  {"id":13539,"date":"2025-04-04T20:35:21","date_gmt":"2025-04-05T00:35:21","guid":{"rendered":"https:\/\/www.qc.cuny.edu\/academics\/cs\/?page_id=13539"},"modified":"2026-01-22T11:31:20","modified_gmt":"2026-01-22T16:31:20","slug":"computer-science-approved-non-electives","status":"publish","type":"page","link":"https:\/\/www.qc.cuny.edu\/academics\/cs\/computer-science-approved-non-electives\/","title":{"rendered":"Computer Science Approved Non-Electives"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-content\/uploads\/sites\/137\/2022\/07\/2019-10-10_Project_Excel_04-scaled.jpg&#8221; min_height=&#8221;500px&#8221; custom_padding=&#8221;10px|||||&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;31px||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;16px&#8221; border_width_bottom=&#8221;1px&#8221; border_color_bottom=&#8221;#E71939&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 class=\"text-muted\" style=\"text-align: center;\">Approved Non-Computer Science Electives<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;&#8211;et_global_body_font||||||||&#8221; text_font_size=&#8221;16px&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]One course from the following list may be used for <span style=\"text-decoration: underline;\"><span style=\"color: #ff0000; text-decoration: underline;\">one elective<\/span><\/span> for the major, unless it has been applied towards the fulfillment of the math or science requirements:<\/p>\n<ol><\/ol>\n<table style=\"border-collapse: collapse; width: 100%; height: 843px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 66px;\">\n<td style=\"width: 33.3333%; height: 66px;\">\n<h4><strong>Subject<\/strong><\/h4>\n<\/td>\n<td style=\"width: 33.3333%; height: 66px;\">\n<h4><strong>Course Number<\/strong><\/h4>\n<\/td>\n<td style=\"width: 33.3333%; height: 66px;\">\n<h4><strong>Course<\/strong><\/h4>\n<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">202<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Advanced Calculus<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"width: 33.3333%; height: 48px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 48px;\">223<\/td>\n<td style=\"width: 33.3333%; height: 48px;\">Differential Equations with Numerical Methods I<\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"width: 33.3333%; height: 48px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 48px;\">224<\/td>\n<td style=\"width: 33.3333%; height: 48px;\">Differential Equations with Numerical Methods II<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">232<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Linear Algebra II<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">242<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Methods of Mathematical Statistics<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">245<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Mathematical Models<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">247<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Linear Programming and Game Theory<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">248<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Nonlinear Programming<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">317<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Number Systems<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">301 (formerly 333)<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Abstract Algebra I<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">341<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Statistical Theory for Data Science<\/td>\n<\/tr>\n<tr style=\"height: 47px;\">\n<td style=\"width: 33.3333%; height: 47px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 47px;\">342<\/td>\n<td style=\"width: 33.3333%; height: 47px;\">Data Science Fundamentals and Machine Learning<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 10px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 10px;\">609<\/td>\n<td style=\"width: 33.3333%; height: 10px;\">Axiomatic Set Theory<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">613<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Algebraic Structures<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">621<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Probability<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">623<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Operations Research (Probability Methods)<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">624<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Numerical Analysis I<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">625<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Numerical Analysis II<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">626<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Mathematics and Logic<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">633<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Statistical Inference<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">634<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Graph Theory<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">635<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Stochastic Processes<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">MATH<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">636<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Combinatorics<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">PHYS<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">225<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">An Introduction to Solid State Electronics<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">PHYS<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">227<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Physical Principles of Telecommunications<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">PHYS<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">265<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Electrical Circuits<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">PHYS<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">311<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">Electromagnetism II<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Approved Non-Computer Science ElectivesOne course from the following list may be used for one elective for the major, unless it has been applied towards the fulfillment of the math or science requirements: Subject Course Number Course MATH 202 Advanced Calculus MATH 223 Differential Equations with Numerical Methods I MATH 224 Differential Equations with Numerical Methods [&hellip;]<\/p>\n","protected":false},"author":197,"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":"","inline_featured_image":false,"footnotes":""},"page_category":[],"wf_page_folders":[258],"class_list":["post-13539","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/pages\/13539","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/users\/197"}],"replies":[{"embeddable":true,"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/comments?post=13539"}],"version-history":[{"count":0,"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/pages\/13539\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/media?parent=13539"}],"wp:term":[{"taxonomy":"page_category","embeddable":true,"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/page_category?post=13539"},{"taxonomy":"wf_page_folders","embeddable":true,"href":"https:\/\/www.qc.cuny.edu\/academics\/cs\/wp-json\/wp\/v2\/wf_page_folders?post=13539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}