{"id":3071,"date":"2022-08-21T19:28:12","date_gmt":"2022-08-21T19:28:12","guid":{"rendered":"https:\/\/lucylabs.gatech.edu\/ml4t\/?page_id=3071"},"modified":"2022-08-27T02:41:54","modified_gmt":"2022-08-27T02:41:54","slug":"fall2022","status":"publish","type":"page","link":"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/","title":{"rendered":"Fall 2022 Syllabus"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;a96d76e7-72f1-42c7-a66f-50ec95de990d&#8221; header_font=&#8221;|700||on|||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1 id=\"firstHeading\" class=\"firstHeading\" lang=\"en\" style=\"text-align: center;\"><span dir=\"auto\">CS7646 Fall 2022<\/span><\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;a96d76e7-72f1-42c7-a66f-50ec95de990d&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>This page provides information about the Georgia Tech CS7646 class on Machine Learning for Trading relevant only to the Fall 2022 semester. Note that this page is subject to change at any time. The Fall 2022 semester of the CS7646 class will begin on August 22nd, 2022. Below, find the course calendar, grading criteria, and other information. For complete information about the course\u2019s requirements and learning objectives, please see the <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/\">general CS7646 page<\/a>.<\/p>\n<p>Note in the event of conflicts between the Fall 2022 page and the general CS7646 page, <strong>this<\/strong><b>\u00a0page supersedes the general course page.<\/b><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;a96d76e7-72f1-42c7-a66f-50ec95de990d&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Quick_Links\">Quick Links<\/span><\/h2>\n<p>To help with navigation, here are some of the links you&#8217;ll frequently be using in this course:<\/p>\n<ul>\n<li>Tools: <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/gatech.instructure.com\/courses\/274718\">Canvas<\/a> | <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/edstem.org\/us\/courses\/25415\/discussion\/\">Ed Discussion<\/a> | <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/edstem.org\/us\/courses\/25415\/lessons\/\">Course Lectures<\/a><\/li>\n<li>Class Pages: <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/\">CS7646 Home<\/a> | <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/\">Fall 2022 Syllabus<\/a><\/li>\n<li>Environment Setup: <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/software-setup\/\" target=\"_blank\" rel=\"noopener\">Software Setup<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/local-environment\/\" target=\"_blank\" rel=\"noopener\">Local Environment<\/a><\/li>\n<li>Projects: <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/gradescope\/\" target=\"_blank\" rel=\"noopener\">Gradescope Instructions<\/a>\u00a0| <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 1<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 2<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-3\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 3<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-4\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 4<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-5\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 5<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-6\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 6<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-7\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 7<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-8\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 8<\/a><\/li>\n<li>Exams: <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/honorlock\/\" target=\"_blank\" rel=\"noopener\">Honorlock Instructions<\/a> |\u00a0<a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/exam-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Exam 1<\/a> | <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/exam-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">Exam 2<\/a><\/li>\n<li>Extra Credit: <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/holy-hand-grenade-of-antioch\/\" target=\"_blank\" rel=\"noopener\">Holy Hand Grenade Of Antioch<\/a><\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Course_Calendar_At-A-Glance\">COURSE CALENDAR AT-A-GLANCE<\/span><\/h2>\n<p>Below is the calendar for the Fall 2022 CS7646 class. Note that assignment due dates are all Sundays at 11:59 PM <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.timeanddate.com\/time\/zones\/aoe\">Anywhere on Earth time<\/a>. All assignments are finalized 3 weeks before the listed due date.<\/p>\n<p>Readings come from the three-course textbooks listed on the<span>\u00a0<\/span><a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/\">course home page<\/a>. Online lessons, readings, and videos are required unless marked with an asterisk; asterisk-marked items are optional.