Beginning with students admitted in the fall of 2026, all students pursuing on-ground master's degree programs must complete a university-level experiential learning requirement. This requirement may be fulfilled through the curriculum, co-op, or other work- or industry-integrated learning experiences.
Complete all courses and requirements listed below unless otherwise indicated.
Core Requirements
A cumulative GPA of 3.000 or higher is required in the following:
| Code | Title | Hours |
|---|---|---|
| CS 5100 | Foundations of Artificial Intelligence | 4 |
| CS 5130 and CS 5131 | Applied Programming and Data Processing for AI and Recitation for CS 5130 | 4 |
| DADS 5200 | Mathematics for Machine Learning | 4 |
| or DS 5020 | Introduction to Linear Algebra and Probability for Data Science | |
| EECE 5644 | Introduction to Machine Learning and Pattern Recognition | 4 |
| or DADS 7275 | Machine Learning and Data Analytics | |
Required Concentration
- Machine Learning—Khoury College of Computer Sciences
Program Credit/GPA Requirements
32 total semester hours required
Minimum 3.000 GPA required
Machine Learning Concentration—Khoury College of Computer Sciences
| Code | Title | Hours |
|---|---|---|
| CS 5800 | Algorithms | 4 |
| Complete 8 semester hours from the following: | 8 | |
| Reinforcement Learning and Sequential Decision Making | ||
| Pattern Recognition and Computer Vision | ||
| Natural Language Processing | ||
| Information Retrieval | ||
| Data Mining Techniques | ||
| Advanced Machine Learning | ||
| Deep Learning | ||
| Special Topics in Artificial Intelligence | ||
| Capstone | ||
| Complete 4 semester hours from the following: | 4 | |
| AI Capstone | ||
| Master’s Project | ||
| Optional Co-op | ||
| CS 6964 | Co-op Work Experience | 0 |
| or CS 6954 | Co-op Work Experience - Half-Time | |
| or CS 6955 | Co-op Work Experience Abroad - Half-Time | |
| or CS 6965 | Co-op Work Experience Abroad | |