xMS

The Master of Science in Engineering and Applied Science is for engineers aspiring to a leadership position in their field or looking to pivot to a new technical focus.

Applicants are expected to have a bachelor’s degree in a STEM field and typically two to five years’ work experience in a technical role. They should be able to articulate a vision for what they want to accomplish after they have graduated with their masters’ degree.

This is a full-time, on-campus, 30-credit program for professionals who are planning their next career move — the program gives engineers the skills necessary to lead at the highest level in a technical organization or to launch a technical start-up.

The Master of Science in Engineering is a full-time STEM designated 30-point program. Students begin in the fall semester and may complete the program in May, August, or December of the following year.

Core Courses (15 Points):
ENGI E4501Human-Centered Design and Innovation
ENGI E4502Design of UI/UX for Connected Systems
ENGI E4503Analytics in Python
ENGI E4504Data, Models and Decisions
ENGI E4505Frontiers of Tough Tech
ENGI E4507Fundamental Design Tools
ENGI E4509Strategy, Leadership and Organizational Change
Capstone Course (3 Points):
ENGI E4510Capstone

xMS Concentrations

Select nine credits from one concentration.

Advanced Materials and Nanotechnology

ELEN E4411FUNDAMENTALS OF PHOTONICS
ELEN E4944PRNCPLS OF DEVICE MICROFABRCTN
ENME E4114MECHANCS OF FRACTURE & FATIGUE
ENME E4115MICROMECH OF COMPOSITE MAT
MECE E4212MICROELECTROMECHANICAL SYSTEMS
MSAE E4090NANOTECHNOLOGY
MSAE E4102SYNTHESIS & PROCESSING OF MATERIALS
MSAE E4206ELEC & MAGNETIC PROP OF SOLIDS
MSAE E4215MECH BEHAVIOR OF MATERIALS
MSAE E4250CERAMICS & COMPOSITES
MSAE E4260ELECTROCHEM MATLS & DEVS
MSAE E4301MATERIALS SCIENCE LABORATORY
ELEN E4106Advanced Solid State Devices and Materials
ENME E4117Mechanics of Fiber-Reinforced Composites
CHEN E4620INTRO-POLYMERS/SOFT MATERIALS
CHEN E4630TOPICS IN SOFT MATERIALS
CHEN E4665Polymer Chemistry for Sustainable Solutions
CHEN E4150COMPUTATIONAL FLUID DYNAMICS I
CHEN E4650POLYMER PHYSICS

Artificial Intelligence and Machine Learning

COMS W4701ARTIFICIAL INTELLIGENCE
COMS W4705NATURAL LANGUAGE PROCESSING
COMS W4731Computer Vision I: First Principles
COMS W4732Computer Vision II: Learning
COMS W4773Machine Learning Theory
COMS W4774Unsupervised Learning
COMS W4775Causal Inference
COMS W4776Machine Learning for Data Science
COMS W4995TOPICS IN COMPUTER SCIENCE (Applied Deep Learning)
COMS W4995TOPICS IN COMPUTER SCIENCE (Causal Inference for Data)
COMS W4995TOPICS IN COMPUTER SCIENCE ( Deep Learning for Computer Vision )
COMS W6706Advanced Spoken Language Processing
COMS E6998TOPICS IN COMPUTER SCIENCE (Reinforcement Learning LLMs)
COMS E6998TOPICS IN COMPUTER SCIENCE (Machine Learning Frontiers)
COMS E6998TOPICS IN COMPUTER SCIENCE (High Performance Machine Learning)
COMS E6998TOPICS IN COMPUTER SCIENCE (Deep Learning for Robot Manipulation)
EAEE E4000Machine learning for environmental engineering and science
EAEE E4009GIS-RES,ENVIR,INFRASTRUCTR MGT
ECBM E4040NEURAL NETWRKS & DEEP LEARNING
EEEL E4220Energy System Economics and Optimization
ELEN E6908TOPICS IN ELECTRICAL AND COMPUTER ENGINE ( Embedded AI)
IEOR E4523Data Analytics and Machine Learning
MECE E4602INTRODUCTION TO ROBOTICS
MECS E4603APPLIED ROBOTICS: ALGORITHMS&SOFTWARE
MECE E4611ROBOTICS STUDIO
MECE E6612Robotics Studio (Advanced)
MECE E6615ROBOTIC MANIPULATION
MECE E6616ROBOT LEARNING
ORCS E4529Reinforcement Learning
ELEN E4720Machine Learning for Signals, Information and Data
EECS E4764Artificial Intelligence of Things (AIoT)
MEEC E6600Mathematics of Machine Learning, Signals, and Control
EECS E6694TOPICS DATA-DRIVEN ANAL & COMP (GenAI and Modern Deep Learning )
EECS E6699TOPICS DATA-DRIVEN ANAL & COMP (Mathematics of Deep Learning)
EECS E6720BAYESIAN MOD MACHINE LEARNING
ELEN E6820SPEECH&AUDIO PROC&REC
ELEN E6876Sparse and Low-Dimensional Models for High-Dimensional Data
ELEN E6885Topics in signal processing (Reinforcement Learning)
EECS E6892TOPICS-INFORMATION PROCESSING (Reinforcement Learning in Information Systems)
EECS E6893TOPICS-INFORMATION PROCESSING (Big Data Analytics)
EECS E6895TOPICS-INFORMATION PROCESSING (Advanced Big Data and Artificial Intelligence)
CSEE W4121COMPUTER SYSTEMS FOR DATA SCIENCE
EECS E4750Heterogeneous Computing for Signal and Data Processing
EECS E6891TOPICS-INFORMATION PROCESSING (Operating, Distributed and Runtime System Optimization through AI/ML Techniques )
CIEN E4253COMP SOLID MECHANICS WITH AI
CIEN E4256Applied Machine Learning in Civil Engineering
CHEN E4580ARTIFICIAL INTELLIGENCE IN CHEMICAL ENGINEERING
CHEN E4880ATOMISTIC SIMULATIONS FOR SCIENCE AND EN
CHEN E4180Machine Learning for Biomolecular and Cellular Applications
EAEE E4000Machine learning for environmental engineering and science

