Data Science Graduate Certificate
The graduate certificate in Data Science is a four-course (12 credit hour) program. It provides skills, both statistical and computational, and technologies for the growing and popular fields involving data science and analysis. All students must take two required courses and two electives.
A minimum of three courses must be taken from UMSL. A maximum of two courses can be used from the 4000-level. Courses may be substituted with the permission of the certificate coordinator. For more information, students can contact the department chair or email info@arch.umsl.edu.
| Required Courses | ||
| CMP SCI 4200 | Python for Scientific Computing and Data Science | 3 |
| CMP SCI 5340 | Machine Learning | 3 |
| CMP SCI 5342 | Data Mining | 3 |
| Elective Courses | 3 | |
| Choose one of the following: | ||
| Database Management Systems | ||
| Statistical Methods for Data Science | ||
| Biological Data Science | ||
| Deep Learning | ||
| Data Visualization | ||
| Exploratory Data Analysis with R | ||
| Bayesian Statistical Methods | ||
| Total Hours | 12 | |