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.18.0&#8243; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<table border=\"1\" style=\"height: 1208px; border-color: #000000; border-style: solid;\">\n<tbody>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-1wig\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">Week #<\/td>\n<td class=\"tg-1wig\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">Week Of<\/td>\n<td class=\"tg-1wig\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\">Lessons<\/td>\n<td class=\"tg-1wig\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\">Readings\/Videos<\/td>\n<td class=\"tg-1wig\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\">Assignment<\/td>\n<td class=\"tg-1wig\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\">Assignment Due Date<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 96px; width: 61.75px; border-color: #000000; border-style: solid;\">1<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 88.9844px; border-color: #000000; border-style: solid;\">08\/22\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 65.9375px; border-color: #000000; border-style: solid;\">01-01<br \/>01-02<br \/>01-03<br \/>01-04<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 524.891px; border-color: #000000; border-style: solid;\">Python for Finance Ch. 4*<br \/>Python for Finance Ch. 6*<br \/>Probabilistic Machine Learning 1<br \/>Chapters 1.1, 1.2, 1.4, &amp; 1.6<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/local-environment\/\" target=\"_blank\" rel=\"noopener\">Local Environment Setup<\/a><br \/>Introduce Yourselves (Ed Discussions)<br \/>Start-of-Course Survey<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 295.75px; border-color: #000000; border-style: solid;\"><\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 104px; width: 61.75px; border-color: #000000; border-style: solid;\">2<\/td>\n<td class=\"tg-0lax\" style=\"height: 104px; width: 88.9844px; border-color: #000000; border-style: solid;\">08\/29\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 104px; width: 65.9375px; border-color: #000000; border-style: solid;\">01-05<br \/>01-06<br \/>01-07<br \/>01-08<\/td>\n<td class=\"tg-0lax\" style=\"height: 104px; width: 524.891px; border-color: #000000; border-style: solid;\">\n<p>Python for Finance Ch. 5*<\/p>\n<div class=\"ewa-fb-text-box ewa-fb-text-box-new not-ie ql-container ql-disabled\" id=\"formulaBarTextDivId\">Machine Learning Ch. 1*<\/div>\n<div class=\"ewa-fb-text-box ewa-fb-text-box-new not-ie ql-container ql-disabled\"><span>Introduction to Statistical Learning \u2013 Chapter 1<\/span><\/div>\n<\/td>\n<td class=\"tg-0lax\" style=\"height: 104px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-1\/\" target=\"_blank\" rel=\"noopener\">Project 1<\/a><br \/>Start-of-Course Survey<\/td>\n<td class=\"tg-0lax\" style=\"height: 104px; width: 295.75px; border-color: #000000; border-style: solid;\">09\/04\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 72px; width: 61.75px; border-color: #000000; border-style: solid;\">3<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 88.9844px; border-color: #000000; border-style: solid;\">09\/05\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 65.9375px; border-color: #000000; border-style: solid;\">01-09<br \/>03-01<br \/>03-02<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 524.891px; border-color: #000000; border-style: solid;\">Python for Finance Ch. 11*<br \/><span>Introduction to Statistical Learning \u2013<br \/>Chapter 2.2, 3.1 to 3.3<\/span><\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-2\/\" target=\"_blank\" rel=\"noopener\">Project 2<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 295.75px; border-color: #000000; border-style: solid;\">09\/11\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 120px; width: 61.75px; border-color: #000000; border-style: solid;\">4<\/td>\n<td class=\"tg-0lax\" style=\"height: 120px; width: 88.9844px; border-color: #000000; border-style: solid;\">09\/12\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 120px; width: 65.9375px; border-color: #000000; border-style: solid;\">03-03<br \/>03-04<\/td>\n<td class=\"tg-0lax\" style=\"height: 120px; width: 524.891px; border-color: #000000; border-style: solid;\"><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=w3C-gly8bLE\">Suntrust Visit<\/a>*<br \/><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=OBWL4oLT7Uc\">Decision Trees 1<\/a><br \/><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=WVc3cjvDHhw\">Decision Trees 2<\/a><br \/>Machine Learning Ch. 3*<br \/><span>Introduction to Statistical Learning \u2013 Chapters 3.5, 8.1 and 8.2<\/span><\/td>\n<td class=\"tg-0lax\" style=\"height: 120px; width: 272.594px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 120px; width: 295.75px; border-color: #000000; border-style: solid;\"><\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 136px; width: 61.75px; border-color: #000000; border-style: solid;\">5<\/td>\n<td class=\"tg-0lax\" style=\"height: 136px; width: 88.9844px; border-color: #000000; border-style: