{"id":29587,"date":"2022-09-15T14:35:32","date_gmt":"2022-09-15T06:35:32","guid":{"rendered":"https:\/\/ocw.nycu.edu.tw\/?post_type=course_page&#038;p=29587"},"modified":"2024-11-18T10:22:57","modified_gmt":"2024-11-18T02:22:57","slug":"analysis-of-big-data-department-of-applied-mathematics-prof-yuh-jye-lee","status":"publish","type":"course_page","link":"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-science\/department-of-applied-mathematics\/analysis-of-big-data-department-of-applied-mathematics-prof-yuh-jye-lee","title":{"rendered":"Analysis Of Big Data | Department of Applied Mathematics Prof. Yuh-Jye Lee"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"29587\" class=\"elementor elementor-29587\">\n\t\t\t\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-90a0113 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"90a0113\" 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<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-78bf394\" data-id=\"78bf394\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-20 elementor-section elementor-top-section elementor-element elementor-element-0025485 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0025485\" 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<div class=\"penci-ercol-50 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0446ed9\" data-id=\"0446ed9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f5840a elementor-widget elementor-widget-penci-info-box\" data-id=\"2f5840a\" data-element_type=\"widget\" data-widget_type=\"penci-info-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"penci_info_box_31959\" class=\"penci-block-vc penci-info-box penci-ibox-float-left penci-view-default penci-shape-circle\">\r\n\t\t\t<div class=\"penci-ibox-inner\">\r\n\t\t\t\t\t\t\t\t<div class=\"penci-ibox-icon penci-ibox-icon--icon penci-icon penci-tibox-text\"><span class=\"penci-ibox-icon-fa\"><\/span><\/div>\t\t\t\t<div class=\"penci-ibox-content-wrap\">\r\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"penci-ibox-title\">Analysis Of Big Data<\/h3>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6381f4 elementor-widget elementor-widget-eael-adv-tabs\" data-id=\"c6381f4\" data-element_type=\"widget\" data-widget_type=\"eael-adv-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div id=\"eael-advance-tabs-c6381f4\" class=\"eael-advance-tabs eael-tabs-horizontal eael-tab-auto-active\" data-tabid=\"c6381f4\">\n            <div class=\"eael-tabs-nav\">\n                <ul class=\"eael-tab-inline-icon\">\n                                            <li id=\"home\" class=\"active-default eael-tab-item-trigger\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"home-tab\" aria-expanded=\"false\">\n                            \n                                                                <svg class=\"e-font-icon-svg e-fas-home\" 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font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a0Department of Applied Mathematics Prof. Yuh-Jye Lee <\/span><\/span><\/span><\/td>\n<\/tr>\n<tr>\n<th style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\">Course Credits<\/th>\n<td class=\"text\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a00\u00a0Credits<\/span><\/span><\/span><\/td>\n<\/tr>\n<tr>\n<th class=\"text\" style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\">Academic Year<\/th>\n<td class=\"text\" bgcolor=\"#EEEEEE\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a0106 Academic 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href=\"\/?post_type=course_page&amp;p=29601&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-3 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u7c21\u4ecb Introduction Of Big Data(1\/2)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33715&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-4 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u7c21\u4ecb Introduction Of Big Data(2\/2)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33721&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-5 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Anomaly Detection &amp; Distributed \/ Hierarchical Framework<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33727&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">A Brief Introduction to Machine Learning<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33733&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Anomaly Detection &amp; Distributed \/ Hierarchical Framework<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33739&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-8 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Discussion : Security and Privacy Conclusion Remark<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33745&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-9 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Introduction to Machine Learning (Artificial Intelligence)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33751&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-10 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Three Fundamental Algorithms(1\/2)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33757&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-11 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Three Fundamental Algorithms(2\/2)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33763&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-12 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Support Vector Machines<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33769&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-13 