{"id":9989,"date":"2022-03-18T03:27:25","date_gmt":"2022-03-18T03:27:25","guid":{"rendered":"https:\/\/depocen.org\/?post_type=course&#038;p=9989"},"modified":"2022-08-18T03:32:44","modified_gmt":"2022-08-18T03:32:44","slug":"machine-learning-python-2022","status":"publish","type":"course","link":"https:\/\/depocen.org\/vi\/course\/machine-learning-python-2022\/","title":{"rendered":"Machine Learning Modelling Pipeline s\u1eed d\u1ee5ng Python &#8211; 2022"},"content":{"rendered":"<p class=\"font_9\"><span class=\"color_15\">Python l\u00e0 m\u1ed9t ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c, b\u00ean c\u1ea1nh v\u1edbi Java, C++, R,&#8230; \u1ee8ng d\u1ee5ng c\u1ee7a Python c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0: x\u00e2y d\u1ef1ng website, x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m, v\u00e0 kh\u00f4ng th\u1ec3 kh\u00f4ng k\u1ec3 t\u1edbi \u1ee9ng d\u1ee5ng trong t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng.<\/span><\/p>\n<p class=\"font_9\"><span class=\"color_15\">M\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a Python l\u00e0 x\u1eed l\u00fd, ph\u00e2n t\u00edch c\u00e1c d\u1eef li\u1ec7u \u0111\u1ed3 s\u1ed9 c\u1ee7a ng\u00e0nh ng\u00e2n h\u00e0ng, t\u00e0i ch\u00ednh: thi\u1ebft l\u1eadp v\u00e0 ch\u1ea1y m\u00f4 h\u00ecnh, t\u00ecm d\u1eef li\u1ec7u, ph\u00e2n t\u00edch c\u00e1c ch\u1ec9 s\u1ed1, v\u00e0 th\u1ec3 hi\u1ec7n tr\u1ef1c quan b\u1eb1ng h\u00ecnh \u1ea3nh. Ngo\u00e0i ra, s\u1eed d\u1ee5ng Python trong t\u00e0i ch\u00ednh c\u00f3 th\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c h\u1ec7 th\u1ed1ng h\u1ecdc m\u00e1y \u0111\u1ec3 thu th\u1eadp th\u00f4ng tin v\u1ec1 d\u1eef li\u1ec7u th\u1ed1ng k\u00ea c\u1ee7a c\u00f4ng ty \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n t\u00ecnh h\u00ecnh t\u00e0i ch\u00ednh, \u0111\u00e1nh gi\u00e1 r\u1ee7i ro \u0111\u1ea7u t\u01b0; c\u0169ng nh\u01b0 x\u00e2y d\u1ef1ng c\u00e1c ph\u1ea7n m\u1ec1m \u1ee9ng d\u1ee5ng trong ng\u00e2n h\u00e0ng, giao d\u1ecbch \u0111i\u1ec7n t\u1eed,&#8230;<\/span><\/p>\n<p class=\"font_9\"><span class=\"color_15\">Trong kh\u1ed1i ng\u00e0nh t\u00e0i ch\u00ednh n\u00f3i ri\u00eang v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u n\u00f3i chung, th\u1ef1c t\u1ebf l\u00e0, trong m\u1ed7i m\u1ed9t nh\u00f3m ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh th\u00ec \u0111\u1ec1u c\u1ea7n ph\u1ea3i ph\u00e1t tri\u1ec3n hai tr\u1ee5 c\u1ed9t l\u00e0 Feature Store v\u00e0 Modelling Pipeline. Tuy nhi\u00ean, t\u1ea1i Vi\u1ec7t Nam th\u00ec r\u1ea5t \u00edt c\u00e1c nh\u00f3m l\u00e0m m\u00f4 h\u00ecnh hay nh\u00f3m khoa h\u1ecdc d\u1eef li\u1ec7u ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c \u0111\u1ed3ng b\u1ed9 hai tr\u1ee5 c\u1ed9t n\u00e0y. M\u1ed9t trong nh\u1eefng nguy\u00ean nh\u00e2n ch\u00ednh \u0111\u00f3 l\u00e0 do thi\u1ebfu k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh. Th\u00eam n\u1eefa, ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u chu\u1ea9n ch\u1ec9nh v\u1eabn \u0111ang thi\u1ebfu v\u00e0 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ch\u01b0a s\u00e1t v\u1edbi th\u1ef1c ti\u1ec5n.\u00a0<\/span><\/p>\n<p class=\"font_9\"><span class=\"color_15\">Do \u0111\u00f3, kh\u00f3a h\u1ecdc k\u00e9o d\u00e0i 5 bu\u1ed5i n\u00e0y s\u1ebd trang b\u1ecb nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c c\u1ea7n thi\u1ebft \u0111\u1ec3 c\u00e1c b\u1ea1n h\u1ecdc vi\u00ean c\u00f3 th\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng n\u1ec1n t\u1ea3ng \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nhu c\u1ea7u th\u1ef1c ti\u1ec5n t\u1ea1i doanh nghi\u1ec7p trong vi\u1ec7c ki\u1ebfn t\u1ea1o lu\u1ed3ng Machine Learning modelling pipeline, \u1ee9ng d\u1ee5ng ng\u00f4n ng\u1eef Python v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c th\u01b0 vi\u1ec7n tr\u00ean Github.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python l\u00e0 m\u1ed9t ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c, b\u00ean c\u1ea1nh v\u1edbi Java, C++, R,&#8230; \u1ee8ng d\u1ee5ng c\u1ee7a Python c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0: x\u00e2y d\u1ef1ng website, x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m, v\u00e0 kh\u00f4ng th\u1ec3 kh\u00f4ng k\u1ec3 t\u1edbi \u1ee9ng d\u1ee5ng trong t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng. M\u1ed9t trong nh\u1eefng l\u1ee3i [&hellip;]<\/p>\n","protected":false},"featured_media":9990,"template":"","cate_course":[14],"class_list":["post-9989","course","type-course","status-publish","has-post-thumbnail","hentry","cate_course-khoa-hoc-ngan-han"],"acf":[],"_links":{"self":[{"href":"https:\/\/depocen.org\/vi\/wp-json\/wp\/v2\/course\/9989","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/depocen.org\/vi\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/depocen.org\/vi\/wp-json\/wp\/v2\/types\/course"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/depocen.org\/vi\/wp-json\/wp\/v2\/media\/9990"}],"wp:attachment":[{"href":"https:\/\/depocen.org\/vi\/wp-json\/wp\/v2\/media?parent=9989"}],"wp:term":[{"taxonomy":"cate_course","embeddable":true,"href":"https:\/\/depocen.org\/vi\/wp-json\/wp\/v2\/cate_course?post=9989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}