For details about this program, including program description, admission requirements, and contact information, click here.
Program Requirements
| Code | Title | Credits |
|---|---|---|
| Required Core | ||
| CSIT 528 | Statistics for Data Science | 3 |
| CSIT 553 | Exploratory Data Analysis and Visualization | 3 |
| CSIT 555 | Database Systems | 3 |
| CSIT 571 | Computer Algorithms and Analysis | 3 |
| CSIT 598 | Machine Learning | 3 |
| CSIT 599 | Deep Learning | 3 |
| Culminating Experience and Electives | ||
| Complete one of the following Culminating Experience options. | 12 | |
| 1. Course-Only Option | ||
| Complete four elective courses from the list below. | ||
| 2. Research/Project Option | ||
| Research Methods in Computing | ||
| Master's Project | ||
or CSIT 698 | Master's Thesis | |
| Complete two elective courses from the list below. | ||
| Total Credits | 30 | |
Electives
| Code | Title | Credits |
|---|---|---|
| AMAT 530 | Scientific and Numerical Computing I | 3 |
| AMAT 532 | Applied Linear Algebra | 3 |
| AMAT 534 | Data-Driven Modeling and Computation | 3 |
| AMAT 536 | Applied Probability and Stochastic Processes | 3 |
| AMAT 540 | Scientific and Numerical Computing II | 3 |
| APLN 550 | Computational Linguistics I | 3 |
| APLN 551 | Computational Linguistics II | 3 |
| APLN 552 | Special Topics in Natural Language Processing | 3 |
| CSIT 529 | High-Performance Computing | 3 |
| CSIT 532 | Introduction to Artificial Intelligence | 3 |
| CSIT 550 | Text Management | 3 |
| CSIT 552 | Python for Data Science | 3 |
| CSIT 554 | Big Data Analytics | 3 |
| CSIT 558 | Data Mining | 3 |
| CSIT 559 | Generative AI | 3 |
| CSIT 574 | Computer Vision and Image Processing | 3 |
| CSIT 577 | Healthcare Analytics and Artificial Intelligence - Capstone | 3 |
| STAT 538 | Regression Methods | 3 |
Recommended Roadmap to Program of Study Completion
This plan is provided as an outline for students to complete the requirements for this program of study within two years. This plan is a recommendation only and students should meet with their advisor to develop a more individualized plan to complete their degree.
Course-Only Option
| First Year | |||
|---|---|---|---|
| Fall | Credits | Spring | Credits |
| CSIT 528 | 3 | CSIT 553 | 3 |
| CSIT 555 | 3 | Elective 1 | 3 |
| CSIT 571 | 3 | Elective 2 | 3 |
| 9 | 9 | ||
| Second Year | |||
| Fall | Credits | Spring | Credits |
| CSIT 598 | 3 | CSIT 599 | 3 |
| Elective Course 3 | 3 | ||
| Elective Course 4 | 3 | ||
| 9 | 3 | ||
| Total Credits 30 | |||
Research/Project Option
| First Year | |||
|---|---|---|---|
| Fall | Credits | Spring | Credits |
| CSIT 528 | 3 | CSIT 553 | 3 |
| CSIT 555 | 3 | Elective Course 1 | 3 |
| CSIT 571 | 3 | Elective Course 2 | 3 |
| 9 | 9 | ||
| Second Year | |||
| Fall | Credits | Spring | Credits |
| CSIT 598 | 3 | CSIT 599 | 3 |
| CSIT 696 | 3 | CSIT 697 or 698 | 3 |
| 6 | 6 | ||
| Total Credits 30 | |||