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 core courses:
Code | Title | Hours |
---|---|---|
Intelligence | ||
CS 5100 | Foundations of Artificial Intelligence | 4 |
Programming and Algorithms | ||
CS 5010 | Programming Design Paradigm | 4 |
CS 5800 | Algorithms | 4 |
Machine Learning | ||
CS 6140 | Machine Learning | 4 |
Interaction | ||
CS 5170 | Artificial Intelligence for Human-Computer Interaction | 4 |
Options
Complete one of the following options:
Specialization Option
Code | Title | Hours |
---|---|---|
Complete two courses from one of the following specializations: | 8 | |
Vision | ||
Pattern Recognition and Computer Vision | ||
Special Topics in Artificial Intelligence | ||
Computer Vision | ||
Advanced Computer Vision | ||
Intelligent Interaction | ||
Game Artificial Intelligence | ||
Computer/Human Interaction | ||
Theory and Methods in Human Computer Interaction | ||
Robotics and Agent-Based Systems | ||
Reinforcement Learning and Sequential Decision Making | ||
Robotic Science and Systems | ||
Mobile Robotics | ||
Robotics Sensing and Navigation | ||
Machine Learning | ||
Reinforcement Learning and Sequential Decision Making | ||
Data Mining Techniques | ||
Advanced Machine Learning | ||
or EECE 7397 | Advanced Machine Learning | |
Deep Learning | ||
Unsupervised Machine Learning and Data Mining | ||
Statistical Inference: An Introduction for Engineers and Data Analysts | ||
Introduction to Machine Learning and Pattern Recognition | ||
Statistics for Bioinformatics | ||
Knowledge Management and Reasoning | ||
Natural Language Processing | ||
Information Retrieval | ||
Data Mining Techniques | ||
Special Topics in Data Science | ||
Complete one course from the electives list below or an additional course chosen from the specialization area above, outside of the student's selected specialization area. | 4 |
Coursework Option
Code | Title | Hours |
---|---|---|
Complete 12 semester hours from the electives or specialization course lists. Students can take up to one course from any Khoury College 5000–6000-level course. | 12 |
Thesis Option
Code | Title | Hours |
---|---|---|
CS 7990 | Thesis | 4 |
CS 8674 | Master’s Project | 4 |
Complete 4 semester hours from the electives or specialization course lists. | 4 |
Electives List
Code | Title | Hours |
---|---|---|
Special Topics in Artificial Intelligence | ||
Master’s Project | ||
Information Theory | ||
Game Design and Analysis | ||
AI Ethics |
Program Credit/GPA Requirements
32 total semester hours required
Minimum 3.000 GPA required