{"id":9,"date":"2014-01-02T21:42:08","date_gmt":"2014-01-02T21:42:08","guid":{"rendered":"https:\/\/www.saintpeters.edu\/data-science-and-business-analytics\/learning-goals-and-mission\/"},"modified":"2026-02-19T19:40:15","modified_gmt":"2026-02-19T19:40:15","slug":"learning-goals-and-mission","status":"publish","type":"page","link":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/learning-goals-and-mission\/","title":{"rendered":"Program Goals and Learning Objectives"},"content":{"rendered":"<h3>Master of Science in Data Science with a concentration in Business Analytics<\/h3>\n<h4>Program Goals<\/h4>\n<ul>\n<li>Develop in depth understanding of the key technologies in data science and business analytics: data mining, machine learning, visualization techniques, predictive modeling, and statistics.<\/li>\n<li>Practice problem analysis and decision-making.<\/li>\n<li>Gain practical, hands-on experience with statistics programming languages and big data tools through coursework and applied research experiences.<\/li>\n<\/ul>\n<h4>Learning Objectives<\/h4>\n<p>Students who have completed the MS in Data Science and Business Analytics Program will be able to:<\/p>\n<ul>\n<li>Apply quantitative modeling and data analysis techniques to the solution of real world business problems, communicate findings, and effectively present results using data visualization techniques.<\/li>\n<li>Recognize and analyze ethical issues in business related to intellectual property, data security, integrity, and privacy.<\/li>\n<li>Apply ethical practices in everyday business activities and make well-reasoned ethical business and data management decisions.<\/li>\n<li>Demonstrate knowledge of statistical data analysis techniques utilized in business decision making.<\/li>\n<li>Apply principles of Data Science to the analysis of business problems.<\/li>\n<li>Use data mining software to solve real-world problems.<\/li>\n<li>Employ cutting edge tools and technologies to analyze Big Data.<\/li>\n<li>Apply algorithms to build machine intelligence.<\/li>\n<li>Demonstrate use of team work, leadership skills, decision making and organization theory.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Master of Science in Data Science with a concentration in Business Analytics Program Goals Develop in depth understanding of the key technologies in data science and business analytics: data mining, machine learning, visualization techniques, predictive modeling, and statistics. Practice problem analysis and decision-making. Gain practical, hands-on experience with statistics programming languages and big data tools [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":22,"comment_status":"closed","ping_status":"closed","template":"template-department-standard-child.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-9","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/pages\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":4,"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":12015,"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/pages\/9\/revisions\/12015"}],"wp:attachment":[{"href":"https:\/\/www.saintpeters.edu\/academics\/graduate-programs\/master-of-science-in-data-science\/wp-json\/wp\/v2\/media?parent=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}