{"id":513,"date":"2010-10-19T14:59:47","date_gmt":"2010-10-19T18:59:47","guid":{"rendered":"http:\/\/www-test.bu.edu\/iss\/?page_id=513"},"modified":"2025-08-12T17:48:44","modified_gmt":"2025-08-12T21:48:44","slug":"courses","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/minds\/courses\/","title":{"rendered":"Teaching"},"content":{"rendered":"<p style=\"text-align: left;\"><div class=\"bu-slideshow-container books_800x279 autoplay\" id=\"bu-slideshow-container-1725\" data-slideshow-name=\"books_800x279\" data-slideshow-delay=\"5000\" style=\"width: auto; \"><div class='slideshow-loader active'><div class='loader-animation'><\/div><p>loading slideshow...<\/p><\/div><div class=\"bu-slideshow-slides\"><ul class=\"bu-slideshow transition-fade\" id=\"bu-slideshow-1725\"><li id=\"bu-slideshow-1725_0\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books03t.jpg\" alt=\"Book covers: optimization\" \/><\/div><\/li><li id=\"bu-slideshow-1725_1\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books06t.jpg\" alt=\"Book covers: algorithms\" \/><\/div><\/li><li id=\"bu-slideshow-1725_2\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books07t.jpg\" alt=\"Book covers: information theory, detection, estimation\" \/><\/div><\/li><li id=\"bu-slideshow-1725_3\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books05t.jpg\" alt=\"Book covers: communication and networks\" \/><\/div><\/li><li id=\"bu-slideshow-1725_4\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books04t.jpg\" alt=\"Book covers: probability\" \/><\/div><\/li><li id=\"bu-slideshow-1725_5\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books08t.jpg\" alt=\"\" \/><\/div><\/li><li id=\"bu-slideshow-1725_6\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books02t.jpg\" alt=\"Book covers: image and video processing\" \/><\/div><\/li><li id=\"bu-slideshow-1725_7\" class=\"slide \"><div class=\"bu-slide-container slide-caption-bottom-right\"><img src=\"\/minds\/files\/2017\/08\/Books01t.jpg\" alt=\"Book covers: signal processing\" \/><\/div><\/li><\/ul><\/div><\/div><\/p>\n<p style=\"text-align: left;\">Below is a list of courses taught by MINDS faculty. For a detailed description and schedule go to <a href=\"https:\/\/www.bu.edu\/academics\/eng\/courses\/electrical-computer-engineering\/\">BU Academics<\/a>.<\/p>\n<p>Undergraduate courses:<\/p>\n<ul>\n<li><strong>EK307: Electric Circuit Theory<\/strong><\/li>\n<li><strong>EC330: Applied Algorithms for Engineers<\/strong><\/li>\n<li><strong>EC381: Probability Theory in Electrical and Computer Engineering<\/strong><\/li>\n<li><strong>EC401: Signals and Systems<\/strong><\/li>\n<li><strong>EC402: Control Systems<\/strong><\/li>\n<li><strong>EC414: Introduction to Machine Learning<\/strong><\/li>\n<li><strong>EC417: Electric Energy Systems: Adapting to Renewable Resources<\/strong><\/li>\n<li><strong>EC415: Software Radios<\/strong><\/li>\n<li><strong>EC418: Introduction to Reinforcement Learning<\/strong><\/li>\n<li><strong>EC441: Introduction to Computer Networking<\/strong><\/li>\n<li><strong>EC 444: Smart and Connected Systems<\/strong><\/li>\n<\/ul>\n<p>Introductory graduate courses:<\/p>\n<ul>\n<li><strong>EC500: Medical Image Analysis using AI tools<\/strong><\/li>\n<li><strong>EC500: Foundations of Probabilistic Machine Learning\u00a0<\/strong><\/li>\n<li><strong>EC500: Control of Sustainable Power Systems<\/strong><\/li>\n<li><strong>EC501: Dynamic System Theory<\/strong><\/li>\n<li><strong>EC503: Learning from Data<\/strong><\/li>\n<li><strong>EC504: Advanced Data Structures<\/strong><\/li>\n<li><strong>EC505: Stochastic Processes, Detection and Estimation<\/strong><\/li>\n<li><strong>EC508: Wireless Communication<\/strong><\/li>\n<li><strong>EC516: Digital Signal Processing<\/strong><\/li>\n<li><strong>EC518: Robot Learning<\/strong><\/li>\n<li><strong>EC 519: Speech Processing by Humans and Machines<\/strong><\/li>\n<li><strong>EC520: Digital Image Processing and Communication<\/strong>.