{"id":28682,"date":"2022-03-04T16:51:47","date_gmt":"2022-03-04T08:51:47","guid":{"rendered":"http:\/\/140.115.77.249\/?p=28682"},"modified":"2025-04-22T12:46:42","modified_gmt":"2025-04-22T04:46:42","slug":"python-student-team","status":"publish","type":"post","link":"https:\/\/erp.mgt.ncu.edu.tw\/en\/python-student-team\/","title":{"rendered":"Python Student Team"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"28682\" class=\"elementor elementor-28682\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2eaad0a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2eaad0a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d8070c8\" data-id=\"d8070c8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-87cb871 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87cb871\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-af7803f\" data-id=\"af7803f\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0382413 elementor-widget elementor-widget-heading\" data-id=\"0382413\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Established Goals<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-056afb3 elementor-widget elementor-widget-text-editor\" data-id=\"056afb3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<ul><li>\u7814\u7a76\u578b\u5718\u968a\uff0c\u63d0\u4f9b\u6559\u6750\u8cc7\u6e90\uff0c\u8b93\u5b78\u54e1\u80fd\u81ea\u4e3b\u6027\u7814\u7a76\u4e26\u548c\u5176\u4ed6\u5718\u54e1\u8a0e\u8ad6<\/li><li>\u900f\u904ePython\u5de5\u5177\u8a13\u7df4\u5b78\u751f\u8cc7\u6599\u5206\u6790\u57fa\u672c\u80fd\u529b\u3001\u5b78\u7fd2\u8cc7\u6599\u79d1\u5b78\u76f8\u95dc\u77e5\u8b58\u3002<\/li><\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-551e82a elementor-widget elementor-widget-heading\" data-id=\"551e82a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Team Features<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-973c940 elementor-widget elementor-widget-text-editor\" data-id=\"973c940\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<ul><li>\u672c\u793e\u5718\u63a1\u5b78\u9577\u59d0\u50b3\u627f\u7684\u65b9\u5f0f\uff0c\u4e3b\u8981\u6559\u5b78\u7531\u5b78\u9577\u59d0\u8ca0\u8cac\uff0c\u4f01\u696d\u8cc7\u6e90\u898f\u5283\u66a8\u5927\u6578\u64da\u5206\u6790\u4e2d\u5fc3(\u4ee5\u4e0b\u7c21\u7a31ERP\u4e2d\u5fc3)\u5354\u52a9\u898f\u5283\u3002<\/li><li>Python\u5718\u968a\u6574\u9ad4\u8ab2\u7a0b\u898f\u5283\u5305\u542b\u5b8c\u6574\u7684\u8cc7\u6599\u5206\u6790\u6b65\u9a5f\uff1a\u8cc7\u6599\u6536\u96c6\u3001\u8cc7\u6599\u6574\u7406\u3001\u8cc7\u6599\u5206\u6790\u3001\u8cc7\u6599\u8996\u89ba\u5316\u3002<\/li><li>\u4fee\u8ab2\u671f\u6eff\u6642\uff0c\u7b26\u5408\u6a19\u6e96\u53ef\u53d6\u5f97ERP\u4e2d\u5fc3\u958b\u7acb\u4e4b\u6280\u80fd\u6838\u5b9a\u8b49\u66f8<\/li><li>\u64d4\u4efb\u8b1b\u5e2b\uff0c\u9a57\u6536\u81ea\u6211\u524d\u4e00\u5e74\u7684\u5b78\u7fd2\u6210\u679c<\/li><\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d07304c elementor-widget elementor-widget-heading\" data-id=\"d07304c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Course Outline<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92ccbb6 elementor-widget elementor-widget-text-editor\" data-id=\"92ccbb6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<ul>\n<li><strong>\u8cc7\u6599\u722c\u87f2\u200c<\/strong>\n<ul>\n<li>HTML+CSS<br>\u9996\u5148\u8a8d\u8b58\u7db2\u9801\u67b6\u69cb\u7d44\u6210\uff0c\u5be6\u969b\u88fd\u4f5c\u7c21\u55ae\u7db2\u9801\uff0c\u4e86\u89e3\u57fa\u790eHTML\u6587\u672c\u89e3\u6790\u4e00\u4e9b\u5e38\u898b\u7684\u5143\u7d20\uff0c\u63d0\u53d6\u4e00\u4e9b\u95dc\u9375\u7684\u4fe1\u606f\u4ee5\u5229\u5f8c\u7e8c\u722c\u87f2\u8655\u7406\u3002<\/li>\n<li>Web Crawler<br>\u5728web