| BANA348 | Business Analytics I | This course teaches the basic skills, applications, and practices necessary for continual exploration and investigation of organizational data. Based on statistical methods, business analytics searches for new insights and understanding of organizat... |
| BANA350 | Machine Learning for Business | Applications of machine learning methods to the business setting. The course covers prediction and classification methods, social network analysis & text mining, and other topics in an emerging field of AI within a variety of business disciplines. |
| BANA448 | Business Analytics II | How can data be used to inform business decisions? Students in this class learn how to use computer software to analyze data to build models of consumer and firm behavior. Students begin by extending their practical and theoretical understanding of m... |
| BANA449 | Research in Business Analytics | This course is designed to allow students to apply their knowledge of business analytics to an empirical research quesion. Students will define an empirical research question; collect, organize, and clean data using an industry standard statistical p... |
| BANA498 | Independent Study | No Description Set |
| BANA505 | Applied Statistics for Business | Survey of statistical methods applied to business problems. Reviews college-level introductory statistics and extends to classical parametric prediction methods including linear and logistic regression. Uses major statistical software. |
| BANA510 | Data Management | Introduction to data management in the context of modern business problems. Students will learn foundations of structured query language (SQL) and its applications to data manipulation. |
| BANA515 | Data Visualization | This course focuses on creating visual aids appropriate for various business tasks and goals. Students will learn how to choose appropriate graphic tools and packages, as well as interpret the graphs and analyze visual patterns in data |
| BANA520 | Advanced Business Spreadsheets | Study and implementation of intermediate and advanced spreadsheet application features as applied within business environments. Focus on data analysis tools, collaboration, statistical functions, data imports/exports, auditing tools, business intelli... |
| BANA525 | Predictive Analytics | Applications of concepts from probability and statistics to draw inferences from data. Covers advanced regression analysis including non-parametric approaches. Introduction to time series and panel techniques for predicting future data. Additional to... |
| BANA530 | Machine Learning for Business | Graduate-level class that introduces basics of machine learning in the context of modern business problems. Students will learn foundations of classification modelling, segmentation, clustering, computer vision, text analysis and sequences. |
| BANA535 | Optimization Methods for Business | Graduate-level class that introduces basics of optimization methods. Students will learn applications of optimization tools in the context of business problems. No prerequisite is required for this course, however, prior knowledge of calculus and lin... |
| BANA540 | Case Studies in Business Analytics | A series of case studies on the use of analytics in various business settings. Topics include a variety of areas of data management and analysis in various settings, such as marketing, finance, education, health care, and sport management. Cases may... |
| BANA545 | Graduate Internship in Business Analytics | This course helps the MSBA student meet the internship/work-experience graduation requirement for the MSBA degree. The student is required to work a minimum of 225 hours and fulfill other requirements as stated in the Learning Contract. Prior appro... |
| BANA550 | Research in Business Analytics | An original project in business analytics at the graduate level. May include theoretical and/or applied elements. |