<\/li>\n<li><strong>EC522: Computational Optical Imaging<\/strong><\/li>\n<li><strong>EC523: Deep Learning<\/strong><\/li>\n<li><strong>EC524: Optimization Theory and Methods<\/strong><\/li>\n<li><strong>EC525: Optimization for Machine Learning<\/strong><\/li>\n<li><strong>EC535: Introduction to Embedded Systems<\/strong><\/li>\n<li><strong>EC541: Computer Communication Networks<\/strong><\/li>\n<li><strong>EC544: Networking the Physical World<\/strong><\/li>\n<\/ul>\n<p>Advanced graduate courses:<\/p>\n<ul>\n<li><strong>EC701: Optimal Control and Robust Control<\/strong><\/li>\n<li><strong>EC702: Recursive Estimation and Optimal Filtering<\/strong><\/li>\n<li><strong>EC710: Dynamic Programming and Reinforcement Learning<\/strong><\/li>\n<li><strong>EC716: Advanced Digital Signal Processing<\/strong><\/li>\n<li><strong>EC717: Image Reconstruction and Restoration<\/strong><\/li>\n<li><strong>EC719: Statistical Pattern Recognition<\/strong><\/li>\n<li><strong>EC720: Digital Video Processing<\/strong><\/li>\n<li><strong>EC724: Advanced Optimization Theory and Methods<\/strong><\/li>\n<li><strong>EC725: Queueing Systems<\/strong><\/li>\n<li><strong>EC732: Combinatorial Optimization and Graph Algorithms<\/strong><\/li>\n<li><strong>EC733: Discrete Event and Hybrid Systems<\/strong><\/li>\n<li><strong>EC734: Hybrid Systems<\/strong><\/li>\n<\/ul>\n<p>Mathematics and Statistics courses of interest to MINDS students (see detailed description and schedule <a href=\"https:\/\/www.bu.edu\/academics\/cas\/courses\/mathematics-statistics\/\" target=\"_blank\" rel=\"noopener noreferrer\">on this BU Academics page<\/a>):<\/p>\n<ul>\n<li><strong>CAS MA711: Real Analysis<\/strong><\/li>\n<li><strong>CAS MA 717: Functional Analysis I<\/strong><\/li>\n<li><strong>CAS MA 741: Algebra I<\/strong><\/li>\n<li><strong>CAS MA 742: Algebra II<\/strong><\/li>\n<li><strong>CAS MA 779: Probability Theory I<\/strong><\/li>\n<li><strong>CAS MA 780: Probability Theory II<\/strong><\/li>\n<li><strong>CAS MA 782: Hypothesis Testing<\/strong><\/li>\n<\/ul>\n<p>Computer Science courses of interest to MINDS students (see detailed description and schedule <a href=\"https:\/\/www.bu.edu\/academics\/cas\/courses\/computer-science\/\" target=\"_blank\" rel=\"noopener noreferrer\">on this BU Academics page<\/a>):<\/p>\n<ul>\n<li><strong>CAS CS530: Advanced Algorithms<\/strong><\/li>\n<li><strong>CAS CS 535: Complexity Theory<\/strong><\/li>\n<li><strong>CAS CS 537: Randomness in Computing<\/strong><\/li>\n<li><strong>CAS CS 538: Fundamentals of Cryptography<\/strong><\/li>\n<li><strong>CAS CS 541: Applied Machine Learning<\/strong><\/li>\n<li><strong>CAS CS 542: Principles of Machine Learning<\/strong><\/li>\n<li><strong>CAS CS 548: Advanced Cryptography<\/strong><\/li>\n<li><strong>CAS CS 565: Algorithmic Data Mining<\/strong><\/li>\n<li><strong>CAS CS 585: Image and Video Computing<\/strong><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Below is a list of courses taught by MINDS faculty. For a detailed description and schedule go to BU Academics. Undergraduate courses: EK307: Electric Circuit Theory EC330: Applied Algorithms for Engineers EC381: Probability Theory in Electrical and Computer Engineering EC401: Signals and Systems EC402: Control Systems EC414: Introduction to Machine Learning EC417: Electric Energy Systems: [&hellip;]<\/p>\n","protected":false},"author":2559,"featured_media":0,"parent":0,"menu_order":6,"comment_status":"closed","ping_status":"closed","template":"page-templates\/no-sidebars.php","meta":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/pages\/513"}],"collection":[{"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/users\/2559"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/comments?post=513"}],"version-history":[{"count":50,"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/pages\/513\/revisions"}],"predecessor-version":[{"id":2450,"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/pages\/513\/revisions\/2450"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/minds\/wp-json\/wp\/v2\/media?parent=513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}