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:

CS 5100Foundations of Artificial Intelligence4
CS 5130Applied Programming and Data Processing for AI4
DADS 5200Mathematics for Machine Learning4
or DS 5020 Introduction to Linear Algebra and Probability for Data Science
EECE 5644Introduction to Machine Learning and Pattern Recognition4
or DADS 7275 Machine Learning and Data Analytics

Concentrations

Complete one of the following concentrations:

Program Credit/GPA Requirements

32 total semester hours required
Minimum 3.000 GPA required


Computer Vision Concentration—College of Engineering

Complete 8 semester hours from the following:8
Mobile Robotics
Robotics Sensing and Navigation
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 7945Master’s Project4

Continuous Process Engineering Concentration—College of Engineering

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 6580Artificial Intelligence for Process Engineering Capstone4

Energy Systems Concentration—College of Engineering

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 7945Master’s Project4

Machine Learning Concentration—Khoury College of Computer Sciences

CS 5800Algorithms4
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

CS 5800Algorithms4
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