{"id":2086,"date":"2025-06-16T14:13:10","date_gmt":"2025-06-16T18:13:10","guid":{"rendered":"https:\/\/carleton.ca\/dsaai\/?page_id=2086"},"modified":"2026-06-15T14:26:22","modified_gmt":"2026-06-15T18:26:22","slug":"approved-elective-courses-archive","status":"publish","type":"page","link":"https:\/\/carleton.ca\/dsaai\/approved-elective-courses-archive\/","title":{"rendered":"Approved Elective Courses Archive"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        Approved Elective Courses Archive\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<p>This is an archived copy of the Approved Elective Courses List for the following academic years: 2022-23, 2023-24, 2024-25 and 2025-26. To access the Approved Electives Courses List for 2026-27, visit <a href=\"https:\/\/dsaai-courses.scs.carleton.ca\/\">https:\/\/dsaai-courses.scs.carleton.ca\/<\/a><\/p>\n\n\n\n<h2 id=\"approved-dsaai-electives\" class=\"wp-block-heading\">Approved DSAAI Electives<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>COMP 5107\/CSI 5185 Statistical and Syntactic Pattern Recognition<\/li>\n\n\n\n<li>COMP 5112\/CSI 5154 Algorithms for Data Science<\/li>\n\n\n\n<li>COMP 5306\/CSI 5100 Data Integration<\/li>\n\n\n\n<li>COMP 5340\/CSI 5340 Introduction to Deep Learning and Reinforcement Learning**<\/li>\n\n\n\n<li>COMP 5900B Special Topics in Computer Science &#8211; Graphic Analytics<\/li>\n\n\n\n<li>COMP 5900C Special Topics in Computer Science &#8211; Social Networking<\/li>\n\n\n\n<li>COMP 5900D Special Topics in Computer Science &#8211; Approximation Algorithms<\/li>\n\n\n\n<li>DATA 5002 Data Science, Ethics &amp; Society<\/li>\n\n\n\n<li>ITEC 5102 (SYSC 5500) Designing Secure Networking and Computer Systems<\/li>\n\n\n\n<li>ITEC 5103 Cloud and Datacentre Networking<\/li>\n\n\n\n<li>ITEC 5207 Data Interaction Techniques<\/li>\n\n\n\n<li>ITEC 5920 Special Topics in Digital Media &#8211; Applied Deep Learning<\/li>\n\n\n\n<li>MATH 5701 Topics in Partial Differential Equations<\/li>\n\n\n\n<li>MATH 5801 Linear Optimization<\/li>\n\n\n\n<li>MATH 5906 Research Internship*<\/li>\n\n\n\n<li>STAT 5504 Stochastic Processes and Time Series Analysis<\/li>\n\n\n\n<li>STAT 5509 (MAT 5196) Multivariate Analysis<\/li>\n\n\n\n<li>STAT 5602 (MAT 5317) Analysis of Categorical Data<\/li>\n\n\n\n<li>STAT 5702 (MAT 5182) Modern Applied and Computational Statistics<\/li>\n\n\n\n<li>STAT 5904 Statistical Internship*<\/li>\n\n\n\n<li>SYSC 5104 Methodologies for Discrete-Event Modelling And Simulation<\/li>\n\n\n\n<li>SYSC 5105 Software Quality Engineering and Management<\/li>\n\n\n\n<li>SYSC 5106 Advanced Data Visualization (formerly SYSC 5807 &#8211; Advanced Topics in Computer Systems: Advanced Data Visualization)<\/li>\n\n\n\n<li>SYSC 5206 Resource Management on Distributed Systems<\/li>\n\n\n\n<li>SYSC 5401 Adaptive and Learning Systems<\/li>\n\n\n\n<li>SYSC 5703 Integrated Database and Cloud Systems<\/li>\n\n\n\n<li>SYSC 5809 The Internet of Things<\/li>\n\n\n\n<li>Any course from the list \u201cApplications of Artificial Intelligence or Machine Learning\u201d<\/li>\n<\/ul>\n\n\n\n<h3 id=\"applications-of-artificial-intelligence-or-machine-learning\" class=\"wp-block-heading\">Applications of Artificial Intelligence or Machine Learning<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>COMP 5101\/CSI 5311 Distributed Databases and Transaction Processing Systems**<\/li>\n\n\n\n<li>COMP 5111\/CSI 5153 Data Management for Business Intelligence<\/li>\n\n\n\n<li>COMP 5113\/CSI 5350 Machine Learning for Healthcare<\/li>\n\n\n\n<li>COMP 5116\/CSI 5155 Machine Learning (offered at Carleton&#8217;s campus only)<\/li>\n\n\n\n<li>COMP 5117\/CSI 5346 Mining Software Repositories<\/li>\n\n\n\n<li>COMP 5118\/CSI 5347 Trends in Big Data Management<\/li>\n\n\n\n<li>COMP 5209\/CSI 5135 Visual Analytics<\/li>\n\n\n\n<li>COMP 5341\/CSI 5341 Learning-based Computer Vision**<\/li>\n\n\n\n<li>COMP 5505\/CSI 5386 Natural Language Processing**<\/li>\n\n\n\n<li>COMP 5704\/CSI 5131 Parallel Algorithms and Applications in Data Science<\/li>\n\n\n\n<li>COMP 5801 Topics in Machine Learning (offered at Carleton&#8217;s campus only)<\/li>\n\n\n\n<li>COMP 5801G Topics in Machine Learning &#8211; Multiagent Aspects of Deep Reinforcement Learning<\/li>\n\n\n\n<li>COMP 5801H Topics in Machine Learning &#8211; Gen AI and Large Language Models<\/li>\n\n\n\n<li>COMP 5801U\/CSI 5388 Topics in Machine Learning &#8211; AI for Cybersecurity Applications**<\/li>\n\n\n\n<li>COMP 5801W Topics in ML- Introduction to Reinforcement Learning<\/li>\n\n\n\n<li>COMP 5900 Surgical Data Science<\/li>\n\n\n\n<li>COMP 