{"id":8275,"date":"2023-10-23T00:09:06","date_gmt":"2023-10-22T17:09:06","guid":{"rendered":"https:\/\/teky.edu.vn\/blog\/?p=8275"},"modified":"2023-10-30T08:05:54","modified_gmt":"2023-10-30T01:05:54","slug":"tensorflow-la-gi","status":"publish","type":"post","link":"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/","title":{"rendered":"Tensorflow l\u00e0 g\u00ec? T\u1ed5ng quan v\u1ec1 Tensorflow cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u"},"content":{"rendered":"\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-top\"\n    data-payload='{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;8275&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;10&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;5&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;5\\\/5 - (10 b\u00ecnh ch\u1ecdn)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Tensorflow l\u00e0 g\u00ec? T\u1ed5ng quan v\u1ec1 Tensorflow cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u&quot;,&quot;width&quot;:&quot;142.5&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 142.5px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            5\/5 - (10 b\u00ecnh ch\u1ecdn)    <\/div>\n    <\/div>\n<p style=\"text-align: justify;\"><em>Th\u1eddi \u0111\u1ea1i 4.0 k\u00e9o theo s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a r\u1ea5t nhi\u1ec1u l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 kh\u00e1c nhau. Trong \u0111\u00f3 c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn AI &#8211; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 v\u00e0 \u0111ang \u0111\u00f3ng g\u00f3p r\u1ea5t nhi\u1ec1u t\u00e0i nguy\u00ean cho cu\u1ed9c s\u1ed1ng c\u1ee7a con ng\u01b0\u1eddi. S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a AI d\u0129 nhi\u00ean k\u00e9o theo l\u0129nh v\u1ef1c machine learning v\u00e0 deep learning c\u00f9ng tr\u1ed7i d\u1eady. V\u00ec \u0111\u1ec3 s\u1eed d\u1ee5ng machine learning m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng h\u01a1n, con ng\u01b0\u1eddi \u0111\u00e3 t\u1ea1o ra m\u1ed9t lo\u1ea1i c\u00f4ng c\u1ee5 m\u1edbi t\u00ean l\u00e0 Tensorflow. N\u1ebfu mu\u1ed1n \u0111i xa h\u01a1n trong ng\u00e0nh AI n\u00e0y, ch\u1eafc ch\u1eafn b\u1ea1n s\u1ebd ph\u1ea3i bi\u1ebft r\u00f5 <strong>Tensorflow l\u00e0 g\u00ec<\/strong> c\u0169ng nh\u01b0 c\u00e1ch s\u1eed d\u1ee5ng n\u00f3. T\u1ea5t c\u1ea3 nh\u1eefng th\u00f4ng tin n\u00e0y s\u1ebd \u0111\u01b0\u1ee3c Teky gi\u1ea3i \u0111\u00e1p trong b\u00e0i vi\u1ebft sau!<\/em><\/p>\n<p><a href=\"https:\/\/lotrinhlaptrinh.teky.vn\/?utm_id=ContentBlog&amp;utm_medium=Click_Blog&amp;utm_source=ContentBlog\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-22416\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2023\/10\/dang-ky-lap-trinh-teky.gif\" alt=\"dang-ky-lap-trinh\" width=\"600\" height=\"314\" \/><\/a><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung <\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Tim_hieu_Tensorflow_la_gi\" >T\u00ecm hi\u1ec3u Tensorflow l\u00e0 g\u00ec?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Khai_niem_Tensorflow_la_gi\" >Kh\u00e1i ni\u1ec7m Tensorflow l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Nguon_goc_cua_Tensorflow_la_gi\" >Ngu\u1ed3n g\u1ed1c c\u1ee7a Tensorflow l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Nguyen_ly_hoat_dong_cua_Tensorflow\" >Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Tensorflow<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Uu_diem_cua_Tensorflow_la_gi\" >\u01afu \u0111i\u1ec3m c\u1ee7a Tensorflow l\u00e0 g\u00ec?