1ec7n v\u00e0 \u0111i\u1ec1u g\u00ec x\u1ea3y ra b\u00ean trong qu\u00e1 tr\u00ecnh machine learning.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/trungglobal.com\/ai\/ai-hoc-nhu-the-nao-tu-du-lieu-den-tri-tue-nhan-tao\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI H\u1eccC NH\u01af TH\u1ebe N\u00c0O? 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