Data Science: Computer Science, MS
Requirements for Students Matriculating in or before Academic Year 2026-2027. Learn more about Graduate College Academic Regulation 7.0.
Total Hours: 33
| Code | Title | Hours |
|---|---|---|
| Core Courses | ||
| Select 15 hours from the following: | 15 | |
| Data Science and Applications | ||
| Big Data Management | ||
| Applied Regression Analysis | ||
| Mathematical Statistics I | ||
or STAT 5123 | Probability Theory | |
or IEM 5003 | Probability and Statistics for Engineers | |
| Data Engineering | ||
or MATH 5653 | Data Engineering | |
or STAT 5653 | Data Engineering | |
| Hours Subtotal | 15 | |
| Required Courses | ||
| Select 9 hours from the following: | 9 | |
| Intro to Database Systems | ||
| Data Structures and Algorithm Analysis II | ||
| Mathematical Statistics II | ||
| Hours Subtotal | 9 | |
| Elective Courses | ||
| Select at least 9 hours from the following: | 9 | |
| Professional Practice | ||
| Cloud Computing and Distributed Systems | ||
| Big Data Analytics | ||
| Artificial Intelligence I | ||
| Machine Learning | ||
| Categorical Data Analysis | ||
| Time Series Analysis | ||
| Bayesian Analysis | ||
| Statistical Inference | ||
| Introduction to Optimization | ||
| Advanced Data Analytics in Industrial Engineering | ||
| Data, Process and Object Modeling | ||
| Applied Statistical Analysis in R for Engineers | ||
| Hours Subtotal | 9 | |
| Total Hours | 33 | |
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.