{"id":23,"date":"2025-01-05T17:33:08","date_gmt":"2025-01-06T01:33:08","guid":{"rendered":"https:\/\/labs.wsu.edu\/xiongzhichen\/?page_id=23"},"modified":"2026-04-21T10:50:40","modified_gmt":"2026-04-21T17:50:40","slug":"teaching","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/xiongzhichen\/teaching\/","title":{"rendered":"Teaching"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Teaching<\/h1>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>If you cannot solve the proposed problem\u2026try to solve first some related problem.<\/p>\n<cite>George P\u00f3lya<\/cite><\/blockquote>\n\n\n\n<p class=\" wsu-font-size--large\">I mainly teach courses for data analytics and on statistical learning. But if needed, I can teach courses in statistics, linear algebra, analysis, probability, stochastic process, topology, and geometry.<\/p>\n\n\n\n<p>I regularly teach the following undergraduate courses for WSU Data Analytics undergraduate degree\/program:<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/xiongzhichen.github.io\/Stat437\/stat437.html\"><strong>Stat\/Data 437<\/strong> &#8220;<strong>High Dimensional Data Learning and Visualization<\/strong>&#8220;<\/a> (Please click on the link; lecture notes are hosted on Github)<\/li>\n\n\n\n<li><a href=\"https:\/\/xiongzhichen.github.io\/Stat435\/stat435.html\"><strong>Stat\/Data 435<\/strong> &#8220;<strong>Statistical Modeling for Data Analytics<\/strong>&#8220;<\/a> (Please click on the link; lecture notes are hosted on Github)<\/li>\n<\/ul>\n\n\n\n<p>I also regularly teach the following graduate course <strong>Stat 577<\/strong> &#8220;<strong>Statistical Learning Theory<\/strong>&#8221; for WSU PhD in Statistics program. Here are the main lecture notes:<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/03\/LectureSlides1.pdf\" data-type=\"URL\" data-id=\"https:\/\/wpcdn.web.wsu.edu\/wp-cas\/uploads\/sites\/3473\/2025\/01\/LectureNotes1a_notes.pdf\">Lecture Notes 1 (pdf file)<\/a>  ; <a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/03\/LectureSlides2.pdf\">Lecture Notes 2 (pdf file)<\/a> ; <a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/04\/LectureSlides3.pdf\">Lecture Notes 3 (pdf file)<\/a> ; <a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/03\/LectureSlides4.pdf\">Lecture Notes 4 (pdf file)<\/a> ; <a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/04\/LectureSlides5.pdf\" data-type=\"attachment\" data-id=\"734\">Lecture Notes 5 (pdf file)<\/a>; <a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/04\/LectureSlides6.pdf\">Lecture Notes 6 (pdf file)<\/a><\/li>\n<\/ul>\n\n\n\n<p>I have recently proposed the course <strong>Math 583<\/strong> &#8220;<strong>Mathematics and Statistics of Deep Learning<\/strong>&#8221; for both mathematics and statistics audience. Please go to <a href=\"https:\/\/labs.wsu.edu\/xiongzhichen\/math-583\/\" data-type=\"page\" data-id=\"214\">Math 583<\/a> for more information. Here is the <a href=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3473\/2025\/04\/Mathematics-and-Statistics-of-Deep-Learning.pdf\" data-type=\"attachment\" data-id=\"295\">syllabus<\/a>.<\/p>\n\n\n\n<p>I have also taught Stat 443 &#8220;Applied Probability&#8221; and Stat 412 &#8220;Statistical Methods in Research&#8221;.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Teaching If you cannot solve the proposed problem\u2026try to solve first some related problem. George P\u00f3lya I mainly teach courses for data analytics and on statistical learning. But if needed, I can teach courses in statistics, linear algebra, analysis, probability, stochastic process, topology, and geometry. I regularly teach the following undergraduate courses for WSU Data [&hellip;]<\/p>\n","protected":false},"author":44129,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_wsuwp_accessibility_report":null},"categories":[],"tags":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/pages\/23"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/users\/44129"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/comments?post=23"}],"version-history":[{"count":53,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/pages\/23\/revisions"}],"predecessor-version":[{"id":811,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/pages\/23\/revisions\/811"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/media?parent=23"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/categories?post=23"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/tags?post=23"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/wsuwp_university_location?post=23"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/xiongzhichen\/wp-json\/wp\/v2\/wsuwp_university_org?post=23"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}