crawler\u8ab2\u7a0b\u88e1\uff0c\u4f60\u5c07\u9818\u7565\u5230\u5982\u4f55\u901a\u904ePython\u4ee3\u78bc\u5f9e\u7db2\u8def\u4e0a\u7372\u53d6\u6709\u8da3\u7684\u6578\u64da\uff0c\u4e26\u900f\u904e\u5be6\u6230\u7df4\u7fd2\uff0c\u5e36\u4f60\u5b78\u6703\u722c\u53d6\u7db2\u9801\u6587\u5b57\u8cc7\u6599\u4e26\u89e3\u6790\u5176\u7d50\u69cb\u8207\u5167\u5bb9\uff0c\u518d\u904b\u7528\u7c21\u55ae\u7684\u8cc7\u6599\u8996\u89ba\u5316\u8207\u8cc7\u6599\u5206\u6790\uff0c\u5be6\u969b\u4e86\u89e3\u8cc7\u6599\u5206\u6790\u7684\u6b77\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8cc7\u6599\u6e05\u7406\u200c<\/strong>\n<ul>\n<li>Basic Python<br>Python \u662f\u76ee\u524d\u8cc7\u6599\u8655\u7406\u7684\u4e3b\u6d41\u8a9e\u8a00\u4e4b\u4e00\uff0c\u56e0\u6b64\u662f\u672c\u5718\u968a\u7684\u6838\u5fc3\u91cd\u9ede\u4e4b\u4e00\u3002<br>\u672c\u968e\u6bb5\u5c07\u6703\u6559\u60a8\u57fa\u672c\u7684 python \u908f\u8f2f\u53ca\u898f\u5247\uff0c\u4ee5\u929c\u63a5\u5f8c\u7e8c\u7684\u5167\u5bb9\u3002<br>\u9810\u8a08 4 \u5802\u8ab2\u7d04 12 \u5c0f\u6642\u7531\u6dfa\u5165\u6df1\uff0c\u8b93\u5b8c\u5168\u6c92\u6709\u7a0b\u5f0f\u57fa\u790e\u7684\u521d\u5b78\u8005\u4e5f\u80fd\u638c\u63e1\u4e00\u9580\u91cd\u8981\u7684\u7a0b\u5f0f\u8a9e\u8a00\u3002<\/li>\n<li>Data Clean<br>\u5982\u4f55\u5728\u6709\u9650\u7684\u8cc7\u6e90\u8207\u6642\u9593\u4e0b\uff0c\u9032\u884c\u6709\u6548\u7684\u8cc7\u6599\u63a2\u52d8\uff0c\u9996\u5148\u5fc5\u9808\u505a\u8cc7\u6599\u524d\u8655\u7406\uff0c\u8cc7\u6599\u63a2\u52d8\u6a21\u578b\u624d\u6703\u6e96\u78ba\uff0c\u9032\u800c\u63d0\u9ad8\u8cc7\u6599\u63a2\u52d8\u7d50\u679c\u7684\u6b63\u78ba\u6027\u3002\u672c\u968e\u6bb5\u8ab2\u7a0b\u6559\u6388\u4f60\u5982\u4f55\u4f7f\u7528Python\u51fd\u5f0f\u5eab\u63d0\u4f9b\u7684Numpy\u3001Pandas\u3001Matplotlib\u7b49\u5957\u4ef6\uff0c\u5b78\u6703\u5feb\u901f\u6e05\u7406\u8cc7\u6599\uff0c\u5960\u5b9a\u6a5f\u5668\u5b78\u7fd2\u7684\u5fc5\u5099\u6280\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8cc7\u6599\u5206\u6790\u200c<\/strong>\n<ul>\n<li>Scikit-learn<br>Scikit-learn \u662fPython\u7576\u4e2d\u6240\u6703\u4f7f\u7528\u7684\u514d\u8cbb\u6a5f\u5668\u5b78\u7fd2\u7a0b\u5f0f\u5eab\u3002<br>\u5176\u4e2d\u542b\u6709\u5206\u985e( Classification\uff09\u3001\u56de\u6b78\uff08Regression\uff09\u3001\u5206\u7fa4\uff08Clustering\uff09\u6f14\u7b97\u6cd5\u5982\u652f\u63f4\u5411\u91cf\u6a5f(SVM)\u3001\u96a8\u6a5f\u68ee\u6797(Random forests)\u3001k-means\u7b49\u65b9\u6cd5\u3002<br>\u672c\u7bc0\u5c07\u6703\u8207\u5927\u5bb6\u8a0e\u8ad6\u6709\u95dc\u65bc\u57fa\u672c\u7684\u6a5f\u5668\u5b78\u7fd2\u76f8\u95dc\u7406\u8ad6\uff0c\u4e26\u4e14\u4f7f\u7528\u5230Sklearn\u7576\u4e2d\u7684\u6f14\u7b97\u6cd5\u5c07\u524d\u7ae0\u7528Pandas\u7b49\u5957\u4ef6\u6240\u6574\u7406\u51fa\u4f86\u7684\u4e7e\u6de8\u8cc7\u6599\u9032\u884c\u5206\u6790\u3001\u9810\u6e2c\u3002\u6700\u5f8c\u5c07\u4f7f\u7528\u9810\u6e2c\u7d50\u679c\u63a8\u65b7\u51fa\u53ef\u80fd\u767c\u751f\u7684\u6545\u4e8b\u8207\u5be6\u969b\u61c9\u7528\u4e4b\u65b9\u6cd5\u3002<\/li>\n<li>Tensorflow<br>TensorFlow\u70ba\u4e00\u500b\u958b\u6e90\u8edf\u9ad4\u5eab\uff0c\u7528\u65bc\u5404\u7a2e\u611f\u77e5\u8207\u8a9e\u8a00\u7406\u89e3\u4efb\u52d9\u7684\u6a5f\u5668\u5b78\u7fd2\uff0c\u591a\u70ba\u696d\u754c\u6240\u4f7f\u7528\u3002<br>\u672c\u968e\u6bb5\u8ab2\u7a0b\u5c07\u6559\u6388\u6df1\u5ea6\u5b78\u7fd2(deep