solid;\">09\/19\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 136px; width: 65.9375px; border-color: #000000; border-style: solid;\">02-01<br \/>02-02<\/td>\n<td class=\"tg-0lax\" style=\"height: 136px; width: 524.891px; border-color: #000000; border-style: solid;\">\n<p>&nbsp;<\/p>\n<p>What Hedge Funds Really Do Ch. 2 &amp; 4<\/p>\n<p>&nbsp;<\/p>\n<\/td>\n<td class=\"tg-0lax\" style=\"height: 136px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-3\/\" target=\"_blank\" rel=\"noopener\">Project 3<\/a><br \/>Quarter-Course Survey<\/td>\n<td class=\"tg-0lax\" style=\"height: 136px; width: 295.75px; border-color: #000000; border-style: solid;\">09\/25\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 72px; width: 61.75px; border-color: #000000; border-style: solid;\">6<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 88.9844px; border-color: #000000; border-style: solid;\">09\/26\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 65.9375px; border-color: #000000; border-style: solid;\">02-03<br \/>02-04<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 524.891px; border-color: #000000; border-style: solid;\"><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/youtu.be\/DX9djYus9tY\">Is the stock market rigged?<\/a><br \/><span>Machine Learning Ch. 8*<\/span><br \/>What Hedge Funds Really Do Ch. 5, &amp; 7<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-4\/\" target=\"_blank\" rel=\"noopener\">Project 4<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 295.75px; border-color: #000000; border-style: solid;\">10\/02\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">7<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">10\/03\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\">02-05<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\"><\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 96px; width: 61.75px; border-color: #000000; border-style: solid;\">8<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 88.9844px; border-color: #000000; border-style: solid;\">10\/10\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 65.9375px; border-color: #000000; border-style: solid;\">02-06<br \/>02-07<br \/>02-08<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 524.891px; border-color: #000000; border-style: solid;\"><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=1ysZptg2Ypk\">Market Simulator<\/a><br \/>What Hedge Funds Really Do Ch. 8<br \/>What Hedge Funds Really Do Ch. 12<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-5\/\" target=\"_blank\" rel=\"noopener\">Project 5<\/a><br \/><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/exam-1\/\" target=\"_blank\" rel=\"noopener\">Exam 1<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 295.75px; border-color: #000000; border-style: solid;\">\n<p>10\/16\/2022<\/p>\n<p>Exam Window: 10\/10\/2022 &#8211; 10\/16\/2022<\/p>\n<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 96px; width: 61.75px; border-color: #000000; border-style: solid;\">9<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 88.9844px; border-color: #000000; border-style: solid;\">10\/17\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 524.891px; border-color: #000000; border-style: solid;\">The Big Short*<br \/><a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/www.youtube.com\/watch?v=2e2Yr-Bpo-w\">Time Series Data<\/a><br \/><a rel=\"nofollow noreferrer\" class=\"external text\" href=\"https:\/\/www.dropbox.com\/s\/5uc96iv9j0ekqi0\/CDB_vectorize_me.pptx.zip?dl=1\">Vectorize Me PowerPoint<\/a><br \/><a href=\"https:\/\/www.youtube.com\/watch?v=dbSbYHECGoA\" target=\"_blank\" rel=\"noopener\">Decision Tree-Based Trading<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-6\/\" target=\"_blank\" rel=\"noopener\">Project 6<\/a><br \/>Mid-Course Survey<\/td>\n<td class=\"tg-0lax\" style=\"height: 96px; width: 295.75px; border-color: #000000; border-style: solid;\">10\/23\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 48px; width: 61.75px; border-color: #000000; border-style: solid;\">10<\/td>\n<td class=\"tg-0lax\" style=\"height: 48px; width: 88.9844px; border-color: #000000; border-style: solid;\">10\/24\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 48px; width: 65.9375px; border-color: #000000; border-style: solid;\">02-09<br \/>02-10<\/td>\n<td class=\"tg-0lax\" style=\"height: 48px; width: 524.891px; border-color: #000000; border-style: solid;\">What Hedge Funds Really Do Ch. 9<\/td>\n<td class=\"tg-0lax\" style=\"height: 48px; width: 272.594px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 48px; width: 295.75px; border-color: #000000; border-style: solid;\">10\/30\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 128px; width: 61.75px; border-color: #000000; border-style: solid;\">11<\/td>\n<td class=\"tg-0lax\" style=\"height: 128px; width: 88.9844px; border-color: #000000; border-style: solid;\">10\/31\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 128px; width: 65.9375px; border-color: #000000; border-style: solid;\">03-05<br \/>03-06<br \/>03-07<\/td>\n<td class=\"tg-0lax\" style=\"height: 128px; width: 524.891px; border-color: #000000; border-style: solid;\">\n<p><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=X9UhB953TDA\">Navigation Project<\/a><\/p>\n<div class=\"ewa-rteLine\">Machine Learning \u2013 Chapter 13*<\/div>\n<div class=\"ewa-rteLine\">Foundations of Deep Reinforcement Learning \u2013 Chapter 1*<\/div>\n<div class=\"ewa-rteLine\">Probabilistic Machine Learning 2 \u2013 Chapter 35*<\/div>\n<\/td>\n<td class=\"tg-0lax\" style=\"height: 128px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-7\/\" target=\"_blank\" rel=\"noopener\">Project 7<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 128px; width: 295.75px; border-color: #000000; border-style: solid;\">11\/06\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">12<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">11\/07\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\"><\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 72px; width: 61.75px; border-color: #000000; border-style: solid;\">13<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 88.9844px; border-color: #000000; border-style: solid;\">11\/14\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 524.891px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/www.youtube.com\/watch?v=K8xRATOpsqw\" target=\"_blank\" rel=\"noopener\">Navigation Project Strategies for Q-Learner Trader<\/a><br \/><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=5ompRHd0P68&amp;feature=youtu.be\">Options Trading<\/a><br \/>Interview with Tammer Kamel (Ed Lessons)<\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/holy-hand-grenade-of-antioch\/\" target=\"_blank\" rel=\"noopener\">Extra Credit<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 72px; width: 295.75px; border-color: #000000; border-style: solid;\">11\/20\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">14<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">11\/21\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/youtu.be\/Pka0DC_P17k\" target=\"_blank\" rel=\"noopener\"><span>Applying Deep Reinforcement Learning to Trading with Dr. Tucker Balch<\/span><\/a><span>*<\/span><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-8\/\" target=\"_blank\" rel=\"noopener\">Project 8<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\">11\/27\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">15<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">11\/28\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\"><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/www.youtube.com\/watch?v=K8xRATOpsqw\"><\/a><a href=\"https:\/\/conversations.cc.gatech.edu\/\" target=\"_blank\" rel=\"noopener\"><span>Keynote on Algorithmic Bias (Drs. Isbell and Littman)<\/span><\/a><span>*<\/span><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\"><\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">16<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">12\/05\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\"><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/exam-2\/\" target=\"_blank\" rel=\"noopener\">Exam 2<\/a><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\">Exam Window: 12\/05\/2022 &#8211; 12\/11\/2022<\/td>\n<\/tr>\n<tr style=\"border-color: #000; border-style: solid;\">\n<td class=\"tg-0lax\" style=\"height: 24px; width: 61.75px; border-color: #000000; border-style: solid;\">17<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 88.9844px; border-color: #000000; border-style: solid;\">12\/12\/2022<\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 65.9375px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 524.891px; border-color: #000000; border-style: solid;\"><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 272.594px; border-color: #000000; border-style: solid;\"><span>End-of-Course Survey<\/span><\/td>\n<td class=\"tg-0lax\" style=\"height: 24px; width: 295.75px; border-color: #000000; border-style: solid;\">12\/15\/2022<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;a96d76e7-72f1-42c7-a66f-50ec95de990d&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Course_Assessments\">Course Assessments<\/span><\/h2>\n<p>Your grade in this class is derived from four categories: eight Projects, two Exams, Course Content Quizzes, and Course Surveys.<\/p>\n<p>Final grades will be calculated as an average of all grade components, weighted according to the percentages below. Students receiving a final average of 90.0 or above will receive an A; of 80.0 to 89.9 will receive a B; of 70.0 to 79.9 will receive a C; of 60.0 to 69.9 will receive a D, and below 60 will receive an F. We do not plan to have a curve.