{"id":5014,"date":"2025-08-02T05:14:44","date_gmt":"2025-08-02T04:14:44","guid":{"rendered":"https:\/\/cafe2sach.com\/?post_type=lp_course&#038;p=5014"},"modified":"2025-08-02T05:14:44","modified_gmt":"2025-08-02T04:14:44","slug":"thuc-hanh-lam-app-ai","status":"publish","type":"lp_course","link":"https:\/\/cafe2sach.com\/index.php\/\/course\/thuc-hanh-lam-app-ai\/","title":{"rendered":"Th\u1ef1c h\u00e0nh l\u00e0m App AI"},"content":{"rendered":"<p data-start=\"484\" data-end=\"831\">Kh\u00f3a h\u1ecdc <strong data-start=\"493\" data-end=\"519\">&#8220;Th\u1ef1c h\u00e0nh l\u00e0m App AI&#8221;<\/strong> cung c\u1ea5p ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng th\u1ef1c t\u1ebf \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). H\u1ecdc vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn x\u00e2y d\u1ef1ng m\u1ed9t \u1ee9ng d\u1ee5ng ho\u00e0n ch\u1ec9nh t\u1eeb kh\u00e2u l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh AI (nh\u01b0 NLP, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, recommendation), x\u1eed l\u00fd d\u1eef li\u1ec7u, hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh \u0111\u1ebfn tri\u1ec3n khai tr\u00ean n\u1ec1n t\u1ea3ng web ho\u1eb7c di \u0111\u1ed9ng.<\/p>\n<p data-start=\"833\" data-end=\"867\">Trong qu\u00e1 tr\u00ecnh h\u1ecdc, sinh vi\u00ean s\u1ebd:<\/p>\n<ul data-start=\"868\" data-end=\"1230\">\n<li data-start=\"868\" data-end=\"959\">\n<p data-start=\"870\" data-end=\"959\">Hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng c\u00e1c th\u01b0 vi\u1ec7n ph\u1ed5 bi\u1ebfn nh\u01b0 TensorFlow, Hugging Face Transformers.<\/p>\n<\/li>\n<li data-start=\"960\" data-end=\"1007\">\n<p data-start=\"962\" data-end=\"1007\">T\u1ea1o API t\u1eeb m\u00f4 h\u00ecnh AI v\u1edbi Flask.<\/p>\n<\/li>\n<li data-start=\"1008\" data-end=\"1089\">\n<p data-start=\"1010\" data-end=\"1089\">T\u00edch h\u1ee3p API AI v\u00e0o \u1ee9ng d\u1ee5ng front-end<\/p>\n<\/li>\n<li data-start=\"1090\" data-end=\"1169\">\n<p data-start=\"1092\" data-end=\"1169\">Tri\u1ec3n khai \u1ee9ng d\u1ee5ng l\u00ean n\u1ec1n t\u1ea3ng nh\u01b0 Local host, Firebase ho\u1eb7c Hugging Space<\/p>\n<\/li>\n<li data-start=\"1170\" data-end=\"1230\">\n<p data-start=\"1172\" data-end=\"1230\">L\u00e0m vi\u1ec7c theo nh\u00f3m ho\u1eb7c c\u00e1 nh\u00e2n \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 demo s\u1ea3n ph\u1ea9m cu\u1ed1i kh\u00f3a.<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"1232\" data-end=\"1235\" \/>\n<h3 data-start=\"1237\" data-end=\"1280\"><strong data-start=\"1241\" data-end=\"1280\">K\u1ebft qu\u1ea3 \u0111\u1ea7u ra (Learning Outcomes):<\/strong><\/h3>\n<p data-start=\"1281\" data-end=\"1311\">Sau kh\u00f3a h\u1ecdc, h\u1ecdc vi\u00ean c\u00f3 th\u1ec3:<\/p>\n<ul data-start=\"1312\" data-end=\"1518\">\n<li data-start=\"1312\" data-end=\"1361\">\n<p data-start=\"1314\" data-end=\"1361\">X\u00e2y d\u1ef1ng v\u00e0 hu\u1ea5n luy\u1ec7n m\u1ed9t m\u00f4 h\u00ecnh AI \u0111\u01a1n gi\u1ea3n.<\/p>\n<\/li>\n<li data-start=\"1362\" data-end=\"1403\">\n<p data-start=\"1364\" data-end=\"1403\">\u0110\u00f3ng g\u00f3i m\u00f4 h\u00ecnh d\u01b0\u1edbi d\u1ea1ng RESTful API.<\/p>\n<\/li>\n<li data-start=\"1404\" data-end=\"1444\">\n<p data-start=\"1406\" data-end=\"1444\">T\u00edch h\u1ee3p m\u00f4 h\u00ecnh AI v\u00e0o \u1ee9ng d\u1ee5ng th\u1eadt.<\/p>\n<\/li>\n<li data-start=\"1445\" data-end=\"1518\">\n<p data-start=\"1447\" data-end=\"1518\">Thi\u1ebft k\u1ebf, ph\u00e1t tri\u1ec3n v\u00e0 tr\u00ecnh b\u00e0y s\u1ea3n ph\u1ea9m AI App c\u00f3 t\u00ednh \u1ee9ng d\u1ee5ng cao.<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"1520\" data-end=\"1523\" \/>\n<h3 data-start=\"1525\" data-end=\"1552\"><strong data-start=\"1529\" data-end=\"1552\">Y\u00eau c\u1ea7u ti\u00ean quy\u1ebft:<\/strong><\/h3>\n<ul data-start=\"1553\" data-end=\"1677\">\n<li data-start=\"1553\" data-end=\"1584\">\n<p data-start=\"1555\" data-end=\"1584\">Bi\u1ebft l\u1eadp tr\u00ecnh Python c\u01a1 b\u1ea3n.<\/p>\n<\/li>\n<li data-start=\"1585\" data-end=\"1677\">\n<p data-start=\"1587\" data-end=\"1677\">\u0110\u00e3 h\u1ecdc ho\u1eb7c \u0111ang h\u1ecdc c\u00e1c m\u00f4n nh\u01b0 Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o c\u01a1 b\u1ea3n, H\u1ecdc m\u00e1y, ho\u1eb7c K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m.<\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Kh\u00f3a h\u1ecdc &#8220;Th\u1ef1c h\u00e0nh l\u00e0m App AI&#8221; cung c\u1ea5p ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng th\u1ef1c t\u1ebf \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c [&hellip;]<\/p>\n","protected":false},"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","course_category":[804,803],"course_tag":[],"class_list":["post-5014","lp_course","type-lp_course","status-publish","hentry","course_category-lap-trinh","course_category-tri-tue-nhan-tao","course"],"_links":{"self":[{"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/lp_course\/5014","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/types\/lp_course"}],"replies":[{"embeddable":true,"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/comments?post=5014"}],"version-history":[{"count":1,"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/lp_course\/5014\/revisions"}],"predecessor-version":[{"id":5015,"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/lp_course\/5014\/revisions\/5015"}],"wp:attachment":[{"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/media?parent=5014"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/course_category?post=5014"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/cafe2sach.com\/index.php\/wp-json\/wp\/v2\/course_tag?post=5014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}