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Evaluation<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33775&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-14 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">The Evolution Of Data Architecture<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33790&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-15 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">The Evolution Of Data Architecture \u2013 Scale out<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33796&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-16 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">The Evolution Of Data Architecture \u2013 Hadoop<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33804&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-17 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">The Evolution Of Data Architecture \u2013 Use Case<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33810&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-18 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">The Evolution Of Data Architecture \u2013 Future<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33816&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-19 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Spark Core<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33832&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-20 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Spark SQL<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33839&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-21 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Spark Streaming<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33845&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-22 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Spark Mllib<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33851&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-23 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Spark\u7d44\u6210\u539f\u4ef6\u8207\u61c9\u7528\u9818\u57df\u7c21\u4ecb(1\/2)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33861&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-24 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Spark\u7d44\u6210\u539f\u4ef6\u8207\u61c9\u7528\u9818\u57df\u7c21\u4ecb(2\/2)<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33867&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-25 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Python\u8207 Spark \u5b89\u88dd<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33873&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-26 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">DataBrick Community Edition<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33879&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-27 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Python Open() and CSV Module<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33885\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-28 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Python Numpy<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33892&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-29 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Python Matplotlib<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33897&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-30 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Python Pandas<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33903&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-31 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">AirBox Application - Data Visualization<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33911\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-32 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">AirBox Application - Clustering<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=33918&amp;lang=en\">Watch Online<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\u00a0<\/p>\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"syllabus-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"syllabus-tab\">\n\t\t\t\t        \t\t\t\t\t        <p class=\"title\"><strong>\u8ab2\u7a0b\u7ae0\u7bc0<\/strong><\/p><p>\u00a0<\/p><table border=\"1\" cellspacing=\"0\"><tbody><tr class=\"stitle\"><td bgcolor=\"#e4d8b0\"><strong> \u7ae0\u7bc0<\/strong><\/td><td bgcolor=\"#e4d8b0\"><strong> \u7ae0\u7bc0\u5167\u5bb9<\/strong><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u2500\u5165\u9580\u7bc7<br \/>\u8b1b\u8005\uff1a\u838a\u5049\u7cfe\u5148\u751f<\/span><\/td><td style=\"padding: 5px;\"><span class=\"text\">The Evolation of Data Archtecture<br \/>1. \u7c21\u4ecb<br \/>2. Scale out<br \/>3. Hadoop<br \/>4. Use Case<br \/>5. Future<\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u2500\u7cfb\u7d71\u7bc7<\/span><br \/><span class=\"text\">\u8b1b\u8005\uff1a\u838a\u5049\u7cfe\u5148\u751f<\/span><\/td><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">1. Hadoop\u7c21\u4ecb\u8207\u74b0\u5883\u5efa\u7f6e<br \/>2. Hadoop\u5be6\u52d9\u64cd\u4f5c<br \/>3. ELK stack\u7c21\u4ecb\u8207\u74b0\u5883\u5efa\u7f6e<br \/>4. ELK stack\u5be6\u52d9\u64cd\u4f5c<br \/>5. Spark\u7c21\u4ecb\u8207\u74b0\u5883\u5efa\u7f6e<br \/>6. Spark\u5be6\u52d9\u64cd\u4f5c<\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u2500\u8cc7\u6599\u6574\u5408\u8207\u8655\u7406\u7bc7<br \/>\u8b1b\u8005\uff1a\u838a\u5049\u7cfe\u5148\u751f<br \/><\/span><\/td><td style=\"padding: 