{"id":40,"date":"2022-12-07T22:07:03","date_gmt":"2022-12-07T22:07:03","guid":{"rendered":"https:\/\/www.isi.edu\/people-lerman\/?page_id=40"},"modified":"2024-08-02T02:54:09","modified_gmt":"2024-08-02T02:54:09","slug":"courses-tutorials","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/","title":{"rendered":"Courses &amp; Tutorials"},"content":{"rendered":"\n\n\t<h2>Courses<\/h2>\n<strong>DSCI 531: Fairness in Artificial Intelligence<\/strong><br \/>\nUniversity of Southern California, Spring 2023.<br \/>\nSyllabus\u00a0(subject to change)\n<strong>DSCI 552: Machine Learning for Data Science<\/strong><br \/>\nUniversity of Southern California, Spring 2021.<br \/>\nSyllabus\n<strong>CSCI 599: Social Media Analytics<\/strong><br \/>\nUniversity of Southern California, Fall 2015.<br \/>\n<a href=\"http:\/\/www.isi.edu\/~lerman\/courses\/csci599_2015\/Syllabus-Social%20Media%20Analytics_v1.pdf\" target=\"_blank\" rel=\"noopener\">Syllabus<\/a>\u00a0(subject to change)\n<strong>CSCI 599: Social Media Analysis<\/strong><br \/>\nUniversity of Southern California, Fall 2014.<br \/>\n<a href=\"http:\/\/www.isi.edu\/~lerman\/courses\/csci599_2014\/Course_Materials.htm\" target=\"_blank\" rel=\"noopener\">Course Materials<\/a>\n<strong>CSCI 599: Social Media Analysis<\/strong><br \/>\nI taught a new course jointly with Professor Andrew Gordon, University of Southern California, Spring 2012.<br \/>\n<a href=\"http:\/\/www.isi.edu\/~lerman\/courses\/csci599_2012\/csci599_Syllabus.pdf\" target=\"_blank\" rel=\"noopener\">Syllabus<\/a>\n<strong>CSCI 548: Information Integration on the Web<\/strong><br \/>\nTaught jointly with Professor Jose Luis Ambite, University of Southern California, Spring 2011.<br \/>\n<a href=\"http:\/\/www.isi.edu\/integration\/courses\/csci548_2010\/index.htm\" target=\"_blank\" rel=\"noopener\">Course Materials<\/a>\n<strong>CSCI 548: Information Integration on the Web<\/strong><br \/>\nTaught jointly with Professor Craig Knoblock, University of Southern California, Spring 2010.<br \/>\n<a href=\"http:\/\/www.isi.edu\/integration\/courses\/csci548_2009\/index.htm\" target=\"_blank\" rel=\"noopener\">Course Materials<\/a>\n<strong>CSCI 548: Information Integration on the Web<\/strong><br \/>\nTaught jointly with Professor Craig Knoblock, University of Southern California, Spring 2009.<br \/>\n<a href=\"http:\/\/www.isi.edu\/integration\/courses\/csci548_2009\/index.htm\" target=\"_blank\" rel=\"noopener\">Course Materials<\/a>\n<h2>Tutorials<\/h2>\n<strong>Analyzing Swarms: Stochastic Systems Approach to Studying Robot Swarms,<\/strong><br \/>\nTutorial presented at the IEEE Swarm Intelligence Symposium, June 25, 2005, with Tad Hogg.<br \/>\n<a href=\"http:\/\/www.isi.edu\/integration\/people\/lerman\/load.html?src=http:\/\/www.isi.edu\/integration\/people\/lerman\/presentations\/LermanSIStutorial.pdf\" target=\"_blank\" rel=\"noopener\">Presentation<\/a>\n<p>&nbsp;<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Courses DSCI 531: Fairness in Artificial Intelligence University of Southern California, Spring 2023. Syllabus\u00a0(subject to change) DSCI 552: Machine Learning for Data Science University of Southern California, Spring 2021. Syllabus CSCI 599: Social Media Analytics University of Southern California, Fall 2015. Syllabus\u00a0(subject to change) CSCI 599: Social Media Analysis University of Southern California, Fall 2014.&hellip;<\/p>\n","protected":false},"author":421,"featured_media":0,"parent":36,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-40","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Courses &amp; Tutorials - Kristina Lerman, Ph.D.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Courses &amp; Tutorials - Kristina Lerman, Ph.D.\" \/>\n<meta property=\"og:description\" content=\"Courses DSCI 531: Fairness in Artificial Intelligence University of Southern California, Spring 2023. Syllabus\u00a0(subject to change) DSCI 552: Machine Learning for Data Science University of Southern California, Spring 2021. Syllabus CSCI 599: Social Media Analytics University of Southern California, Fall 2015. Syllabus\u00a0(subject to change) CSCI 599: Social Media Analysis University of Southern California, Fall 2014.&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/\" \/>\n<meta property=\"og:site_name\" content=\"Kristina Lerman, Ph.D.\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-02T02:54:09+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/teaching\\\/courses-tutorials\\\/\",\"url\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/teaching\\\/courses-tutorials\\\/\",\"name\":\"Courses &amp; Tutorials - Kristina Lerman, Ph.D.\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/#website\"},\"datePublished\":\"2022-12-07T22:07:03+00:00\",\"dateModified\":\"2024-08-02T02:54:09+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/teaching\\\/courses-tutorials\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/teaching\\\/courses-tutorials\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/teaching\\\/courses-tutorials\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Teaching\",\"item\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/teaching\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Courses &amp; Tutorials\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/#website\",\"url\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/\",\"name\":\"Kristina Lerman, Ph.D.\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.isi.edu\\\/people-lerman\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Courses &amp; Tutorials - Kristina Lerman, Ph.D.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/","og_locale":"en_US","og_type":"article","og_title":"Courses &amp; Tutorials - Kristina Lerman, Ph.D.","og_description":"Courses DSCI 531: Fairness in Artificial Intelligence University of Southern California, Spring 2023. Syllabus\u00a0(subject to change) DSCI 552: Machine Learning for Data Science University of Southern California, Spring 2021. Syllabus CSCI 599: Social Media Analytics University of Southern California, Fall 2015. Syllabus\u00a0(subject to change) CSCI 599: Social Media Analysis University of Southern California, Fall 2014.&hellip;","og_url":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/","og_site_name":"Kristina Lerman, Ph.D.","article_modified_time":"2024-08-02T02:54:09+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/","url":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/","name":"Courses &amp; Tutorials - Kristina Lerman, Ph.D.","isPartOf":{"@id":"https:\/\/www.isi.edu\/people-lerman\/#website"},"datePublished":"2022-12-07T22:07:03+00:00","dateModified":"2024-08-02T02:54:09+00:00","breadcrumb":{"@id":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.isi.edu\/people-lerman\/teaching\/courses-tutorials\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.isi.edu\/people-lerman\/"},{"@type":"ListItem","position":2,"name":"Teaching","item":"https:\/\/www.isi.edu\/people-lerman\/teaching\/"},{"@type":"ListItem","position":3,"name":"Courses &amp; Tutorials"}]},{"@type":"WebSite","@id":"https:\/\/www.isi.edu\/people-lerman\/#website","url":"https:\/\/www.isi.edu\/people-lerman\/","name":"Kristina Lerman, Ph.D.","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.isi.edu\/people-lerman\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages\/40","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/users\/421"}],"replies":[{"embeddable":true,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/comments?post=40"}],"version-history":[{"count":0,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages\/40\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages\/36"}],"wp:attachment":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/media?parent=40"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}