<\/p>\n<h3><span class=\"mw-headline\" id=\"Projects:_73.25\">Projects: 71%<\/span><\/h3>\n<p>There are eight projects in this class. Altogether, the projects account for 71% of your final grade. The projects are not all equal in scope or difficulty, and thus they do not all count evenly. The projects are:<\/p>\n<ul>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 1<\/a>, 3%: Martingale<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 2<\/a>, 3%: Optimize Something<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-3\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 3<\/a>, 15%: Assess Learners<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-4\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 4<\/a>, 5%: Defeat Learners<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-5\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 5<\/a>, 8%: Marketsim<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-6\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 6<\/a>, 7%: Indicator Evaluation<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-7\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 7<\/a>, 10%: Qlearning Robot<\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/project-8\/\" target=\"_blank\" rel=\"noopener noreferrer\">Project 8<\/a>, 20%: Strategy Evaluation<\/li>\n<\/ul>\n<h3><span class=\"mw-headline\" id=\"Exams:_25.25\">Exams: 25%<\/span><\/h3>\n<p>There are two exams, each worth 12.5% of your average. Exam 2 is not cumulative; it only covers material after Exam 1. Exams are closed-book, closed-note (you may not consult any resources), up to 30 questions, and a 35-minute time limit. Exams will be delivered via Honorlock. You are encouraged to peruse materials from previous semesters to prepare for the exams, including the <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/midterm-study-guide\/\">Exam 1 Study Guide<\/a>, <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/exam-2-study-guide\/\">Exam 2 Study Guide<\/a>, and <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-content\/uploads\/2020\/05\/Participation-exam-Qs.pdf\">Practice Exam<\/a>.<\/p>\n<p>Exams will be delivered via Canvas and Proctortrack. Any material in the lecture videos or the non-optional items listed under Readings\/Videos until the exam week is eligible for inclusion on the exams.<\/p>\n<ul>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/exam-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Exam 1<\/a><\/li>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/exam-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">Exam 2<\/a><\/li>\n<\/ul>\n<h3><span class=\"mw-headline\" id=\"Participation:_2.25\">Course Content Quizzes: 2%<\/span><\/h3>\n<p><span class=\"mw-headline\"><span>There will be approximately 10 quizzes covering the lecture material, course materials, and project requirements. Quizzes consist of a small number of multiple-choice\/short-answer questions. They are administered on Canvas and will be like the Multiple-Choice Questions (MCQs) you will see on the exams. Please refrain from posting or discussing the question(s) on Ed Discussion, Slack, or other communications channels. Quizzes are released on Mondays and are due the following Sunday at 11:59 pm AOE. The late policy does not apply to quizzes, and late quizzes are not accepted.<\/span><\/span><\/p>\n<h3><span class=\"mw-headline\" id=\"Participation:_2.25\">Course Surveys: 2%<\/span><\/h3>\n<p>Course Surveys are 2% of your average. All course survey activities will be shared as part of the Surveys section of assignments in Canvas. Complete all of these by the due dates shown in Canvas to fulfill your credit.<\/p>\n<h3><span class=\"mw-headline\" id=\"Extra_Credit_.28Optional.29:_2.25\">Extra Credit (Optional): 2%<\/span><\/h3>\n<p>This is entirely optional and will not count against your grade, whether you attempt it or not.<\/p>\n<ul>\n<li><a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/holy-hand-grenade-of-antioch\/\" target=\"_blank\" rel=\"noopener noreferrer\">Extra Credit Project<\/a><\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;a96d76e7-72f1-42c7-a66f-50ec95de990d&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Course_Policies\">Course Policies<\/span><\/h2>\n<p>The following policies are binding for this course.<\/p>\n<h3><span class=\"mw-headline\" id=\"Official_Course_Communication\">Official Course Communication<\/span><\/h3>\n<p>You are responsible for knowing the following information:<\/p>\n<ul>\n<li>Anything posted to this syllabus (including the pages linked here, the general course landing page).<\/li>\n<li>Anything emailed directly to you by the teaching team (including announcements via Ed Discussion) 24 hours after receiving such an email.<\/li>\n<\/ul>\n<p>Because Ed Discussion announcements are emailed to you, you need only check your Georgia Tech email once every 24 hours to remain up-to-date on new information during the semester. Georgia Tech generally recommends students check their Georgia Tech email once every 24 hours. So, if an announcement or message is time-sensitive, you will not be responsible for the contents of the announcement until 24 hours after it has been sent.