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Master of Engineering — Courses

The schematic below outlines the recommended course sequence for the Master of Engineering program. The detailed curriculum requirements for each graduate certificate and engineering track are provided below.

Certificate / Track 1
(12 SCH)
Certificate / Track 2
(12 SCH)
Capstone Project
(6 SCH)

 

Certificate in Engineering Data Science and AI

Core Courses (2)
Prefix and Number Course Title SCH
EDS 6333 Probability and Statistics for Data Science 3
EDS 6342 Introduction to Machine Learning 3
Elective Courses (Any 2 from the following)
Prefix and Number Course Title SCH
BIOE 6301 Statistical Methods in Biomedical Engineering 3
BIOE 6305 Brain Machine Interfacing 3
BIOE 6306 Advanced Artificial Neural Networks 3
BIOE 6309 Neural Interfaces 3
BIOE 6340 Quantitative Systems Biology & Disease 3
BIOE 6342 Biomedical Signal Processing 3
BIOE 6345 Biomedical Informatics 3
BIOE 6346 Advanced Medical Imaging 3
BIOE 6347 Introduction to Optical Sensing and Biophotonics 3
CHEE 6367 Advanced Proc Control 3
CIS 6397 Python for Data Analytics 3
CIS 6397 Text Mining 3
CIVE 6308 Deep Learning for Engineers 3
CIVE 6380 Introduction to Geomatics and Geosensing 3
CIVE 6382 Lidar Systems and Applications 3
CIVE 6397 Geostatistics 3
CNST 6308 Data Analytics for Construction Management 3
ECE 6325 State-Space Control Systems 3
ECE 6333 Signal Detection and Estimation Theory 3
ECE 6342 Digital Signal Processing 3
ECE 6360 Parallel Algorithms for GPUs and Heterogeneous Systems 3
ECE 6364 Digital Image Processing 3
ECE 6376 Digital Pattern Recognition 3
ECE 6397 GPU Programming 3
ECE 6397 High Performance Computing 3
ECE 6397 Signal Processing and Networking for Big Data Applications 3
ECE 6397 Sparse Representations in Signal Processing 3
EDS 6343 Database Management Tools 3
EDS 6344 AI for Engineers 3
EDS 6345 Information Visualization 3
EDS 6346 Data Mining for Engineers 3
EDS 6348 Introduction to Cloud Computing 3
EDS 6352 Natural Language Processing 3
EDS 6364 Digital Image Processing 3
EDS 6397 Big Data Analytics 3
ELET 6350 Overview of Computational Health Informatics 3
ELET 6353 Applied Statistics for Technology 3
ELET 6356 Health Analytics and Visualization 3
IEEM 6360 Data Analytics for Engineering Managers 3
INDE 6334 Predictive Data Analytics 3
INDE 6336 Reliability Engineering 3
INDE 6360 Engineering Analytics 3
INDE 6363 Statistical Process Control 3
INDE 6370 Operation Research-Digital Simulation 3
INDE 6372 Advanced Linear Optimization 3
INDE 7340 Integer Programming 3
INDE 7342 Nonlinear Optimization 3
INDE 7397 Engineering Analytics 3
MECE 6379 Computer Methods in Mechanical Design 3
MECE 6397 Data Analysis Methods 3
MECE 6397 Learning Meets Controls 3
MECE 6666 Machine Learning 3

 

Certificate in Fundamentals of Petroleum Engineering

Prefix and Number Course Title SCH
PETR 6328 Petroleum Fluid Property & Phase Equilibrium 3
PETR 6351 Introduction to Petroleum Engineering 3
PETR 6362 Reservoir Engineering I 3
PETR 6364 Origin and Development of Oil and Gas Reservoirs 3

 

Cybersecurity Track

Core Course (1)
Prefix and Number Course Title SCH
CIS 6321 Principles of Cybersecurity 3
Elective Courses (Any 3 from the following)
Prefix and Number Course Title SCH
CIS 6322 Secure Enterprise Computing 3
CIS 6323 Cryptography and Cybersecurity 3
CIS 6324 Cybersecurity Risk Analysis 3
CIS 6325 Network Security 3
CIS 6357 Control Systems Security 3
CIS 6358 Secure Software Design 3

 