Climate, Energy, and Sustainability

CHEN E4231SOLAR FUELS
EAEE E4000Machine learning for environmental engineering and science
EAEE E4002ALTERNATIVE ENERGY RESOURCES
EAEE E4100A Better Planet by Design (MS)
EAEE E4180ELECTROCHEMICAL ENERGY STORAGE SYSTEMS
EAEE E4300INTRO TO CARBON MANAGEMENT
EESC W4008
MECE E4211ENERGY SOURCES AND CONVERSION
MECE E4312SOLAR THERMAL ENGINEERING
ELEN E4361POWER ELECTRONICS
ELEN E4511POWER SYSTEMS ANALYSIS
ELEN E4510Grid Modernization & Clean Tech
ELEN E6570Future Energy: Economics, Systems, Policies
ELEN E6905TPCS-ELEC & COMPUT ENGINEERING
COMS E6998TOPICS IN COMPUTER SCIENCE (Machine Learning for Climate)
CIEN E4012Sustainable Urban Systems Engineering
CHEN E4201ENGIN APPL OF ELECTROCHEMISTRY
CHEN E4600AEROSOLS
CHEN E4860NMR BIOSOFTENG
CHEN E4380Green Chemical Engineering & Innovation
CHEN E4331Catalysis and Kinetics of Sustainable CO2 Conversion
CHEN E4665Polymer Chemistry for Sustainable Solutions
CHEN E4880ATOMISTIC SIMULATIONS FOR SCIENCE AND EN
EAEE E4200Introduction to Sustainable Production of Earth Mineral & Metal Resources
EAEE E4220Energy System Economics and Optimization
EAEE E4300INTRO TO CARBON MANAGEMENT
EAEE E4361ECON-EARTH RESOURCE INDUSTRIES

Fintech and Analytics

IEOR E4523Data Analytics and Machine Learning
IEOR E4525MACHINE LEARNING FE & OPR
IEOR E4532Visualization and Storytelling with Data
IEOR E4533Performance, Objectives, & Results Using Data Analytics
IEOR E4534Applied Analytics: from Data to Decisions
IEOR E4576TOPICS IN OPERATIONS RESEARCH
IEOR E4577TOPICS IN OPERATIONS RESEARCH
IEOR E4737AI Applications in Finance
IEOR E4742Deep Learning for OR and FE

Medical Device Design

BMEE E4740BIOINSTRUMENTATION
BMEN E4000SPECIAL TOPICS IN BIOMEDICAL ENGINEERING
BMEN E4530DRUG AND GENE DELIVERY
BMEN E4590BIOMEMS:CELL/MOLECULAR APPLIC
BMEN E6000Graduate Special Topic
BMEN E6005Biomedical Innovation I
BMEN E6006BIOMEDICAL DESIGN II
BMEN E6007LAB-TO-MARKET
CHEN E4660BIOCHEMICAL ENGINEERING
CHEN E4700PRINCIPLES OF GENOMIC TECHNOL
CHEN E4870Synthetic Organogenesis

Robotics and Smart Machines

COMS W4731Computer Vision I: First Principles
COMS W4733COMPUTATIONAL ASPECTS OF ROBOTICS
COMS W4771MACHINE LEARNING
MECE E4602INTRODUCTION TO ROBOTICS
MECE E4611ROBOTICS STUDIO
MECE E4613Industrial Automation
MECE E6616ROBOT LEARNING
MECE E6617Advanced Kinematics, Dynamics, and Control in Robotics
MECS E6616ROBOT LEARNING
ELEN E4830DIGITAL IMAGE PROCESSING
ELEN E6908TOPICS IN ELECTRICAL AND COMPUTER ENGINE (Embedded AI)
EECS E4764Artificial Intelligence of Things (AIoT)
MEEC E6600Mathematics of Machine Learning, Signals, and Control
EEME E6911Topics in Control (Probabilistic Robotics)
MEEE E4600Continuous Control Systems
EEME E4601DISCRETE CONTROL SYSTEMS
ELEN E4720Machine Learning for Signals, Information and Data
EECS E6792Deep Learning on the Edge
COMS W4731Computer Vision I: First Principles
COMS W4732Computer Vision II: Learning
COMS E6998TOPICS IN COMPUTER SCIENCE (Deep Learning for Robot Manipulation)

Supply Chain, Retail and Service Systems

IEOR E4108SUPPLY CHAIN ANALYTICS
IEOR E4418TRANSPORTATION ANALYTICS & LOGISTICS
IEOR E4505OPERATION RES IN PUBLIC POLICY
IEOR E4507HEALTHCARE OPERATIONS MGT
IEOR E4601DYNAMIC PRICING/REVENUE MGMT
EAEE E4200Introduction to Sustainable Production of Earth Mineral & Metal Resources
EAEE E4220Energy System Economics and Optimization
EAEE E4361ECON-EARTH RESOURCE INDUSTRIES