{"id":7496,"date":"2026-03-13T13:50:49","date_gmt":"2026-03-13T17:50:49","guid":{"rendered":"https:\/\/www.clarku.edu\/business\/?page_id=7496"},"modified":"2026-04-21T11:57:51","modified_gmt":"2026-04-21T15:57:51","slug":"curriculum","status":"publish","type":"page","link":"https:\/\/www.clarku.edu\/business\/academics\/undergraduate-programs\/business-analytics-applied-ai-bs\/curriculum\/","title":{"rendered":"Curriculum"},"content":{"rendered":"\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h1 class=\"wp-block-heading has-large-font-size\" id=\"h-business-analytics-and-applied-ai-b-s\">Business Analytics and Applied AI, B.S.<\/h1>\n\n\n<?xml encoding=\"utf-8\" ?><nav class=\"is-responsive wp-block-navigation is-layout-flex wp-block-navigation-is-layout-flex\" aria-label=\"Menu\" data-wp-interactive=\"core\/navigation\" data-wp-context='{\"overlayOpenedBy\":{\"click\":false,\"hover\":false,\"focus\":false},\"type\":\"overlay\",\"roleAttribute\":\"\",\"ariaLabel\":\"Menu\"}'><button aria-haspopup=\"dialog\" aria-label=\"Open menu\" class=\"wp-block-navigation__responsive-container-open\" data-wp-on--click=\"actions.openMenuOnClick\" data-wp-on--keydown=\"actions.handleMenuKeydown\"><svg width=\"24\" height=\"24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 7.5h16v1.5H4z\"><\/path><path d=\"M4 15h16v1.5H4z\"><\/path><\/svg><span class=\"menu-title\">Menu<\/span><\/button>\n\t\t\t\t<div class=\"wp-block-navigation__responsive-container\" id=\"modal-1\" data-wp-class--has-modal-open=\"state.isMenuOpen\" data-wp-class--is-menu-open=\"state.isMenuOpen\" data-wp-watch=\"callbacks.initMenu\" data-wp-on--keydown=\"actions.handleMenuKeydown\" data-wp-on--focusout=\"actions.handleMenuFocusout\" tabindex=\"-1\">\n\t\t\t\t\t<div class=\"wp-block-navigation__responsive-close\" tabindex=\"-1\">\n\t\t\t\t\t\t<div class=\"wp-block-navigation__responsive-dialog\" data-wp-bind--aria-modal=\"state.ariaModal\" data-wp-bind--aria-label=\"state.ariaLabel\" data-wp-bind--role=\"state.roleAttribute\">\n\t\t\t\t\t\t\t<button aria-label=\"Close menu\" class=\"wp-block-navigation__responsive-container-close\" data-wp-on--click=\"actions.closeMenuOnClick\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 24 24\" width=\"24\" height=\"24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m13.06 12 6.47-6.47-1.06-1.06L12 10.94 5.53 4.47 4.47 5.53 10.94 12l-6.47 6.47 1.06 1.06L12 13.06l6.47 6.47 1.06-1.06L13.06 12Z\"><\/path><\/svg><\/button>\n\t\t\t\t\t\t\t<div class=\"wp-block-navigation__responsive-container-content\" data-wp-watch=\"callbacks.focusFirstElement\" id=\"modal-1-content\">\n\t\t\t\t\t\t\t\t<ul class=\"wp-block-navigation__container is-responsive wp-block-navigation\"><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/www.clarku.edu\/business\/academics\/undergraduate-programs\/business-analytics-applied-ai-bs\/\"><span class=\"wp-block-navigation-item__label\">Overview<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/www.clarku.edu\/business\/academics\/undergraduate-programs\/business-analytics-applied-ai-bs\/curriculum\/\"><span class=\"wp-block-navigation-item__label\">Curriculum<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/www.clarku.edu\/business\/academics\/undergraduate-programs\/business-analytics-applied-ai-bs\/learning-outcomes\/\"><span class=\"wp-block-navigation-item__label\">Learning Outcomes<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\" href=\"https:\/\/www.clarku.edu\/business\/academics\/undergraduate-programs\/business-analytics-applied-ai-bs\/careers\/\"><span class=\"wp-block-navigation-item__label\">Careers<\/span><\/a><\/li><\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/nav>\n<\/div>\n\n\n<h2 class=\"wp-block-post-title\">Curriculum<\/h2>\n\n\n<div class=\"wp-block-columns sidebar is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"is-style-intro\">The Business Analytics and Applied AI major is a program that equips students with advanced skills in programming, statistics, data analysis, and applied artificial intelligence, in the context of real-world business decision-making.<\/p>\n\n\n\n<p>In doing so, students will acquire both the technical expertise and the business acumen necessary to transform data into actionable strategies.<\/p>\n\n\n<div style=\"color:inherit\" class=\"eyebrow  has-text-align-left\">Requirements<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>14 credits<\/li>\n\n\n\n<li>7 business core courses<\/li>\n\n\n\n<li>4 major core courses<\/li>\n\n\n\n<li>1 capstone<\/li>\n\n\n\n<li>2 electives<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.clarku.edu\/business\/academics\/assurance-of-learning\/\">Assurance of Learning<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-featured-courses\">Featured courses<\/h2>\n\n\n<div class=\"wp-block-group is-layout-grid wp-block-group-is-layout-grid clarku_cl_cards clarku-post-filter-grid \">\t \n<div class=\"clarku-course\">\n\t<figure>\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2026\/04\/database-management-sql-analytics-300x200-jpg.avif\" class=\"clarku-block-card-img