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#The_hien_goc_nhin_tong_quan\" >Th\u1ec3 hi\u1ec7n g\u00f3c nh\u00ecn t\u1ed5ng quan<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#De_dang_chinh_sua_dinh_huong_%E2%80%93_Tensorflow_la_gi\" >D\u1ec5 d\u00e0ng ch\u1ec9nh s\u1eeda \u0111\u1ecbnh h\u01b0\u1edbng &#8211; Tensorflow l\u00e0 g\u00ec<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Dua_tren_mot_nen_tang_manh_me_%E2%80%93_Google\" >D\u1ef1a tr\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng m\u1ea1nh m\u1ebd &#8211; Google<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Ket_luan\" >K\u1ebft lu\u1eadn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Thong_tin_nen_biet_Hoc_Vien_Cong_Nghe_Teky\" >Th\u00f4ng tin n\u00ean bi\u1ebft H\u1ecdc Vi\u1ec7n C\u00f4ng Ngh\u1ec7 Teky<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Day_la_chuong_trinh_khong_chi_trang_bi_kien_thuc_lap_trinh_ma_con_ren_luyen_nhom_ky_nang_4Cs_Tre_se_duoc\" >\u0110\u00e2y l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh kh\u00f4ng ch\u1ec9 trang b\u1ecb ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh m\u00e0 c\u00f2n r\u00e8n luy\u1ec7n nh\u00f3m k\u1ef9 n\u0103ng 4Cs. Tr\u1ebb s\u1ebd \u0111\u01b0\u1ee3c:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/#Lien_he_ngay_hoc_vien_cong_nghe_sang_tao_TEKY_de_duoc_tu_van_khoa_hoc\" >Li\u00ean h\u1ec7 ngay h\u1ecdc vi\u1ec7n c\u00f4ng ngh\u1ec7 s\u00e1ng t\u1ea1o TEKY \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n kh\u00f3a h\u1ecdc:<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Tim_hieu_Tensorflow_la_gi\"><\/span>T\u00ecm hi\u1ec3u Tensorflow l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Khai_niem_Tensorflow_la_gi\"><\/span>Kh\u00e1i ni\u1ec7m Tensorflow l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Tensorflow l\u00e0 g\u00ec h\u1eb3n l\u00e0 c\u00e2u h\u1ecfi c\u1ee7a r\u1ea5t nhi\u1ec1u newbie trong ng\u00e0nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Th\u1ef1c ra kh\u00e1i ni\u1ec7m c\u1ee7a Tensorflow r\u1ea5t d\u1ec5 hi\u1ec3u. Tensorflow l\u00e0 m\u1ed9t th\u01b0 vi\u1ec7n m\u00e3 ngu\u1ed3n m\u1edf ph\u1ee5c v\u1ee5 cho ho\u1ea1t \u0111\u1ed9ng Machine Learning. N\u00f3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1edfi Google, v\u00ec th\u1ebf ch\u00fang ta c\u00f3 th\u1ec3 y\u00ean t\u00e2m v\u1ec1 \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh c\u1ee7a n\u00f3 khi s\u1eed d\u1ee5ng.<\/p>\n<p style=\"text-align: justify;\">Ch\u00fang ta \u0111\u1ec1u bi\u1ebft r\u1eb1ng, trong quy tr\u00ecnh ph\u00e1t tri\u1ec3n m\u1ed9t ph\u1ea7n m\u1ec1m b\u1ea5t k\u1ef3 \u0111\u00f2i h\u1ecfi r\u1ea5t nhi\u1ec1u \u0111o\u1ea1n m\u00e3 c\u0169ng nh\u01b0 thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c tri\u1ec3n khai. Thu\u1eadt to\u00e1n v\u1eeba \u0111\u1ec3 ph\u00e2n t\u00edch, t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u v\u1eeba l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 ph\u1ea7n m\u1ec1m c\u00f3 th\u1ec3 kh\u1edfi ch\u1ea1y. Tuy nhi\u00ean ch\u01b0\u01a1ng tr\u00ecnh c\u00e0ng l\u1edbn th\u00ec kh\u1ed1i l\u01b0\u1ee3ng ph\u00e9p to\u00e1n c\u00e0ng nhi\u1ec1u. C\u00e1ch t\u00ednh to\u00e1n th\u1ee7 c\u00f4ng kh\u00f4ng th\u1ec3 \u0111\u1ea3m b\u1ea3o hi\u1ec7u su\u1ea5t nh\u01b0 mong mu\u1ed1n \u0111\u01b0\u1ee3c. V\u00ec th\u1ebf Tensorflow xu\u1ea5t hi\u1ec7n nh\u01b0 m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh h\u1ed7 tr\u1ee3 t\u00ednh to\u00e1n b\u1eb1ng c\u00e1ch ti\u1ebfp c\u1eadn m\u1ea1nh m\u1ebd c\u00e1c ph\u00e9p t\u00ednh v\u00e0 b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p. Nh\u1edd c\u00f3 Tensorflow, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a to\u00e1n h\u1ecdc th\u00f4ng qua c\u00e1c \u0111\u1ed3 th\u1ecb lu\u1ed3ng d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p.<\/p>\n<figure id=\"attachment_8279\" aria-describedby=\"caption-attachment-8279\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8279\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/khai-niem-cua-tensorflow-la-gi.jpg\" alt=\"Kh\u00e1i ni\u1ec7m c\u1ee7a Tensorflow l\u00e0 g\u00ec?\" width=\"650\" height=\"400\" srcset=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/khai-niem-cua-tensorflow-la-gi.jpg 650w, https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/khai-niem-cua-tensorflow-la-gi-400x246.jpg 400w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-8279\" class=\"wp-caption-text\">Kh\u00e1i ni\u1ec7m c\u1ee7a Tensorflow l\u00e0 g\u00ec?