learning)\u57fa\u790e\u6982\u5ff5\uff0c\u4e26\u4ecb\u7d39\u6700\u8fd1\u7576\u7d05\u7684\u5377\u7a4d\u795e\u7d93\u7db2\u8def(CNN)\u548c\u905e\u8ff4\u795e\u7d93\u7db2\u8def(RNN)\u6982\u5ff5\uff0c\u4e26\u5229\u7528TensorFlow\u642d\u914dkeras\u5957\u4ef6\u5be6\u4f5c\u5716\u50cf\u8fa8\u8b58\u8207\u60c5\u611f\u5206\u6790\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8cc7\u6599\u8996\u89ba\u5316\u200c<\/strong>\n<ul>\n<li>Matplotlib<br>Matplotlib\u61c9\u7528\u65bc\u5168\u4e16\u754c\u7684\u8cc7\u6599\u79d1\u5b78\u548c\u6a5f\u5668\u5b78\u7fd2\u8996\u89ba\u5316\uff0c\u540c\u6642\u4e5f\u662f\u7d93\u5178\u7684Python\u8996\u89ba\u5316\u5957\u4ef6\u3002<br>\u8ab2\u7a0b\u5c07\u8457\u91cd\u65bcMatplotlib\u7684\u5169\u500b\u7d93\u5178\u6a21\u7d44\uff1aPylab\u8207Pyplot\uff0c\u5e6b\u52a9\u89c0\u5bdf\u8cc7\u6599\u7684\u8d70\u5411\u6216\u8005\u76f8\u95dc\u5ea6\u3002<\/li>\n<li>Seaborn<br>Seaborn\u662f\u57fa\u65bcPython\u4e14\u975e\u5e38\u53d7\u6b61\u8fce\u7684\u8996\u89ba\u5316\u5957\u4ef6\uff0c\u5728Matplotlib\u7684\u57fa\u790e\u4e0a\uff0c\u9032\u884c\u4e86\u66f4\u9ad8\u7d1a\u7684\u5c01\u88dd\uff0c\u4f7f\u5f97\u4f5c\u5716\u66f4\u52a0\u65b9\u4fbf\u5feb\u6377\uff0c\u65b9\u4fbf\u505a\u51fa\u5177\u6709\u5206\u6790\u50f9\u503c\u800c\u53c8\u5341\u5206\u7f8e\u89c0\u7684\u5716\u5f62\u3002<br>\u8ab2\u7a0b\u76ee\u7684\u5728\u65bc\u5c07\u4e0a\u6bb5\u8ab2\u7a0b\u5206\u6790\u7684\u8cc7\u6599\u8207\u7d50\u679c\u53bb\u505a\u8996\u89ba\u5316\u4e92\u52d5\u7684\u5448\u73fe\uff0c\u4ee5\u53ca\u66f4\u591a\u52a0\u503c\u578b\u7684\u61c9\u7528<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-19192a6\" data-id=\"19192a6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a570d8 elementor-widget elementor-widget-sidebar\" data-id=\"5a570d8\" data-element_type=\"widget\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:170,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0}\" data-widget_type=\"sidebar.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"ocean_recent_posts-5\" class=\"footer-widget widget-oceanwp-recent-posts recent-posts-widget clr\"><h1 class=\"widget-title\">Other Teams<\/h1>\r\n\t\t\t\t<ul class=\"oceanwp-recent-posts clr\">\r\n\r\n\t\t\t\t\t\r\n\t\t\t\t\t\t\t<li class=\"clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/ga-student-team\/\" title=\"GA Student Team\" class=\"recent-posts-thumbnail\">\r\n\t\t\t\t\t\t\t\t\t\t<img width=\"150\" height=\"150\" src=\"https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GA-Logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image\" alt=\"GA\u8996\u89ba\u5316\u7d44\" loading=\"lazy\" itemprop=\"image\" srcset=\"https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GA-Logo-150x150.png 150w, https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GA-Logo.png 300w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<span class=\"overlay\"><\/span>\r\n\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<div class=\"recent-posts-details clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-details-inner clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/ga-student-team\/\" class=\"recent-posts-title\">GA Student Team<\/a>\r\n\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-info clr\">\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-date\">2022.03.19<span class=\"sep\">\/<\/span><\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-comments\"><a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/ga-student-team\/#respond\">0 Comments<\/a><\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/li>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<li class=\"clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/gcp-machine-learning-student-team\/\" title=\"GCP Machine Learning Student Team\" class=\"recent-posts-thumbnail\">\r\n\t\t\t\t\t\t\t\t\t\t<img width=\"150\" height=\"150\" src=\"https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GCP-Logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image\" alt=\"\u96f2\u7aef\u6a5f\u5668\u5b78\u7fd2\u7d44\" loading=\"lazy\" itemprop=\"image\" srcset=\"https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GCP-Logo-150x150.png 150w, https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GCP-Logo-12x12.png 