<\/p>\n<p>We generally prefer to handle class-wide communication via Ed Discussion, but the Assignment Follow-Up form is utilized for individual grade-specific communication. Slack is a fantastic tool but is not officially monitored: stick to Ed Discussion for official questions and answers.<\/p>\n<p>Note that this means you won\u2019t be responsible for knowing information communicated in several other methods we\u2019ll be using. You aren\u2019t responsible for knowing anything posted to Ed Discussion that isn\u2019t linked to an official announcement. You aren\u2019t accountable for anything said in Slack or other third-party sites we sometimes use to communicate with students. You don\u2019t need to worry about missing critical information if you keep up with your email and understand this website\u2019s documents. This also applies in reverse: we do not monitor our Canvas message boxes. Please create a private Ed Discussion post if you need to contact the course staff.<\/p>\n<h3><span class=\"mw-headline\" id=\"Testing_Environment\">Code Submission<\/span><\/h3>\n<p><span>All coding assignments are submitted via Gradescope. <\/span><span>Note that Gradescope does <\/span><strong>not<\/strong><span> grade your assignment live; instead, it pre-validates that it will run against our batch autograder that we will run after the deadline. There will be <\/span><strong>no<\/strong><span> credit for coding assignments that do not pass this pre-validation.<\/span><\/p>\n<h3><span class=\"mw-headline\" id=\"Office_Hours\">Office Hours<\/span><\/h3>\n<p>Most of our Teaching Assistants will hold weekly office hours using Hangouts, Webex, or another teleconferencing tool. Office hours are not recorded and are intended for more individually-focused help and conversations. Anything that comes up during office hours relevant to the entire class will be shared via Ed Discussion.<\/p>\n<p>An office hours schedule will be made available via Ed Discussion early in the semester.<\/p>\n<h3><span class=\"mw-headline\" id=\"Late_Work\">Late Work<\/span><\/h3>\n<div class=\"p-rich_text_section\">All assignments are due and must be acknowledged by the server (e.g., Gradescope, Canvas) by the due date and time in Canvas. We have made the descriptions of all assignments available on the first day of class. If there are expected interruptions (business trips, family vacations, etc.), you can complete the work ahead of time. Code must be submitted to Gradescope<span>\u00a0<\/span><b data-stringify-type=\"bold\">SUBMISSION,<\/b><span>\u00a0<\/span>and your last submission will be used. Reports are submitted to Canvas, and your last submission will be used. Please note the course late assignment policy:<\/div>\n<div class=\"p-rich_text_section\"><\/div>\n<ul>\n<li class=\"p-rich_text_section\">0% Late Penalty: 23:59AOE (as acknowledged by the server, not the time the student pressed \u201csubmit\u201d)<\/li>\n<li class=\"p-rich_text_section\">&#8211; 10% Late Penalty: up to 1 Hour late: submitted by 0:59AOE (next day)<\/li>\n<li class=\"p-rich_text_section\">&#8211; 25% Late Penalty: up to 12 Hours Late: submitted by 11:59AOE (next day)<\/li>\n<li class=\"p-rich_text_section\">&#8211; 50% Late Penalty: up to 24 Hours Late: submitted by 23:59AOE (next day)<\/li>\n<li class=\"p-rich_text_section\">&#8211; 100% Late Penalty: more than 24+ Hours Late: submitted on or after 0:00 AOE (day 2)<\/li>\n<\/ul>\n<p>Suppose you have an emergency and absolutely cannot submit an assignment by the posted deadlines. In that case, we ask you to make a private Ed Discussion post to ALL instructors with information about your extension request for a justifiable excuse. Justifiable excuses here would involve any major unforeseen disruption to your classwork, such as injuries, deaths, and births, all for either you or your family. Note that for foreseen but unavoidable conflicts, like weddings, business trips, job interviews, conferences, and assignments in other courses, you should complete your work in advance. Requests may be subject to the Dean of Students approval.<\/p>\n<h3>Assignment Follow-Up<\/h3>\n<p>The <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/fall2022\/assignment-follow-up\/\" target=\"_blank\" rel=\"noopener noreferrer\">Assignment Follow-Up page<\/a>\u00a0outlines the full details and directions for requesting clarification or regrade on your assignment. Ensure that you have reviewed it and adhere to the guidelines when presenting a request.