<\/figcaption><\/figure>\n<p style=\"text-align: justify;\">Ph\u1ea7n tr\u00ecnh b\u00e0y c\u1ee7a Tensorflow mang \u0111\u1ebfn thi\u1ec7n c\u1ea3m r\u1ea5t l\u1edbn nh\u1edd giao di\u1ec7n t\u01b0\u01a1ng t\u00e1c t\u1eeb Python v\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh c\u1ee7a C++. Kh\u00f4ng ch\u1ec9 c\u00f3 c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean, nhi\u1ec1u nh\u00e0 nghi\u00ean c\u1ee9u, nh\u00e0 khoa h\u1ecdc l\u1ef1a ch\u1ecdn Tensor flow v\u00ec nh\u1eefng \u01b0u \u0111i\u1ec3m tuy\u1ec7t v\u1eddi c\u1ee7a n\u00f3. \u0110\u00f3 c\u0169ng l\u00e0 l\u00fd do t\u1ea1i sao nhi\u1ec1u ng\u01b0\u1eddi l\u1ea1i ch\u1ecdn h\u1ecdc Tensorflow \u0111\u1ebfn nh\u01b0 v\u1eady.<\/p>\n<p>&gt;&gt;&gt; Xem th\u00eam : <a href=\"https:\/\/teky.edu.vn\/blog\/windows-terminal\/\"><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Windows Terminal l\u00e0 g\u00ec? H\u01b0\u1edbng d\u1eabn c\u00e1ch c\u00e0i \u0111\u1eb7t nhanh ch\u00f3ng&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4480,&quot;10&quot;:2,&quot;11&quot;:0,&quot;15&quot;:&quot;Arial&quot;}\">Windows Terminal l\u00e0 g\u00ec? H\u01b0\u1edbng d\u1eabn c\u00e1ch c\u00e0i \u0111\u1eb7t nhanh ch\u00f3ng<\/span><\/a><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Nguon_goc_cua_Tensorflow_la_gi\"><\/span>Ngu\u1ed3n g\u1ed1c c\u1ee7a Tensorflow l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Kh\u00e1c v\u1edbi l\u1ea7m t\u01b0\u1edfng c\u1ee7a nhi\u1ec1u ng\u01b0\u1eddi v\u1ec1 ngu\u1ed3n g\u1ed1c Tensorflow, n\u00f3 m\u1edbi ch\u1ec9 xu\u1ea5t hi\u1ec7n tr\u00ean th\u1ecb tr\u01b0\u1eddng \u0111\u01b0\u1ee3c v\u00e0i n\u0103m g\u1ea7n \u0111\u00e2y. Tuy nhi\u00ean hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a Tensorflow \u0111\u00e3 bi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n h\u00e0ng \u0111\u1ea7u.<\/p>\n<p style=\"text-align: justify;\">Tensorflow ra \u0111\u1eddi nh\u1edd nhu c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng. Khi m\u00e0 con ng\u01b0\u1eddi ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u y\u00eau c\u1ea7u v\u1ec1 d\u1eef li\u1ec7u h\u01a1n, trong c\u00e1c thu\u1eadt to\u00e1n machine learning, ch\u1ec9 c\u00f3 deep learning m\u1edbi mang \u0111\u1ebfn hi\u1ec7u n\u0103ng \u0111\u1ee7 d\u00f9ng khi x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng th\u00f4ng tin kh\u1ed5ng l\u1ed3. L\u00fac n\u00e0y, Google &#8211; m\u1ed9t t\u1eadp \u0111o\u00e0n n\u1ed5i ti\u1ebfng th\u1ebf gi\u1edbi nh\u1edd v\u00e0o kho d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 &#8211; \u0111\u00e3 quy\u1ebft \u0111\u1ecbnh ph\u1ea3i c\u1ea3i ti\u1ebfn c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a m\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng deep neural network.<\/p>\n<p style=\"text-align: justify;\">V\u1eady l\u00e0 Tensorflow b\u1eaft \u0111\u1ea7u xu\u1ea5t hi\u1ec7n v\u1edbi m\u1ee5c \u0111\u00edch gi\u00fap c\u00e1c th\u00e0nh vi\u00ean trong m\u1ed9t team ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c c\u00f9ng nhau tr\u00ean model A.I. V\u00e0o n\u0103m 2015, Tensorflow ch\u00ednh th\u1ee9c \u0111\u01b0\u1ee3c xu\u1ea5t hi\u1ec7n tr\u00ean th\u1ecb tr\u01b0\u1eddng. Cho \u0111\u1ebfn 2 n\u0103m sau, 2017, Tensorflow m\u1edbi ho\u00e0n th\u00e0nh s\u1ef1 c\u1ea3i ti\u1ebfn v\u00e0 tr\u1edf th\u00e0nh m\u1ed9t phi\u00ean b\u1ea3n \u1ed5n \u0111\u1ecbnh nh\u1ea5t.<\/p>\n<p style=\"text-align: justify;\">Sau khi \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 m\u1ed9t m\u00e3 ngu\u1ed3n m\u1edf c\u1ee7a Apache Open Source, Tensorflow cho ph\u00e9p to\u00e0n b\u1ed9 ng\u01b0\u1eddi d\u00f9ng c\u1ee7a th\u1ec3 s\u1eed d\u1ee5ng, \u0111i\u1ec1u ch\u1ec9nh v\u00e0 \u0111\u00f3ng g\u00f3p cho c\u00e1c phi\u00ean b\u1ea3n c\u1ee7a n\u00f3 m\u1ed9t c\u00e1ch ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed.<\/p>\n<p><a href=\"https:\/\/lotrinhlaptrinh.teky.vn\/?utm_id=ContentBlog&amp;utm_medium=Click_Blog&amp;utm_source=ContentBlog\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-22417\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2023\/10\/dang-ky-lap-trinh-teky1.gif\" alt=\"dang-ky-lap-trinh-teky1\" width=\"600\" height=\"314\" \/><\/a><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Nguyen_ly_hoat_dong_cua_Tensorflow\"><\/span>Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Tensorflow<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">D\u00f9 \u0111em \u0111\u1ebfn nhi\u1ec1u l\u1ee3i \u00edch nh\u01b0ng th\u1ef1c ra nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Tensorflow kh\u00e1 \u0111\u01a1n gi\u1ea3n. V\u1ec1 c\u01a1 b\u1ea3n Tensorflow s\u1ebd gi\u00fap ng\u01b0\u1eddi d\u00f9ng t\u1ea1o ra c\u00e1c bi\u1ec3u \u0111\u1ed3 lu\u1ed3ng d\u1eef li\u1ec7u ho\u1eb7c nh\u1eefng c\u1ea5u tr\u00fac m\u00f4 t\u1ea3. \u0110\u00e2y c\u0169ng l\u00e0 l\u00fd do t\u1ea1i sao Tensorflow \u0111\u01b0\u1ee3c coi nh\u01b0 l\u00e0 m\u1ed9t framework. Nh\u1eefng khung s\u01b0\u1eddn n\u00e0y s\u1ebd h\u01b0\u1edbng d\u1eabn d\u1eef li\u1ec7u l\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 \u0111i qua m\u1ed9t bi\u1ec3u \u0111\u1ed3 ho\u1eb7c m\u1ed9t series nodes \u0111ang \u0111\u01b0\u1ee3c x\u1eed l\u00fd. L\u00fac n\u00e0y, m\u1ed7i nodes s\u1ebd \u0111\u1ea1i di\u1ec7n cho m\u1ed9t ho\u1ea1t \u0111\u1ed9ng to\u00e1n h\u1ecdc c\u1ea7n x\u1eed l\u00fd. C\u00f2n m\u1ed7i k\u1ebft n\u1ed1i ho\u1eb7c m\u1ed7i edge s\u1ebd \u0111\u01b0\u1ee3c coi nh\u01b0 m\u1ed9t tensor ho\u1eb7c m\u1ed9t m\u1ea3ng d\u1eef li\u1ec7u \u0111a chi\u1ec1u.<\/p>\n<figure id=\"attachment_8278\" aria-describedby=\"caption-attachment-8278\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8278\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/nguyen-ly-hoat-dong-cua-tensorflow.jpg\" alt=\"Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Tensorflow\" width=\"650\" height=\"400\" srcset=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/nguyen-ly-hoat-dong-cua-tensorflow.jpg 650w, https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/nguyen-ly-hoat-dong-cua-tensorflow-400x246.jpg 400w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-8278\" class=\"wp-caption-text\">Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Tensorflow<\/figcaption><\/figure>\n<p style=\"text-align: justify;\">Nh\u01b0 \u0111\u00e3 n\u00eau \u1edf ph\u1ea7n tr\u00ean, Tensorflow v\u1ed1n \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n t\u1eeb Python. V\u00ec th\u1ebf b\u1ea3n th\u00e2n Tensorflow c\u0169ng l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng Python. C\u00f2n c\u00e1c nodes v\u00e0 tensor trong Tensorflow l\u00e0 nh\u1eefng \u0111\u1ed1i t\u01b0\u1ee3ng thu\u1ed9c Python. \u0110i\u1ec1u n\u00e0y gi\u00fap \u00edch r\u1ea5t nhi\u1ec1u cho l\u1eadp tr\u00ecnh vi\u00ean. Python v\u1ed1n l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng d\u1ec5 s\u1eed d\u1ee5ng, n\u00f3 cho ph\u00e9p c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng tr\u1eebu t\u01b0\u1ee3ng b\u1eadc cao c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng k\u1ebft h\u1ee3p v\u1edbi nhau. Ch\u00ednh nh\u1edd s\u1ef1 gi\u00fap \u0111\u1ee1 \u0111\u1eafc l\u1ef1c n\u00e0y, qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c \u0111\u01a1n gi\u1ea3n h\u00f3a \u0111i r\u1ea5t nhi\u1ec1u.<\/p>\n<p style=\"text-align: justify;\">T\u1eeb nh\u1eefng ph\u00e2n t\u00edch v\u1eeba r\u1ed3i, h\u1eb3n b\u1ea1n \u0111\u1ecdc \u0111\u00e3 n\u1eafm ch\u1eafc \u0111\u01b0\u1ee3c nh\u1eefng kh\u00e1i ni\u1ec7m Tensorflow l\u00e0 g\u00ec v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m xung quanh n\u00f3. B\u1ea3n ch\u1ea5t c\u1ee7a vi\u1ec7c Tensorflow h\u01b0\u1edbng d\u1eabn kh\u00f4ng h\u1ec1 kh\u00f3 hi\u1ec3u n\u1ebfu b\u1ea1n t\u00ecm \u0111\u01b0\u1ee3c c\u00e1ch hi\u1ec3u c\u1ee7a b\u1ea3n th\u00e2n.<\/p>\n<p>&gt;&gt;&gt; Xem th\u00eam :<a href=\"https:\/\/teky.edu.vn\/blog\/mean-stack-la-gi\/\"> <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;MEAN Stack l\u00e0 g\u00ec? Gi\u1ea3i \u0111\u00e1p MEAN Stack t\u1eeb A \u0111\u1ebfn Z&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4480,&quot;10&quot;:2,&quot;11&quot;:0,&quot;15&quot;:&quot;Arial&quot;}\">MEAN Stack l\u00e0 g\u00ec? Gi\u1ea3i \u0111\u00e1p MEAN Stack t\u1eeb A \u0111\u1ebfn Z<\/span><\/a><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Uu_diem_cua_Tensorflow_la_gi\"><\/span>\u01afu \u0111i\u1ec3m c\u1ee7a Tensorflow l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"The_hien_goc_nhin_tong_quan\"><\/span>Th\u1ec3 hi\u1ec7n g\u00f3c nh\u00ecn t\u1ed5ng quan<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">L\u1ee3i \u00edch d\u1ec5 th\u1ea5y