5px;\"><span class=\"text\">1. NoSQL\u8cc7\u6599\u5eab\u4ecb\u7d39<br \/>2. \u8cc7\u6599\u805a\u5408<br \/>3. \u8cc7\u6599\u6846\u67b6<br \/>4. Splunk\u7c21\u4ecb\u8207\u5b89\u88dd<br \/>5. Splunk\u5be6\u52d9\u64cd\u4f5c<\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u2500\u5206\u6790\u5de5\u5177\u7bc7<br \/>\u8b1b\u8005\uff1a\u694a\u7acb\u5049\u5148\u751f<br \/><\/span><\/td><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">1. Spark Core<br \/>2. Spark SQL<br \/>3. Spark Streaming<br \/>4. Spark MLlib<\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><p class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u2500\u5be6\u52d9\u64cd\u4f5c\u7bc7<br \/>\u8b1b\u8005\uff1a\u694a\u7acb\u5049\u5148\u751f<\/p><\/td><td style=\"padding: 5px;\"><span class=\"text\">1. \u5de8\u91cf\u8cc7\u6599\u5206\u985e\u554f\u984c<br \/>2. \u5de8\u91cf\u8cc7\u6599\u8ff4\u6b78\u554f\u984c<br \/>3. \u5de8\u91cf\u8cc7\u6599\u5206\u7fa4\u554f\u984c<br \/>4.<br \/>\u5de8\u91cf\u8cc7\u6599\u7dad\u5ea6\u7e2e\u6e1b\u554f\u984c<\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u2500\u5c08\u5bb6\u8a2a\u8ac7\u7bc7<\/span><\/td><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\">\u00a0<\/td><\/tr><\/tbody><\/table><p>\u00a0<\/p>\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"calendar-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"calendar-tab\">\n\t\t\t\t        \t\t\t\t\t        <p><strong class=\"title\">\u8ab2\u7a0b\u8b1b\u7fa9 Course Handout<\/strong><\/p><table border=\"1\" cellspacing=\"0\"><tbody><tr class=\"stitle\"><td bgcolor=\"#e4d8b0\"><strong> \u55ae\u5143\u4e3b\u984c\uff08Subject\uff09<\/strong><\/td><td bgcolor=\"#e4d8b0\"><strong> \u5b57\u5e55<br \/>(Chinese Transcript)<\/strong><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u8ab2\u7a0b\u4ecb\u7d39<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1cPTERp1RLuiAwxXykiyGe_K-n2o80WZf\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u7c21\u4ecbIntroduction Of Big Data(1\/2)<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1ugMQ_FmuE9MJYrENqP8Hz8BwTVXQF1iM\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u7c21\u4ecbIntroduction Of Big Data(2\/2)<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1BAypD8YxlQkYku06ZVzZhpxgvqm1vGwv\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Anomaly Detection &amp; Distributed \/ Hierarchical Framework<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1I-QFdsttC9vblje7wNLq1HZXbaqCGCyU\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-A Brief Introduction to Machine Learning<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1kG1DTWd5GNVxgdCQqfdLXe3vl_mIB4I8\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Anomaly Detection &amp; Distributed \/ Hierarchical Framework<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1KBU0PoPomFIdMIti5ziqIozxGE9gCjYg\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Discussion : Security and Privacy Conclusion Remark<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1wJxf9DUhYcRFP_wLQSKp5qGcKoR0ogLN\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">Introduction to Machine Learning (Artificial Intelligence)<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1bAHgYfLYspQc1mn3s4rGo5B-XFBaRokb\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Three Fundamental Algorithms(1\/2)<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/13cG6U6Bhpe_1KAsWJLlEVUJXQZhTFnBi\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Three Fundamental Algorithms(2\/2)<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/11sn1LzKtqFUd5luFWXDS6uJDxLNU-hTV\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Support Vector Machines<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1ixJ-zdv8iN3Cv3pzWDHtIVLDOBIHLKAQ\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Evaluation<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1Atblm96UBVehWng2HxEsGL_rJggqKp7d\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">The Evolution Of Data Architecture<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1oWlMim5Of29ga0cyrGp9m-ahvwaikVeI\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Scale out<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1LRVFH_vkl1q6efm4QVTFSKpjf3foFlSb\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Hadoop<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1j1RgbCfXVtZK-jjYIENY7Crr05m1B3La\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Use Case<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/17bZMEN4vKhzofAnif57qCsR0jUYBkJ-N\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Future<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1Z-Q2Pgxwgqmd5GNxtKgQCTrGvAnFjCzu\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Spark Core<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1tUxlGHvTEeI6GxGP11WIqgkZq3VhLF-E\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Spark SQL<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1edwI1tRYXm2D7c7jfu5OA9PRUzfz3aIx\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Spark Streaming<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1rBSUIMzmUYxfOLWQyfurlwFHe-VziOqB\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Spark MLlib<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/video.ocw.nycu.edu.tw\/pub\/sta001\/handout\/Normal%20Distribution.pdf\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Spark