12w, https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/GCP-Logo.png 256w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<span class=\"overlay\"><\/span>\r\n\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<div class=\"recent-posts-details clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-details-inner clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/gcp-machine-learning-student-team\/\" class=\"recent-posts-title\">GCP Machine Learning Student Team<\/a>\r\n\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-info clr\">\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-date\">2022.03.19<span class=\"sep\">\/<\/span><\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-comments\"><a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/gcp-machine-learning-student-team\/#respond\">0 Comments<\/a><\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/li>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<li class=\"clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/r-student-team\/\" title=\"R Student Team\" class=\"recent-posts-thumbnail\">\r\n\t\t\t\t\t\t\t\t\t\t<img width=\"150\" height=\"150\" src=\"https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/R-Logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image\" alt=\"R\u8a9e\u8a00\u7d44\" loading=\"lazy\" itemprop=\"image\" srcset=\"https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/R-Logo-150x150.png 150w, https:\/\/erp.mgt.ncu.edu.tw\/wp-content\/uploads\/2022\/03\/R-Logo.png 300w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<span class=\"overlay\"><\/span>\r\n\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<div class=\"recent-posts-details clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-details-inner clr\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/r-student-team\/\" class=\"recent-posts-title\">R Student Team<\/a>\r\n\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-info clr\">\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-date\">2022.03.05<span class=\"sep\">\/<\/span><\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"recent-posts-comments\"><a href=\"https:\/\/erp.mgt.ncu.edu.tw\/en\/r-student-team\/#respond\">0 Comments<\/a><\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/li>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\r\n\t\t\t\t<\/ul>\r\n\r\n\t\t\t\t\r\n\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u6210\u7acb\u76ee\u6a19 \u7814\u7a76\u578b\u5718\u968a\uff0c\u63d0\u4f9b\u6559\u6750\u8cc7\u6e90\uff0c\u8b93\u5b78\u54e1\u80fd\u81ea\u4e3b\u6027\u7814\u7a76\u4e26\u548c\u5176\u4ed6\u5718\u54e1\u8a0e\u8ad6 \u900f\u904ePython\u5de5\u5177\u8a13\u7df4\u5b78\u751f\u8cc7\u6599\u5206\u6790\u57fa [&hellip;]<\/p>","protected":false},"author":1,"featured_media":30292,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":[],"categories":[131],"tags":[],"_links":{"self":[{"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/posts\/28682"}],"collection":[{"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/comments?post=28682"}],"version-history":[{"count":85,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/posts\/28682\/revisions"}],"predecessor-version":[{"id":41541,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/posts\/28682\/revisions\/41541"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/media\/30292"}],"wp:attachment":[{"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/media?parent=28682"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/categories?post=28682"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/erp.mgt.ncu.edu.tw\/en\/wp-json\/wp\/v2\/tags?post=28682"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}