nh\u1ea5t c\u1ee7a Tensorflow ch\u1eafc ch\u1eafn ph\u1ea3i k\u1ec3 \u0111\u1ebfn kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch abstraction m\u1ed9t c\u00e1ch t\u1ed5ng quan nh\u1ea5t. Nh\u01b0 ch\u00fang ta \u0111\u00e3 bi\u1ebft, \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t ph\u1ea7n m\u1ec1m \u0111\u00f2i h\u1ecfi r\u1ea5t nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n kh\u00e1c nhau. V\u00e0 s\u1ef1 t\u1ec9 m\u1ec9 \u0111\u01b0\u1ee3c \u0111\u1eb7t l\u00ean h\u00e0ng \u0111\u1ea7u b\u1edfi d\u00f9 m\u1ed9t ph\u1ea7n nh\u1ecf kh\u00f4ng \u0111\u00fang th\u00ec s\u1ebd k\u00e9o theo c\u1ea3 ch\u01b0\u01a1ng tr\u00ecnh ch\u1ea1y l\u1ed7i.<\/p>\n<p style=\"text-align: justify;\">V\u00ec th\u1ebf Tensorflow \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u1eafc l\u1ef1c mang \u0111\u1ebfn c\u00e1i nh\u00ecn t\u1ed5ng quan cho ng\u01b0\u1eddi d\u00f9ng. T\u1ea5t c\u1ea3 nh\u1eefng b\u01b0\u1edbc nh\u1ecf l\u1eb7t v\u1eb7t nh\u01b0 tri\u1ec3n khai m\u1ed9t thu\u1eadt to\u00e1n, chuy\u1ec3n input th\u00e0nh output v\u00e0 ng\u01b0\u1ee3c l\u1ea1i \u0111\u01b0\u1ee3c Tensorflow x\u1eed l\u00fd m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, v\u00e0 t\u1ea5t nhi\u00ean l\u00e0 t\u1ef1 \u0111\u1ed9ng. Ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c gi\u1ea3m m\u1ed9t kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c r\u00f5 r\u1ec7t. Thay v\u00ec ph\u1ea3i b\u1eadn t\u00e2m \u0111\u1ebfn nh\u1eefng th\u1ee9 \u201cl\u00f4ng g\u00e0, v\u1ecf t\u1ecfi\u201d th\u00ec b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3 d\u00e0nh th\u1eddi gian \u0111\u00f3 \u0111\u1ec3 ph\u00e1t tri\u1ec3n t\u00ednh logic t\u1ed5ng th\u1ec3 c\u1ee7a \u1ee9ng d\u1ee5ng.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"De_dang_chinh_sua_dinh_huong_%E2%80%93_Tensorflow_la_gi\"><\/span>D\u1ec5 d\u00e0ng ch\u1ec9nh s\u1eeda \u0111\u1ecbnh h\u01b0\u1edbng &#8211; Tensorflow l\u00e0 g\u00ec<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Li\u1ec7u b\u1ea1n c\u00f3 \u0111ang lo l\u1eafng r\u1eb1ng t\u00ednh t\u1ef1 \u0111\u1ed9ng c\u1ee7a Tensorflow c\u00f3 th\u1ec3 mang \u0111\u1ebfn m\u1ed9t s\u1ed1 r\u1ee7i ro n\u1ebfu kh\u00f4ng may ph\u1ea7n m\u1ec1m \u0111i sai h\u01b0\u1edbng? V\u1eady th\u00ec b\u1ea1n c\u00f3 th\u1ec3 y\u00ean t\u00e2m v\u00ec Tensorflow \u0111\u01b0\u1ee3c trang b\u1ecb t\u00ednh n\u0103ng Eager execution. N\u1ebfu ng\u01b0\u1eddi d\u00f9ng ch\u01b0a c\u1ea3m th\u1ea5y h\u00e0i l\u00f2ng v\u1ec1 c\u00e1ch th\u1ee9c th\u1ef1c hi\u1ec7n c\u0169ng nh\u01b0 k\u1ebft qu\u1ea3 m\u00e0 Tensorflow mang \u0111\u1ebfn, h\u1ecd c\u00f3 th\u1ec3 tr\u1ef1c ti\u1ebfp ch\u1ec9nh s\u1eeda c\u00e1c operation trong bi\u1ec3u \u0111\u1ed3 h\u01b0\u1edbng x\u1eed l\u00fd d\u1eef li\u1ec7u. Thay v\u00ec ph\u1ea3i kh\u1edfi t\u1ea1o l\u1ea1i to\u00e0n b\u1ed9 m\u1ed9t bi\u1ec3u \u0111\u1ed3, c\u00e1ch ch\u1ec9nh s\u1eeda theo chi ti\u1ebft th\u1ebf n\u00e0y ti\u1ebft ki\u1ec7m \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c.<\/p>\n<figure id=\"attachment_8277\" aria-describedby=\"caption-attachment-8277\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8277\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/tensorflow-mang-den-nhieu-loi-ich.jpg\" alt=\"Tensorflow mang \u0111\u1ebfn nhi\u1ec1u l\u1ee3i \u00edch\" width=\"650\" height=\"400\" srcset=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/tensorflow-mang-den-nhieu-loi-ich.jpg 650w, https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/tensorflow-mang-den-nhieu-loi-ich-400x246.jpg 400w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-8277\" class=\"wp-caption-text\">Tensorflow mang \u0111\u1ebfn nhi\u1ec1u l\u1ee3i \u00edch<\/figcaption><\/figure>\n<p style=\"text-align: justify;\">Ng\u01b0\u1eddi d\u00f9ng c\u0169ng c\u00f3 th\u1ec3 \u0111\u1ec3 l\u1ea1i \u0111\u00e1nh gi\u00e1 v\u00e0 c\u00e0i \u0111\u1eb7t th\u00eam c\u00e1c t\u00ednh n\u0103ng cho Tensorflow \u0111\u1ec3 nh\u1eefng l\u1ea7n l\u00e0m vi\u1ec7c sau mang \u0111\u1ebfn k\u1ebft qu\u1ea3 kh\u1ea3 quan h\u01a1n.