Business Analytics and Data Science: Advanced Data Science, MS
Requirements for Students Matriculating in or before Academic Year 2026-2027. Learn more about Graduate College Academic Regulation 7.0.
Total Hours: 38 (1)
| Code | Title | Hours |
|---|---|---|
| Required Courses | ||
| BAN 5400 | Practicum in Business Analytics 2 | 2 |
| BAN 5560 | Business Analytics Research and Communications 2 | 1 |
| BAN 5570 | Business Analytics Research and Communications II 2 | 2 |
| BAN 5733 | Descriptive Business Analytics | 3 |
| BAN 5743 | Predictive Business Analytics | 3 |
| BAN 5753 | Advanced Business Analytics | 3 |
| MSIS 5193 | Programming for Data Science and Analytics I | 3 |
| MSIS 5503 | Statistics for Data Science | 3 |
| or STAT 5013 | Statistics for Experimenters I | |
| MSIS 5663 | Advanced Data Wrangling | 3 |
| Hours Subtotal | 23 | |
| Required Option Core Courses | ||
| MSIS 5633 | Predictive Analytics Technologies | 3 |
| Hours Subtotal | 3 | |
| Electives | ||
| Required Option Electives | ||
| Select 9 hours from the following or other courses as approved by the program director: | 9 | |
| Advanced Marketing Research Analytics | ||
| Programming for Data Science and Analytics II | ||
| Prescriptive Analytics | ||
| Advanced Data Science Applications | ||
| Predictive Analytics Technologies | ||
| Descriptive Analytics and Visualization | ||
| Advanced Analytics Technologies | ||
| Scripting Essentials | ||
| Select 3 hours from the following or other courses as approved by program director: | 3 | |
| MBA Financial Reporting | ||
| Strategic Marketing and Business Analytics | ||
| Advanced Practicum in Business Analytics | ||
| Cloud Computing and Distributed Systems | ||
| Big Data Management | ||
| Big Data Analytics | ||
| Managerial Economics | ||
| CIE Scholar Practicum | ||
| Business Finance | ||
| Survey of Health Care Administration | ||
| Health Care Informatics | ||
| Introduction to Optimization | ||
| Network Optimization | ||
| Advanced Production and Inventory Control | ||
| Discrete System Simulation | ||
| Marketing Management | ||
| Base SAS Programming for Database Marketing | ||
| Advanced SAS Programming for Marketing Analytics | ||
| Enterprise Resource Planning | ||
| Cybersecurity Systems Management | ||
| Information Technology Forensics and Incident Response | ||
| Legal and Ethical Issues in Information Technology | ||
| Time Series Analysis | ||
| Statistical Machine Learning with R | ||
| Categorical Data Analysis | ||
| Bayesian Analysis | ||
| Statistical Inference | ||
| Multivariate Analysis | ||
| Hours Subtotal | 12 | |
| Total Hours | 38 | |
- 1
Online students may receive up to 5 hours credit for relevant prior work experience.
- 2
This course may be replaced with advanced standing credit for online students.
Graduate College Master's Program Requirements
Learn more about Graduate College 2026-2027 Master’s Degree Program Requirements. Check the General Graduate College academic regulations for minimal GPA, language proficiency and other general requirements.