<\/p>\n<h3><span class=\"mw-headline\" id=\"Academic_Honesty\">Academic Honesty<\/span><\/h3>\n<p>All students in the class are expected to know and abide by the <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/policylibrary.gatech.edu\/student-affairs\/academic-honor-code\">Georgia Tech Academic Honor Code<\/a>. Specifically for us, the following academic honesty policies are binding for this class:<\/p>\n<ul>\n<li>In written essays, all sources are expected to be cited according to APA style, both in-line with quotation marks and at the end of the document. You should consult the <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/owl.purdue.edu\/owl\/research_and_citation\/resources.html\">Purdue OWL Research and Citation Resources<\/a> for proper citation practices, especially the following pages: <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/owl.purdue.edu\/owl\/research_and_citation\/using_research\/quoting_paraphrasing_and_summarizing\/index.html\">Quoting, Paraphrasing, and Summarizing<\/a>, <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/owl.purdue.edu\/owl\/research_and_citation\/using_research\/quoting_paraphrasing_and_summarizing\/paraphrasing.html\">Paraphrasing<\/a>, <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/owl.purdue.edu\/owl\/teacher_and_tutor_resources\/preventing_plagiarism\/avoiding_plagiarism\/index.html\">Avoiding Plagiarism Overview<\/a>, <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/owl.purdue.edu\/owl\/avoiding_plagiarism\/plagiarism_faq.html\">Is It Plagiarism?<\/a>, and <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"https:\/\/owl.purdue.edu\/owl\/avoiding_plagiarism\/best_practices.html\">Safe Practices<\/a>. You should also consult our dedicated pages on <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" class=\"external text\" href=\"http:\/\/omscs6460.gatech.edu\/research-guide\/how-to-use-citations-in-a-paper\/\">how to use citations<\/a> and <a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"http:\/\/omscs6460.gatech.edu\/research-guide\/how-to-avoid-plagiarism\/\">avoid plagiarism<\/a>.<\/li>\n<li>Any non-original figures must similarly be cited. If you borrow an existing figure and modify it, you must still cite the original figure. It must be obvious what portion of your submission is your creation.<\/li>\n<li>In written essays, you may not copy any content from any current or previous student in this class, regardless of whether you cite it or not.<\/li>\n<li>You may not copy any code from any other source, including but not limited to repositories on the internet and former students in the class. Every line of code you submit should be your work. Any code copying will result in an automatic 0 on the project and a report to the Office of Student Integrity.<\/li>\n<li>During exams, you are prohibited from consulting outside material, interacting directly with any other person (except for the teaching staff) on the exam topic, or any other behaviors that could be used to gain an unfair advantage.<\/li>\n<\/ul>\n<p>Note, however, when seeking help from the TAs via office hours or the course forum, you may assume that a TA will not share too much information. For example, if a TA gives you a line of code, you may use it.<\/p>\n<p>These policies, including the rules on all pages linked in this section, are binding for the class. Any violations of this policy will be subject to the institute\u2019s Academic Integrity procedures, which may include a 0 grade on assignments found to contain violations, additional grade penalties, and academic probation or dismissal.<\/p>\n<p>Note that if you are accused of academic misconduct, you are not permitted to withdraw from the class until the accusation is resolved; if you are found to have participated in the misconduct, you will not be allowed to withdraw for the semester. If you do so anyway, you will be forcibly re-enrolled without any opportunity to make up work you may have missed while illegally withdrawn.<\/p>\n<h3><span class=\"mw-headline\" id=\"Feedback\">Feedback<\/span><\/h3>\n<p>Every semester, we make changes and tweaks to the course formula. As a result, every semester, we try some new things which may not work. We ask for your patience and support as we figure things out, and in return, we promise that we, too, will be fair and understanding, especially with anything that might impact your grade or performance in the class. Second, we want to consistently get feedback on improving and expanding the course for future iterations. You can take advantage of the feedback box on Ed Discussion (especially if you want to gather input from others in the class), give us feedback on the surveys, or contact us directly via private Ed Discussion messages.<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>CS7646 Fall 2022This page provides information about the Georgia Tech CS7646 class on Machine Learning for Trading relevant only to the Fall 2022 semester. Note that this page is subject to change at any time. The Fall 2022 semester of the CS7646 class will begin on August 22nd, 2022. Below, find the course calendar, grading [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-3071","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3071","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/comments?post=3071"}],"version-history":[{"count":15,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3071\/revisions"}],"predecessor-version":[{"id":3333,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3071\/revisions\/3333"}],"wp:attachment":[{"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/media?parent=3071"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}