<\/p>\n<p style=\"text-align: justify;\">N\u1ebfu b\u1ea1n kh\u00f4ng bi\u1ebft l\u1ed7i m\u00e0 Tensorflow m\u1eafc ph\u1ea3i n\u1eb1m \u1edf \u0111\u00e2u? B\u1ea1n c\u0169ng kh\u00f4ng c\u1ea7n ph\u1ea3i lo lu\u00f4n v\u00ec c\u00f3 t\u00ednh n\u0103ng TensorBoard. C\u00f4ng c\u1ee5 n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng quan s\u00e1t m\u1ed9t c\u00e1ch tr\u1ef1c ti\u1ebfp quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a Tensorflow. T\u1eeb \u0111\u00f3 ph\u00e1t hi\u1ec7n ra nh\u1eefng sai l\u1ea7m c\u1ee7a quy tr\u00ecnh v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng \u0111\u1ec3 ti\u1ebfn \u0111\u1ebfn b\u01b0\u1edbc ch\u1ec9nh s\u1eeda.<\/p>\n<p><a href=\"https:\/\/lotrinhlaptrinh.teky.vn\/?utm_id=ContentBlog&amp;utm_medium=Click_Blog&amp;utm_source=ContentBlog\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-22422\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2023\/10\/lap-trinh-cho-tre.gif\" alt=\"lap-trinh-cho-tre\" width=\"600\" height=\"314\" \/><\/a><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Dua_tren_mot_nen_tang_manh_me_%E2%80%93_Google\"><\/span>D\u1ef1a tr\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng m\u1ea1nh m\u1ebd &#8211; Google<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">R\u00f5 r\u00e0ng vi\u1ec7c c\u00f3 m\u1ed9t \u201cng\u01b0\u1eddi \u0111\u1ee1 \u0111\u1ea7u\u201d n\u1ed5i ti\u1ebfng nh\u01b0 Google l\u00e0 m\u1ed9t th\u1ebf m\u1ea1nh c\u1ee7a Tensorflow. Nh\u1edd \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n t\u1eeb m\u1ed9t trong nh\u1eefng \u00ea k\u00edp c\u00f4ng ngh\u1ec7 cao c\u1ea5p nh\u1ea5t th\u1ebf gi\u1edbi, Tensorflow li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c c\u1ea3i ti\u1ebfn v\u00e0 update cho ph\u00f9 h\u1ee3p v\u1edbi xu h\u01b0\u1edbng hi\u1ec7n \u0111\u1ea1i. Google r\u1ea5t t\u00edch c\u1ef1c t\u1ea1o ra c\u00e1c ph\u1ea7n m\u1ec1m h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n cho Tensorflow. V\u00ed d\u1ee5 nh\u01b0 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c \u0111\u1ed9 \u0111\u00e1m m\u00e2y th\u00f4ng qua c\u00e1ch th\u1ee9c s\u1eed d\u1ee5ng silicon TPU hay chia s\u1ebb nh\u1eefng model m\u1edbi cho framework b\u1eb1ng m\u1ed9t k\u00eanh online hub.<\/p>\n<figure id=\"attachment_8276\" aria-describedby=\"caption-attachment-8276\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8276\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/cau-tao-he-thong.jpg\" alt=\"C\u1ea5u t\u1ea1o h\u1ec7 th\u1ed1ng\" width=\"650\" height=\"400\" srcset=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/cau-tao-he-thong.jpg 650w, https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/07\/cau-tao-he-thong-400x246.jpg 400w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-8276\" class=\"wp-caption-text\">C\u1ea5u t\u1ea1o h\u1ec7 th\u1ed1ng<\/figcaption><\/figure>\n<p>&gt;&gt;&gt; Xem th\u00eam : <a href=\"https:\/\/teky.edu.vn\/blog\/thuat-toan-quick-sort\/\"><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Thu\u1eadt to\u00e1n Quick Sort l\u00e0 g\u00ec? Gi\u1edbi thi\u1ec7u l\u1eadp tr\u00ecnh chi ti\u1ebft nh\u1ea5t&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4480,&quot;10&quot;:2,&quot;11&quot;:0,&quot;15&quot;:&quot;Arial&quot;}\">Thu\u1eadt to\u00e1n Quick Sort l\u00e0 g\u00ec? Gi\u1edbi thi\u1ec7u l\u1eadp tr\u00ecnh chi ti\u1ebft nh\u1ea5t<\/span><\/a><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span>K\u1ebft lu\u1eadn<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Nh\u00ecn chung, \u0111\u1ec3 hi\u1ec3u Tensorflow l\u00e0 g\u00ec kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t vi\u1ec7c qu\u00e1 kh\u00f3 nh\u01b0 nhi\u1ec1u ng\u01b0\u1eddi t\u01b0\u1edfng. Ng\u01b0\u1ee3c l\u1ea1i Tensorflow c\u00f2n gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd c\u00e1c thu\u1eadt to\u00e1n kh\u00f3 nh\u1eb1n. \u0110\u00e2y l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 r\u1ea5t h\u1eefu hi\u1ec7u. V\u00ec th\u1ebf kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa, l\u1eddi khuy\u00ean c\u1ee7a Teky cho b\u1ea1n l\u00e0 h\u00e3y trang b\u1ecb Tensorflow ngay l\u1eadp t\u1ee9c. Ch\u1eafc ch\u1eafn n\u00f3 s\u1ebd gi\u00fap \u0111\u1ee1 b\u1ea1n r\u1ea5t nhi\u1ec1u trong c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh. Hy v\u1ecdng b\u00e0i vi\u1ebft v\u1ec1 Tensorflow s\u1ebd c\u00f3 \u00edch \u0111\u1ed1i v\u1edbi b\u1ea1n \u0111\u1ecdc!