Industrial and Systems Engineering Track

Core Courses (1)
Prefix and Number Course Title SCH
INDE 6333 Probability and Statistics for Data Science 3
Elective Courses (Any 3 from the following)
Prefix and Number Course Title SCH
INDE 6321 System Safety Engineering 3
INDE 6332 Engineering Project Management 3
INDE 6334 Predictive Data Analysis 3
INDE 6336 Reliability Engineering 3
INDE 6337 Human Factors Engineering 3
INDE 6361 Production Planning and Control 3
INDE 6363 Statistical Process Control 3
INDE 6365 Engineering Economy II 3
INDE 6370 Digital Simulation 3
INDE 6372 Advanced Linear Optimization 3
INDE 6383 Engineering Design and Prototyping 3
INDE 7390 Supply Chain Management 3

 

Mechanical and Aerospace Engineering Track

Elective Courses (Any 4 of the following)
Prefix and Number Course Title SCH
MECE 6301 Nanostructured Materials 3
MECE 6333 Conduction and Radiation 3
MECE 6334 Convection Heat Transfer 3
MECE 6335 Heat Transfer with Phase Change 3
MECE 6336 Engineering Heat Transfer 3
MECE 6345 Fluid Dynamics I 3
MECE 6353 Introduction to Computational Fluid Dynamics I 3
MECE 6356 Introduction to Computational Fluid Dynamics II 3
MECE 6358 Superconductor Materials 3
MECE 6361 Mechanical Behavior of Materials 3
MECE 6363 Physical Metallurgy 3
MECE 6364 Phase Transformations of Materials 3
MECE 6367 Control System Analysis and Design 3
MECE 6374 Nonlinear Control System Design 3
MECE 6377 Continuum Mechanics I 3
MECE 6382 Theory of Elasticity 3
MECE 6384 Methods of Applied Mathematics I 3
MECE 6385 Methods of Applied Mathematics II 3
MECE 6387 Intelligent Structural Systems 3
MECE 6388 Optimal Control Theory 3
MECE 6389 Matrix Inequality Control 3
MECE 6397 Fluid Dynamics II 3
MECE 6397 Scientific Computing 3
MECE 6398 Mechanics of Composites 3
MECE 7320 Micromechanics of Composites 3
MECE 7341 Introduction to Micro/Nanofluidics 3
MECE 7361 System Identification 3
MECE 7362 Robust Multivariable Control 3
MECE 7375 Control of Smart Structures 3
MECE 7377 Microstructural Electron Microscopy 3
MECE 7397 Advanced Computational Fluid Dynamics 3
MECE 7397 Interfacial Transport Phenomena 3

 

Biomedical Engineering Track

Elective Courses (Any 4 of the following)
Prefix and Number Course Title SCH
BIOE 6300 Math Methods in Biomedical Engineering 3
BIOE 6301 Statistical Methods in Biomedical Engineering 3
BIOE 6303 Biomaterials 3
BIOE 6305 Brain-Machine Interfacing 3
BIOE 6306 Advanced Artificial Neural Networks 3
BIOE 6307 Cell Biology for BME 3
BIOE 6309 Neural Interfaces 3
BIOE 6310 Drug Design & Delivery 3
BIOE 6311 Advances in Vision Research 3
BIOE 6319 Mass Transport for Bio Systems 3
BIOE 6320 Tissue Engineering 3
BIOE 6340 Quantitative Systems Biology and Disease 3
BIOE 6341 Advanced Biofluid Dynamics 3
BIOE 6342 Biomedical Signal Processing 3
BIOE 6343 Global Healthcare 3
BIOE 6344 Advances in Regenerative Medicine and Stem Cell Engineering 3
BIOE 6345 Biomedical Informatics 3
BIOE 6346 Advanced Medical Imaging 3
BIOE 6347 Introduction to Optical Sensing and Biophotonics 3
BIOE 6348 Advanced Bioelectromagnetic Imaging 3
BIOE 6349 Biomedical Microdevices 3
BIOE 6350 Genomic and Proteomic Engineering 3
BIOE 6351 Diseases and Biomarkers 3
BIOE 6397 Advances in Organ Fabrication 3
BIOE 6397 Engineering the Human Body 3
BIOE 6397 Neural Engineering Methods and Applications 3

 

Environmental Engineering Track

Core Courses (4)
Prefix and Number Course Title SCH
CIVE 6361 Engineering Hydrology 3
CIVE 6377 Environmental Chemistry 3
CIVE 6378 Principles of Environmental Modeling 3
CIVE 6391 Environmental Engineering Microbiology 3