Core<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1RpPL_nGtJvFKmAGL2TpWhP9uXwn_zYX6\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Spark\u7d44\u6210\u539f\u4ef6\u8207\u61c9\u7528\u9818\u57df\u7c21\u4ecb(1\/2)<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1JlQy8NQ9oKVJIfYPjbQEBNg1qIeGU4OG\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Spark\u7d44\u6210\u539f\u4ef6\u8207\u61c9\u7528\u9818\u57df\u7c21\u4ecb(2\/2)<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1OpAtp2iCl4yoN4n28B0pYZufDoBPKV9T\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Python \u8207Spark \u5b89\u88dd<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1x_uG6PvEH4I8sx6SgtEgB6ps0ys-B8SS\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-DataBrick Community Edition<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1luUZ5uuJOjH4pqZWu1IbcXrDSzTePpZ3\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Python Open() and CSV Module<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1hILCqjba5fuxPeNUvsgaDcHYyNnZv9qt\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Python Numpy<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1X9RYeE95ed48mw8I9JSDrohWknhwYbZW\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-Python Matplotlib<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1ROPsAa8gZBHGVqCj96GhrVa2GecSnXli\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-Python Pandas<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1chU4A6SQKdY0iCUeEksThPQ1QoJrYBdj\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-AirBox Application - Data Visualization<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1T6cC7IFNnYlm2z6IzFHDE4uM5VeniqgD\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\" bgcolor=\"#f2f2ec\"><span class=\"text\">-AirBox Application - Clustering<\/span><\/td><td style=\"padding: 5px; text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1D64IZQvlvj5QwbgoKqY4d6lZbdKyakSm\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><tr><td style=\"padding: 5px;\"><span class=\"text\">-AirBox Application - Forecast by Regression<\/span><\/td><td style=\"padding: 5px; text-align: center;\"><span class=\"text\"><a href=\"https:\/\/drive.google.com\/file\/d\/1MnEniHmQ0CGBhjI6ulqVdE_Fn-owE6PQ\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">CH SUB<\/a><\/span><\/td><\/tr><\/tbody><\/table>\t\t\t\t                            <\/div>\n\t\t                    <\/div>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7723a8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d7723a8\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.3 - 28-05-2023 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ajax-mega-menu menu-item-5377\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-engineering\" class=\"elementor-item\">College of Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5376\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-electrical-and-computer-engineering\" class=\"elementor-item\">College of Electrical and Computer Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5380\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-management\" class=\"elementor-item\">College of Management<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5375\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-computer-science\" class=\"elementor-item\">College of Computer Science<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5374\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-biological-science-and-technology\" class=\"elementor-item\">College of Engineering Bioscience<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5379\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-humanities-and-social-sciences\" class=\"elementor-item\">College of Humanities Arts and Social Sciences<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5378\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-hakka-affair-culture\" class=\"elementor-item\">College of Hakka Affair Culture<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118070\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/school-of-law\" class=\"elementor-item\">School of Law<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118069\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/school-of-nursing-2\" class=\"elementor-item\">School of Nursing<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118071\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-photonics\" class=\"elementor-item\">College of Photonics<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-125874\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-biomedical-science-and-engineering\" class=\"elementor-item\">College of Biomedical Science and Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-132738\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-life-sciences-en\" class=\"elementor-item\">College of Life Sciences<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-141797\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/colege-of-medicine-en\" class=\"elementor-item\">College of Medicine<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118072\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/course-of-chinese-center\" class=\"elementor-item\">Course of Chinese Center<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-120431\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/liberal-arts-college\" class=\"elementor-item\">Forum Of Liberal Arts<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-123746\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/speech-of-general-education-center\" class=\"elementor-item\">Contemporary Civilization<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-128240\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/reading-of-classic-masterpiece\" class=\"elementor-item\">Reading of Classic