{"id":3627,"date":"2023-05-15T10:49:04","date_gmt":"2023-05-15T10:49:04","guid":{"rendered":"https:\/\/lucylabs.gatech.edu\/ml4t\/?page_id=3627"},"modified":"2023-05-15T21:38:29","modified_gmt":"2023-05-15T21:38:29","slug":"exam-1","status":"publish","type":"page","link":"https:\/\/lucylabs.gatech.edu\/ml4t\/summer2023\/exam-1\/","title":{"rendered":"EXAM 1"},"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; theme_builder_area=&#8221;post_content&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;rgba(0,0,0,0)&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; header_font=&#8221;|700||on|||||&#8221; header_text_color=&#8221;#000000&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h1 style=\"text-align: center;\">Exam 1<\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Grade_Weight\">Grade Weight<\/span><\/h2>\n<p><span>Exam 1 is worth 12.5% of your overall grade.<\/span><\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Delivery_Method\">Delivery Method<\/span><\/h2>\n<p>Exams will be delivered via Canvas and Honorlock.<\/p>\n<p>You will log in to Canvas and use the Honorlock tab to take the exam.<\/p>\n<p>Please review the <a href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/summer2023\/honorlock\/\" target=\"_blank\" rel=\"noopener noreferrer\">Honorlock information page<\/a> for an overview.<\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h2><span style=\"text-decoration: underline;\"><span class=\"mw-headline\" id=\"Number_of_Questions\">Number of Questions<\/span><\/span><\/h2>\n<p><span class=\"mw-headline\"><span>There will be up to 30 multiple-choice questions.<\/span><\/span><\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Time_Limit\">Time Limit<\/span><\/h2>\n<p><span class=\"mw-headline\"><span>There will be a 35 minute time limit.<\/span><\/span><\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Restrictions\">Restrictions<\/span><\/h2>\n<ul>\n<li>closed-book and closed-note (you may not consult any resources).<\/li>\n<li>No scratch paper or writing utensils.<\/li>\n<li>No calculators of any kind (and not even the one that comes with your computer).<\/li>\n<li>No cell phones.<\/li>\n<li>No headphones (or earphones).<\/li>\n<li>No food or drinks.<\/li>\n<li>Please ensure you are alone in a quiet area and your webcam is right side up.<\/li>\n<li>Do not leave from webcam view.<\/li>\n<li>No discussion of exam questions or material while the exam is open in Piazza, Slack or any other medium (to include the study material linked in this page).<\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Any material in the lecture videos or in the non-optional items listed under Readings\/Videos from Week 1 to Week 5 are eligible for inclusion on the exams<\/p>\n<p>Week 1<\/p>\n<ul>\n<li>Lecture 01-01<\/li>\n<li>Lecture 01-02<\/li>\n<li>Lecture 01-03<\/li>\n<li>Lecture 01-04<\/li>\n<li><span>Probabilistic Machine Learning 1 \u2013 Chapters 1.1, 1.2, 1.4, &amp; 1.6<\/span><\/li>\n<\/ul>\n<p>Week 2<\/p>\n<ul>\n<li>Lecture 01-05<\/li>\n<li>Lecture 01-06<\/li>\n<li>Lecture 01-07<\/li>\n<li>Lecture 01-08<\/li>\n<li><span>Introduction to Statistical Learning \u2013 Chapter 1<\/span><\/li>\n<\/ul>\n<p>Week 3<\/p>\n<ul>\n<li>Lecture 01-09<\/li>\n<li>Lecture 03-01<\/li>\n<li>Lecture 03-02<\/li>\n<li>Lecture 03-03<\/li>\n<li>Lecture 03-04<\/li>\n<li><span>Introduction to Statistical Learning \u2013 Chapter 2.2, 3.1 to 3.3<\/span><\/li>\n<\/ul>\n<p>Week 4<\/p>\n<ul>\n<li>Lecture 02-01<\/li>\n<li>Lecture 02-02<\/li>\n<li>Lecture 02-03<\/li>\n<li><a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/www.youtube.com\/watch?v=OBWL4oLT7Uc\">Decision Trees 1<\/a><\/li>\n<li><a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/www.youtube.com\/watch?v=WVc3cjvDHhw\">Decision Trees 2<\/a><\/li>\n<li><span>Introduction to Statistical Learning \u2013 Chapters 3.5, 8.1 and 8.2<\/span><\/li>\n<\/ul>\n<p>Week 5<\/p>\n<ul>\n<li>Lecture 02-04<\/li>\n<li>Lecture 02-05<\/li>\n<li>Lecture 02-06<\/li>\n<li>What Hedge Funds Really Do Ch. 2<\/li>\n<li>What Hedge Funds Really Do Ch. 4<\/li>\n<li>What Hedge Funds Really Do Ch. 5<\/li>\n<li>What Hedge Funds Really Do Ch. 7<\/li>\n<li><a rel=\"nofollow noopener noreferrer\" class=\"external text\" target=\"_blank\" href=\"https:\/\/youtu.be\/DX9djYus9tY\">Is the stock market rigged?<\/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; theme_builder_area=&#8221;post_content&#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; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;1a72ef07-0434-4f2c-81a3-e760e487bb19&#8243; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h2><span class=\"mw-headline\" id=\"Study_Material\">Study Material<\/span><\/h2>\n<p>You are encouraged to peruse materials from previous semesters and other resources linked below to prepare for the exam. <strong>NOTE: The course staff has no guarantee of correctness of the resource answers as some are student-generated, incorrect, or incomplete. They are meant to be a tool to use for understanding how the questions will be devised. In general, it would be beneficial to only use the questions as a means to research your own answers. Also, much of the code will be in Python 2 so some of the results will differ from Python 3.<\/strong><\/p>\n<ul>\n<li><a rel=\"nofollow noopener\" class=\"external text\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/midterm-study-guide\" target=\"_blank\">Exam 1 Study Guide<\/a><\/li>\n<li><a rel=\"nofollow noopener\" class=\"external text\" href=\"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-content\/uploads\/2020\/05\/Participation-exam-Qs.pdf\" target=\"_blank\">Practice Exam<\/a><\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Exam 1Grade Weight Exam 1 is worth 12.5% of your overall grade.Delivery Method Exams will be delivered via Canvas and Honorlock. You will log in to Canvas and use the Honorlock tab to take the exam. Please review the Honorlock information page for an overview.Number of Questions There will be up to 30 multiple-choice questions.Time [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":3602,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<!-- wp:divi\/placeholder \/-->","_et_gb_content_width":"","footnotes":""},"class_list":["post-3627","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3627","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=3627"}],"version-history":[{"count":5,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3627\/revisions"}],"predecessor-version":[{"id":3781,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3627\/revisions\/3781"}],"up":[{"embeddable":true,"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/pages\/3602"}],"wp:attachment":[{"href":"https:\/\/lucylabs.gatech.edu\/ml4t\/wp-json\/wp\/v2\/media?parent=3627"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}