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Thong_tin_nen_biet_Hoc_Vien_Cong_Nghe_Teky\"><\/span><span style=\"font-size: 20px; color: #339966;\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;C\u00f9ng T\u00ecm Hi\u1ec3u V\u1ec1 Teky H\u1ecdc Vi\u1ec7n 5 sao \u0110\u00e0o T\u1ea1o Tr\u1ebb Em H\u1ecdc L\u1eadp Tr\u00ecnh (4-18 tu\u1ed5i)&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:17153,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;17&quot;:1}\">Th\u00f4ng tin n\u00ean bi\u1ebft H\u1ecdc Vi\u1ec7n C\u00f4ng Ngh\u1ec7 Teky<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><iframe loading=\"lazy\" title=\"H\u1ecdc l\u1eadp tr\u00ecnh tr\u1ebb em \u1edf \u0111\u00e2u? - Gi\u1edbi thi\u1ec7u h\u1ecdc vi\u1ec7n c\u00f4ng ngh\u1ec7 TEKY h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/kGgr0XJAxFM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><strong>TEKY l\u00e0 H\u1ecdc vi\u1ec7n s\u00e1ng t\u1ea1o c\u00f4ng ngh\u1ec7<\/strong> v\u1edbi ch\u01b0\u01a1ng tr\u00ecnh gi\u1ea3ng d\u1ea1y STEAM (Science \u2013 Technology \u2013 Engineering \u2013 Art \u2013 Mathematics) theo chu\u1ea9n M\u1ef9 \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam d\u00e0nh cho tr\u1ebb em t\u1eeb 4 \u0111\u1ebfn 18 tu\u1ed5i.<\/p>\n<p>\u0110\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u00e0o th\u00e1ng 6 n\u0103m 2016, TEKY quy\u1ebft t\u00e2m th\u1ef1c hi\u1ec7n s\u1ee9 m\u1ec7nh mang \u0111\u1ebfn cho th\u1ebf h\u1ec7 tr\u1ebb Vi\u1ec7t Nam ki\u1ebfn th\u1ee9c to\u00e0n di\u1ec7n v\u1ec1 STEAM, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c t\u01b0 duy c\u00f4ng ngh\u1ec7, khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 k\u1ef9 n\u0103ng th\u1ebf k\u1ef7 21 \u2013 4Cs (Critical Thinking: T\u01b0 duy ph\u1ea3n bi\u1ec7n \u2013 Communication: Giao ti\u1ebfp \u2013 Creativity: S\u00e1ng t\u1ea1o \u2013 Collaboration: L\u00e0m vi\u1ec7c nh\u00f3m).<\/p>\n<figure id=\"attachment_14828\" aria-describedby=\"caption-attachment-14828\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/teky.edu.vn\/?utm_source=Blog&amp;utm_medium=baiviet\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14828 size-full\" src=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/03\/Trai-nghiem-hoc-lap-trinh-mien-phi.jpg\" alt=\"Tr\u1ea3i nghi\u1ec7m h\u1ecdc l\u1eadp tr\u00ecnh mi\u1ec5n ph\u00ed\" width=\"600\" height=\"400\" srcset=\"https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/03\/Trai-nghiem-hoc-lap-trinh-mien-phi.jpg 600w, https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/03\/Trai-nghiem-hoc-lap-trinh-mien-phi-400x267.jpg 400w, https:\/\/teky.edu.vn\/blog\/wp-content\/uploads\/2021\/03\/Trai-nghiem-hoc-lap-trinh-mien-phi-272x182.jpg 272w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><figcaption id=\"caption-attachment-14828\" class=\"wp-caption-text\">Tr\u1ea3i nghi\u1ec7m h\u1ecdc l\u1eadp tr\u00ecnh mi\u1ec5n ph\u00ed<\/figcaption><\/figure>\n<h4><span class=\"ez-toc-section\" id=\"Day_la_chuong_trinh_khong_chi_trang_bi_kien_thuc_lap_trinh_ma_con_ren_luyen_nhom_ky_nang_4Cs_Tre_se_duoc\"><\/span>\u0110\u00e2y l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh kh\u00f4ng ch\u1ec9 trang b\u1ecb ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh m\u00e0 c\u00f2n r\u00e8n luy\u1ec7n nh\u00f3m k\u1ef9 n\u0103ng 4Cs. Tr\u1ebb s\u1ebd \u0111\u01b0\u1ee3c:<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u00a0H\u1ecdc t\u01b0 duy ph\u1ea3n bi\u1ec7n th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch c\u00e1c v\u1ea5n \u0111\u1ec1.<\/li>\n<li>\u00a0H\u1ecdc t\u00ednh s\u00e1ng t\u1ea1o t\u01b0 duy Logic th\u00f4ng qua vi\u1ec7c l\u1eafp \u0111\u1eb7t v\u00e0 l\u1eadp tr\u00ecnh robot th \u00f4ng qua c\u00e1c m\u00f4 h\u00ecnh Lego Mindstorm, app tr\u00f2 ch\u01a1i. Gi\u00fap con h\u1ecdc gi\u1ecfi m\u00f4n To\u00e1n tr\u00ean l\u1edbp<\/li>\n<li>\u00a0K\u1ef9 n\u0103ng h\u1ee3p t\u00e1c th\u00f4ng qua c\u00e1c tr\u00f2 ch\u01a1i team-building, c\u00e1c d\u1ef1 \u00e1n nh\u00f3m tr\u00ean l\u1edbp.