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 | Applied Programming and Data Processing for AI | 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 |
Concentrations
Complete one of the following concentrations:
- Computer Vision—College of Engineering
- Continuous Process Engineering—College of Engineering
- Energy Systems—College of Engineering
- Machine Learning—Khoury College of Computer Sciences
- Robotics and Agent-Based Systems—Khoury College of Computer Sciences
Program Credit/GPA Requirements
32 total semester hours required
Minimum 3.000 GPA required
Computer Vision Concentration—College of Engineering
Code | Title | Hours |
---|---|---|
Complete 8 semester hours from the following: | 8 | |
Mobile Robotics | ||
Robotics Sensing and Navigation | ||
or ME 5554 | Robotics Sensing and Navigation | |
Reinforcement Learning and Decision Making Under Uncertainty | ||
Computer Vision | ||
Data Visualization | ||
Complete 4 semester hours from the following: | 4 | |
Parallel Processing for Data Analytics | ||
Advanced Computer Vision | ||
Advanced Machine Learning | ||
Advanced Special Topics in Electrical and Computer Engineering | ||
Capstone | ||
EECE 7945 | Master’s Project | 4 |
Continuous Process Engineering Concentration—College of Engineering
Code | Title | Hours |
---|---|---|
Students without a chemical engineering degree are advised to choose the 510X courses, which serve as a bridge from other degrees. | ||
Complete 8 semester hours from the following: | 8 | |
Fundamentals of Chemical Engineering: Fluid, Heat, and Mass Transfer and Fundamentals of Chemical Engineering: Thermodynamics and Kinetics | ||
Fundamentals in Process Safety Engineering and Process Safety Engineering for Biotechnology and Pharmaceutical Industries | ||
Pharmaceutical Engineering I and Pharmaceutical Engineering II | ||
Complete 4 semester hours from the following: | 4 | |
Computational Chemistry and Journal Club in Chemical Engineering | ||
Computational Modeling in Chemical Engineering | ||
Designing for Process Safety | ||
Numerical Strategies and Data Analytics for Chemical Sciences | ||
Intelligent Manufacturing | ||
AI Ethics | ||
AI in Drug Discovery and Development | ||
Capstone | ||
CHME 6580 | Artificial Intelligence for Process Engineering Capstone | 4 |
Energy Systems Concentration—College of Engineering
Code | Title | Hours |
---|---|---|
Complete 12 semester hours from the following: | 12 | |
Electrochemical Engineering | ||
Carbon Capture, Utilization, and Storage | ||
Fundamentals of Energy System Integration | ||
Renewable Energy Development | ||
Applications of Artificial Intelligence in Energy Systems | ||
Principles, Devices, and Materials for Energy Storage and Energy Harvesting | ||
Special Topics in Mechanical Engineering | ||
Mathematical Methods for Mechanical Engineers 1 | ||
AI Ethics | ||
Capstone | ||
ME 7945 | Master’s Project | 4 |
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 |
Robotics and Agent-Based Systems 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 | ||
Robotic Science and Systems | ||
Mobile Robotics | ||
Robotics Sensing and Navigation | ||
Capstone | ||
Complete 4 semester hours from the following: | 4 | |
AI Capstone | ||
Master’s Project |