{"id":103,"date":"2022-01-03T19:58:27","date_gmt":"2022-01-03T19:58:27","guid":{"rendered":"http:\/\/miriamposner.com\/classes\/is270w25\/?page_id=103"},"modified":"2022-03-04T18:38:41","modified_gmt":"2022-03-04T18:38:41","slug":"9-mar-4","status":"publish","type":"page","link":"https:\/\/miriamposner.com\/classes\/is270w25\/readings\/9-mar-4\/","title":{"rendered":"9: Mar. 4"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"week9\">Week 9: Mar. 4, 2022<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Machine Learning &amp; AI<\/h3>\n\n\n\n<p><em>You\u2019ll learn how ubiquitous machine learning is right now and consider just a few of the issues it raises for the information professions.<\/em><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Read, view, and listen<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><em><a rel=\"noreferrer noopener\" href=\"https:\/\/alliedmedia.org\/resources\/peoples-guide-to-ai\" target=\"_blank\">People\u2019s Guide to Artificial Intelligence<\/a><\/em>&nbsp;(pamphlet, 67 min.; it&#8217;s OK to skim)<\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/files.eric.ed.gov\/fulltext\/ED603715.pdf\" target=\"_blank\">\u201cResponsible Operations: Data Science, Machine Learning, and AI in Libraries\u201d<\/a>&nbsp;(32 min.)<\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/watch?v=Avxm7JYjk8M\" target=\"_blank\">\u201cAutomating Inequality\u201d<\/a>&nbsp;(video, 29 min.)<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Further reading<\/h4>\n\n\n\n<p>David Bamman, a professor of information studies at UC Berkeley, has published his syllabus for <a rel=\"noreferrer noopener\" href=\"https:\/\/courses.ischool.berkeley.edu\/i290-dds\/s17\/\" target=\"_blank\">Deconstructing Data Science<\/a>, a course that introduces students both to detailed understandings of statistical analysis and a consideration of ethical issues<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">In-class activities<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Slides: <a rel=\"noreferrer noopener\" href=\"https:\/\/docs.google.com\/presentation\/d\/1PGkTxl2Q9nEecpJkg-dYNqw6T_ek-Plk2FkXo1sQ83E\/edit?usp=sharing\" target=\"_blank\">machine learning &amp; bias<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/docs.google.com\/presentation\/d\/1PGkTxl2Q9nEecpJkg-dYNqw6T_ek-Plk2FkXo1sQ83E\/edit?usp=sharing\" target=\"_blank\">Teachable Machine<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/docs.google.com\/document\/d\/1r1lKbQlDKjOusk3DiSLI2VTItGbc4PnyPrwvZHWVV6A\/edit?usp=sharing\" target=\"_blank\">In-class assignment<\/a><\/li><li>Colab notebook: <a rel=\"noreferrer noopener\" href=\"https:\/\/colab.research.google.com\/drive\/1n4KDGelS6_1aPhO3qvSunLrjIREXLpHl?usp=sharing\" target=\"_blank\">Intro to machine learning<\/a><\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">(A few) Organizations looking at bias in AI\/ML<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.ajl.org\/\" target=\"_blank\">Algorithmic Justice League<\/a><\/li><li><a href=\"https:\/\/stoplapdspying.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Stop LAPD Spying<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/facctconference.org\/\" target=\"_blank\">ACM Conference on Fairness, Accountability, and Transparency (FAccT)<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/alliance.hosting.nyu.edu\/\" target=\"_blank\">Alliance for Public Interest Technology<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/facctconference.org\/network\/\" target=\"_blank\">Past and upcoming workshops and events<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/ainowinstitute.org\/\" target=\"_blank\">AI Now Institute at NYU<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/datasociety.net\/\" target=\"_blank\">Data &amp; Society<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.oii.ox.ac.uk\/\" target=\"_blank\">Oxford Internet Institute<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/algorithmwatch.org\/en\/\" target=\"_blank\">Algorithm Watch<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.c2i2.ucla.edu\/\" target=\"_blank\">Center for Critical Internet Inquiry (C2I2) at UCLA<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Week 9: Mar. 4, 2022 Machine Learning &amp; AI You\u2019ll learn how ubiquitous machine learning is right now and consider just a few of the issues it raises for the&hellip; <a class=\"more-link\" href=\"https:\/\/miriamposner.com\/classes\/is270w25\/readings\/9-mar-4\/\">Continue reading <span class=\"screen-reader-text\">9: Mar. 4<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":18,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_eb_attr":"","footnotes":""},"class_list":["post-103","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/pages\/103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/comments?post=103"}],"version-history":[{"count":0,"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/pages\/103\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/pages\/18"}],"wp:attachment":[{"href":"https:\/\/miriamposner.com\/classes\/is270w25\/wp-json\/wp\/v2\/media?parent=103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}