<\/li>\n<li>\u00a0Ph\u00e1t huy kh\u1ea3 n\u0103ng giao ti\u1ebfp hi\u1ec7u qu\u1ea3 b\u1eb1ng nhi\u1ec1u b\u00e0i t\u1eadp v\u00e0 ho\u1ea1t \u0111\u1ed9ng h\u1ea5p d\u1eabn.<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" title=\"Shark Nguy\u1ec5n Ho\u00e0 B\u00ecnh \u0111\u1ed3ng h\u00e0nh c\u00f9ng con h\u1ecdc l\u1eadp tr\u00ecnh t\u1ea1i h\u1ecdc vi\u1ec7n c\u00f4ng ngh\u1ec7 Teky h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/q6QbqIs6ll8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>C\u00e1c b\u1ed9 m\u00f4n gi\u1ea3ng d\u1ea1y t\u1ea1i Teky g\u1ed3m: <span style=\"font-weight: 400;\">L\u1eadp tr\u00ecnh v\u00e0 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">l\u1eadp tr\u00ecnh game<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">l\u1eadp tr\u00ecnh web v\u1edbi python<\/span> <span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">L\u1eadp tr\u00ecnh Scratch<\/span> <span style=\"font-weight: 400;\">Robotics<\/span> Engineering, C\u00f4ng ngh\u1ec7 3D v\u00e0 MultiMedia. Ch\u00fang t\u00f4i tin r\u1eb1ng tr\u1ebb em Vi\u1ec7t Nam c\u00f3 c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd trong m\u1ed9t n\u1ec1n kinh t\u1ebf s\u1ed1 v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c trang b\u1ecb s\u1eb5n s\u00e0ng \u0111\u1ec3 tr\u1edf th\u00e0nh nh\u1eefng doanh nh\u00e2n c\u00f4ng ngh\u1ec7 trong t\u01b0\u01a1ng lai.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Lien_he_ngay_hoc_vien_cong_nghe_sang_tao_TEKY_de_duoc_tu_van_khoa_hoc\"><\/span><span style=\"color: #008000;\"><b>Li\u00ean h\u1ec7 ngay h\u1ecdc vi\u1ec7n c\u00f4ng ngh\u1ec7 s\u00e1ng t\u1ea1o TEKY \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n kh\u00f3a h\u1ecdc:<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cam k\u00eat 7 tu\u1ed5i c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Top 10 d\u1ef1 \u00e1n gi\u00e1o d\u1ee5c c\u00f3 t\u1ea7m \u1ea3nh h\u01b0\u1edfng nh\u1ea5t \u0110\u00f4ng Nam \u00c1 2017 &amp; 2018<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Top 3 D\u1ef1 \u00e1n xu\u1ea5t s\u1eafc nh\u1ea5t, NextGen \u2013 Th\u1ee5y S\u0129<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0Hotline H\u00e0 N\u1ed9i: 024-7109-6668 | 0975-241-015<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0Hotline H\u1ed3 Ch\u00ed Minh: 028-7109 9948 | 097-900-8642<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Website <\/span><a href=\"https:\/\/teky.edu.vn\/\"><span style=\"font-weight: 400;\">https:\/\/teky.edu.vn<\/span><\/a><span style=\"font-weight: 400;\"> | Email: support@teky.edu.vn |<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Th\u1eddi \u0111\u1ea1i 4.0 k\u00e9o theo s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a r\u1ea5t nhi\u1ec1u l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 kh\u00e1c nhau. Trong \u0111\u00f3 c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn AI &#8211; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 v\u00e0 \u0111ang \u0111\u00f3ng g\u00f3p r\u1ea5t nhi\u1ec1u t\u00e0i nguy\u00ean cho cu\u1ed9c s\u1ed1ng c\u1ee7a con ng\u01b0\u1eddi. S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a AI d\u0129 nhi\u00ean &hellip;<\/p>\n","protected":false},"author":10,"featured_media":8280,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"show_on_app":false,"footnotes":""},"categories":[28],"tags":[],"class_list":["post-8275","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lap-trinh"],"acf":{"show_on_app":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.9 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Tensorflow l\u00e0 g\u00ec? T\u1ed5ng quan v\u1ec1 Tensorflow cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u<\/title>\n<meta name=\"description\" content=\"Tensorflow l\u00e0 g\u00ec h\u1eb3n l\u00e0 th\u1eafc m\u1eafc c\u1ee7a r\u1ea5t nhi\u1ec1u ng\u01b0\u1eddi. B\u00e0i vi\u1ebft sau \u0111\u00e2y s\u1ebd gi\u1ea3i \u0111\u00e1p m\u1ecdi c\u00e2u h\u1ecfi xung quanh ch\u1ee7 \u0111\u1ec1 v\u1ec1 Tensorflow.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/teky.edu.vn\/blog\/tensorflow-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tensorflow l\u00e0 g\u00ec? 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