5900 Special Topics in Computer Science &#8211; Multiagent Systems<\/li>\n\n\n\n<li>ITEC 5205 Design and Development of Data-intensive Applications<\/li>\n\n\n\n<li>ITEC 5206 Data Protection and Rights Management<\/li>\n\n\n\n<li>ITEC 5920 Special Topics in Digital Media &#8211; Applied Deep Learning<\/li>\n\n\n\n<li>STAT 5705 (MAT 5373) Statistical Machine Learning<\/li>\n\n\n\n<li>STAT 5713 Advanced Data Mining***<\/li>\n\n\n\n<li>STAT 5505 Design of Experiments<\/li>\n\n\n\n<li>SYSC 5103 Software Agents<\/li>\n\n\n\n<li>SYSC 5108 Topics in Information Systems: Deep Learning<\/li>\n\n\n\n<li>SYSC 5405 Pattern Classification and Experiment Design<\/li>\n<\/ul>\n\n\n\n<p><strong>Please note<\/strong>: Not all courses are offered every year. Please consult the <a href=\"https:\/\/central.carleton.ca\/prod\/bwysched.p_select_term?wsea_code=EXT\" target=\"_blank\" rel=\"noopener noreferrer\">Public Class Schedule<\/a>.<\/p>\n\n\n\n<p>COMP Courses with ** are offered at uOttawa. DSAAI students looking to take a COMP course at uOttawa must do so via the uOttawa Exchange Program using the following <a href=\"https:\/\/gradstudents.carleton.ca\/wp-content\/uploads\/UoO-exchange-Form-Fillable.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">form<\/a>. Once the form is completed email it to <a href=\"mailto:DSAAI@carleton.ca\">DSAAI@carleton.ca<\/a>. Please note that final approval to take courses at uOttawa is dependent on approval from Graduate Studies and uOttawa. A submitted request does not mean guaranteed approval.<\/p>\n\n\n\n<p>*Subject to approval if topic is suitable by the DSAAI Governance Committee member from the School of Mathematics and Statistics. Only DSAAI Master&#8217;s students are eligible for the internships. Email <a href=\"mailto:DSAAI@carleton.ca\">DSAAI@carleton.ca<\/a> for further information.<\/p>\n\n\n\n<p>***Permission to register must be granted directly from Dr. Shirley Mills (only for 2025-26 Academic Year).<\/p>\n\n\n\n<p><strong>If you receive a registration error message during registration, please get in touch with the respective unit or submit a<\/strong> <a href=\"https:\/\/carleton.ca\/registrar\/registration\/override-requests\/\" target=\"_blank\" rel=\"noopener noreferrer\">registration override request:<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>School of Computer Science (COMP) &#8211; <a href=\"mailto:Grad.SCS@carleton.ca\">Grad.SCS@carleton.ca&nbsp;&nbsp;<\/a><\/li>\n\n\n\n<li>School of Information Technology (ITEC) &#8211; <a href=\"mailto:info@csit.carleton.ca\">info@csit.carletonn.ca<\/a><\/li>\n\n\n\n<li>School of Mathematics and Statistics (STAT) &#8211; <a href=\"mailto:ms-gradadmin@math.carleton.ca\">ms-gradadmin@math.carleton.ca<\/a><\/li>\n\n\n\n<li>Department of Systems and Computer Engineering (SYSC) &#8211; <a href=\"mailto:sysc.gradmin@cunet.carleton.ca\">sysc.gradmin@carleton.ca<\/a><\/li>\n<\/ul>\n\n\n\n<h3 id=\"permission-for-credit\" class=\"wp-block-heading\">Permission for Credit<\/h3>\n\n\n\n<p><span class=\"gform_description\">DSAAI students wishing to enroll in a course that is not on<\/span> the approved DSAAI Elective Courses list (as specified above) must submit the <a href=\"https:\/\/carleton.ca\/dsaai\/permission-for-credit\/\">Permission for Credit<\/a> form to request pre-approval to have an alternate elective course count towards their degree.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is an archived copy of the Approved Elective Courses List for the following academic years: 2022-23, 2023-24, 2024-25 and 2025-26. To access the Approved Electives Courses List for 2026-27, visit https:\/\/dsaai-courses.scs.carleton.ca\/ Approved DSAAI Electives Applications of Artificial Intelligence or Machine Learning Please note: Not all courses are offered every year. Please consult the Public [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[],"class_list":["post-2086","page","type-page","status-publish","hentry"],"acf":{"cu_post_thumbnail":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/pages\/2086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/comments?post=2086"}],"version-history":[{"count":4,"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/pages\/2086\/revisions"}],"predecessor-version":[{"id":2523,"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/pages\/2086\/revisions\/2523"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/media?parent=2086"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/dsaai\/wp-json\/wp\/v2\/cu_page_type?post=2086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}