clarku-block-card-img-full wp-post-image\" alt=\"Database management\" srcset=\"https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2026\/04\/database-management-sql-analytics-300x200-jpg.avif 300w, https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2026\/04\/database-management-sql-analytics-768x512-jpg.avif 768w, https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2026\/04\/database-management-sql-analytics-jpg.avif 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t<div class=\"course-tags\">\n\t\t\t\t\t<\/div>\n\t<\/figure>\n\t<div class=\"course-content\">\n\t\t\t\t<div class=\"eyebrow\">BAN 215<\/div>\n\t\t\n\t\t\t\t<h3 class=\"wp-block-heading\">Database Management Systems and SQL for Analytics<\/h3>\n\t\t\n\t\t\t\t<p><p>To compete in a data-driven world, data analytic skills and database skills are key. This course serves as an introduction to database management systems, SQL as a database language, and database design concepts. We focus on process-driven\/structured data and a relational database and use SQL coding techniques to select the right data for further analysis.<\/p>\n<\/p>\n\t\t\n\t<\/div>\n<\/div>\n \n<div class=\"clarku-course\">\n\t<figure>\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/12\/intro-artifical-intelligence-300x200-jpg.avif\" class=\"clarku-block-card-img clarku-block-card-img-full wp-post-image\" alt=\"Futuristic graphic with lights signifying a neural network\" srcset=\"https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/12\/intro-artifical-intelligence-300x200-jpg.avif 300w, https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/12\/intro-artifical-intelligence-768x512-jpg.avif 768w, https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/12\/intro-artifical-intelligence-jpg.avif 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t<div class=\"course-tags\">\n\t\t\t\t\t<\/div>\n\t<\/figure>\n\t<div class=\"course-content\">\n\t\t\t\t<div class=\"eyebrow\">BAN 210<\/div>\n\t\t\n\t\t\t\t<h3 class=\"wp-block-heading\">Introduction to Artificial Intelligence for Data Scientists and Business Analysts<\/h3>\n\t\t\n\t\t\t\t<p><p>This course introduces undergraduate students to the exciting world of Artificial Intelligence (AI) and its impact on business and society. The class is designed for students from all majors, with no prior technical or coding background required.<\/p>\n<\/p>\n\t\t\n\t<\/div>\n<\/div>\n \n<div class=\"clarku-course\">\n\t<figure>\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/03\/applied-machine-learning-300x200-jpg.avif\" class=\"clarku-block-card-img clarku-block-card-img-full wp-post-image\" alt=\"Graphic of brain with binary code, machine learning\" srcset=\"https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/03\/applied-machine-learning-300x200-jpg.avif 300w, https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/03\/applied-machine-learning-768x512-jpg.avif 768w, https:\/\/www.clarku.edu\/business\/wp-content\/uploads\/sites\/2\/2025\/03\/applied-machine-learning-jpg.avif 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t<div class=\"course-tags\">\n\t\t\t\t\t\t\t<span class=\"ct pill problems-of-practice\" title=\"Problems of Practice\">POP<\/span>\n\t\t\t\t\t<\/div>\n\t<\/figure>\n\t<div class=\"course-content\">\n\t\t\t\t<div class=\"eyebrow\">DSCI 225<\/div>\n\t\t\n\t\t\t\t<h3 class=\"wp-block-heading\">Applied Machine Learning<\/h3>\n\t\t\n\t\t\t\t<p><p>An investigation into the fundamental techniques and practices of machine learning. The primary activities of the course will be a series of lectures and a corresponding series of lab sessions, programming projects, and written assignments. The course will focus on applying machine learning to practical problems in Data Science and will also introduce the student [&hellip;]<\/p>\n<\/p>\n\t\t\n\t<\/div>\n<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>The Business Analytics and Applied AI major is a program that equips students with advanced skills in programming, statistics, data analysis, and applied artificial intelligence, in the context of real-world business decision-making. In doing so, students will acquire both the technical expertise and the business acumen necessary to transform data into actionable strategies. Featured courses<\/p>\n","protected":false},"author":15,"featured_media":0,"parent":7491,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-7496","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Curriculum | School of Business | Clark University<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.clarku.edu\/business\/academics\/undergraduate-programs\/business-analytics-applied-ai-bs\/curriculum\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Curriculum\" \/>\n<meta property=\"og:description\" content=\"The Business Analytics and Applied AI major is a program that equips students with advanced skills in programming, statistics, data analysis, and applied artificial intelligence, in the context of real-world business decision-making. 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