Masterpiece<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-123745\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/course-of-general-education-center-2\" class=\"elementor-item\">Course of General Education Center<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"\u9078\u55ae\u5207\u63db\" aria-expanded=\"false\">\n\t\t\t<svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 708H104C71 708 42 737 42 771S71 833 104 833Z\"><\/path><\/svg><svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close e-font-icon-svg e-eicon-close\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M742 167L500 408 258 167C246 154 233 150 217 150 196 150 179 158 167 167 154 179 150 196 150 212 150 229 154 242 171 254L408 500 167 742C138 771 138 800 167 829 196 858 225 858 254 829L496 587 738 829C750 842 767 846 783 846 800 846 817 842 829 829 842 817 846 804 846 783 846 767 842 750 829 737L588 500 833 258C863 229 863 200 833 171 804 137 775 137 742 167Z\"><\/path><\/svg>\t\t\t<span class=\"elementor-screen-only\">\u9078\u55ae<\/span>\n\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-cbc0fae\" class=\"elementor-nav-menu sm-vertical\"><li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-121577\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/self-learning-courses-for-high-school-students\" class=\"elementor-item\" tabindex=\"-1\">Self-learning courses for high school students<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-121578\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/pre-university-courses\" class=\"elementor-item\" tabindex=\"-1\">Pre-University Courses<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5381\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-science\" class=\"elementor-item\" tabindex=\"-1\">College of Science<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5377\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-engineering\" class=\"elementor-item\" tabindex=\"-1\">College of Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5376\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-electrical-and-computer-engineering\" class=\"elementor-item\" tabindex=\"-1\">College of Electrical and Computer Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5380\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-management\" class=\"elementor-item\" tabindex=\"-1\">College of Management<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5375\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-computer-science\" class=\"elementor-item\" tabindex=\"-1\">College of Computer Science<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5374\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-biological-science-and-technology\" class=\"elementor-item\" tabindex=\"-1\">College of Engineering Bioscience<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5379\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-humanities-and-social-sciences\" class=\"elementor-item\" tabindex=\"-1\">College of Humanities Arts and Social Sciences<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-5378\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-hakka-affair-culture\" class=\"elementor-item\" tabindex=\"-1\">College of Hakka Affair Culture<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118070\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/school-of-law\" class=\"elementor-item\" tabindex=\"-1\">School of Law<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118069\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/school-of-nursing-2\" class=\"elementor-item\" tabindex=\"-1\">School of Nursing<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118071\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-photonics\" class=\"elementor-item\" tabindex=\"-1\">College of Photonics<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-125874\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-biomedical-science-and-engineering\" class=\"elementor-item\" tabindex=\"-1\">College of Biomedical Science and Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-132738\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-life-sciences-en\" class=\"elementor-item\" tabindex=\"-1\">College of Life Sciences<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-141797\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/colege-of-medicine-en\" class=\"elementor-item\" tabindex=\"-1\">College of Medicine<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118072\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/course-of-chinese-center\" class=\"elementor-item\" tabindex=\"-1\">Course of Chinese Center<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-120431\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/liberal-arts-college\" class=\"elementor-item\" tabindex=\"-1\">Forum Of Liberal Arts<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-123746\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/speech-of-general-education-center\" class=\"elementor-item\" tabindex=\"-1\">Contemporary Civilization<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-128240\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/reading-of-classic-masterpiece\" class=\"elementor-item\" tabindex=\"-1\">Reading of Classic Masterpiece<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-123745\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/course-of-general-education-center-2\" class=\"elementor-item\" tabindex=\"-1\">Course of General Education Center<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Analysis Of 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