Data Science
Requirements for the Major in Data Science
The major requires successful completion of the following:
| Code | Title | Semester Hours |
|---|---|---|
| Course Requirements | ||
| STAT 100 | Data Science and Citizenship | 4 |
| STAT 204 | Elementary Statistics | 4 |
| or MATH 322 | Probability and Statistics II | |
| STAT 214 | Statistical Modeling | 4 |
| CSCI 157 | Introduction to Modeling and Programming | 4 |
| CSCI 284 | Database Design with Web Applications | 4 |
| MATH 210 | Linear Algebra | 4 |
| Select four of the following: 1 | 16 | |
| Data Mining | ||
| Data Structures and Algorithms | ||
| Artificial Intelligence | ||
| Advanced Linear Algebra | ||
| Bayesian Statistics | ||
| Experimental Design and Analysis | ||
| Time Series | ||
| Sports Analytics | ||
| STAT 410 | Data Science Practicum | 4 |
| Total Semester Hours | 44 | |
| Code | Title | Semester Hours |
|---|---|---|
| Additional Requirements | ||
| A comprehensive exam | ||
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One of these courses may be substituted with an approved data-intensive course from outside the department, including ESCI 222.