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Graduate Level Data Science Courses
List of graduate level data science and related courses
Bauer College of Business
Decision and Information Sciences
- BZAN 6351– Basic Programming for Business Analytics (online)
- BZAN 6352– Quantitative Foundation for Business Analytics (online)
- BZAN 6353– Research Design for Business Analytics
- BZAN 6354– Database Management Infrastructure and Architectures for Business Analytics
- BZAN 6355– Advanced Programming for Business Analytics
- BZAN 6356– Data Management Tools for Business Analytics
- BZAN 6357– Business Analytics – Frameworks and Methods
College of Liberal Arts and Social Sciences
Political Science
- POLS 6301– Math Methods for Political Scientists
- POLS 6302 – Research Design for Political Scientists
- POLS 6385 – Time Series Methods
- POLS 6480 - Quantitative Methods I
- POLS 6481 - Quantitative Methods II
- POLS 6482 - Adv Multivariate Statistics
Psychology
- PSYC 6300– Stat for Psy
- PSYC 6302– Experimental Design
- PSYC 6313 – Multi-Variate Mtds
Sociology
- SOC 6304 - Social Statistics
- SOC 6306 - Sem in Quant Methods
- SOC 6311 - Qualitative Soc Methods
College of Engineering
Engineering
- ENGI 6397 – Selected Topics: Introduction to HPC
Biomedical Engineering
- BIOE 6305 – Brain Machine Interfacing
- BIOE 6340 – Quantitative Systems Biology & Disease
- BIOE 6342 – Biomedical Signal Processing
- BIOE 6345 – Biomedical Informatics
- BIOE 6346 – Advanced Medical Imaging
- BIOE 6347 – Introduction to Optical Sensing and Biophotonics
Chemical and Biomolecular Engineering
- CHEE 6367 – Advanced Proc Control
Civil and Environmental Engineering
- CIVE 6380 – Introduction to Geomatics/Geosensing
- CIVE 6382 – Lidar Systems and Applications
- CIVE 7336 – Finite Element Methods
Electrical and Computer Engineering
- ECE 6333 – Signal Detection and Estimation Theory
- ECE 6342 – Digital Signal Processing
- ECE 6355 – Introduction to Well-Logging Techniques
- ECE 6376 – Digital Pattern Recognition
- ECE 6397 – Sparse Representations in Signal Processing
- ECE 6397 – GPU Programming
Industrial Engineering
- INDE 6370 – Operation Research-Digital Simulation
- INDE 6372 – Advanced Linear Optimization
- INDE 7340 – Integer Programming
- INDE 7342 – Nonlinear Optimization
- INDE 7390 – Supply Chain Management
- INDE 7397 – Engineering Analytics
Mechanical & Aerospace Engineering
- MECE 6379 – Cmptr Methods Mech Dsgn
- MECE 6397 – Data Analysis Methods
Petroleum Engineering
- PETR 6397 – Application of Data Analytics to Petroleum Engineering
- PETR 6322 – Practical Aspects of Integrated Petroleum Reservoir Management
Subsea Engineering
- SUBS 6397 – Guide to Engineering Data Science
- SUBS 6397 – Real-Time Data Processing
College of Natural Sciences and Mathematics
Computer Science
- COSC 6335 – Data Mining
- COSC 6336 – Natural Language Processing
- COSC 6339 – Big Data Analytics
- COSC 6380 – Digital Image Processing
- COSC 6323 – Statistical Methods in Research
- COSC 6335 – Data Mining
- COSC 6336 – Natural Language Processing
- COSC 6340 – Database Systems
- COSC 6342 – Machine Learning
- COSC 6344 – Visualization
- COSC 6368 – Artificial Intelligence
- COSC 6373 – Computer Vision
- COSC 6380 – Digital Image Processing
- COSC 6391 – Biomedical Image Analysis
- COSC 6397 – Data Science for Everyone
- COSC 7336 – Advanced Natural Language Processing
- COSC 7362 – Advanced Machine Learning
- COSC 7373 – Advanced Computer Vision
- COSC 7378 – Advanced Image Computing
Mathematics
- MATH 6358 – Linear Models & Applications
- MATH 6380 – Multivariate Analysis
- MATH 6382 – Probability and Statistics
- MATH 6383 Probability and Statistics
College of Technology
Electrical – Electronics Technology
- ELET 6331 – Fundamentals of Medical Imaging
- ELET 6332 – Physiological Modeling and Simulations
- ELET 6351 – Biomedical Data Mining
- ELET 6352 – MATLAB for Engineering Technology
- ELET 6353 – Applied Statistics for Technology
- ELET 6354 – Biomedical Image Analysis
- ELET 6355 – Biomedical Signal Analysis
- ELET 6356 – Health Analytics and Visualization
- ELET 6358 – Optical Brain Imaging
Information Technology
- CIS 6397 – Information Visualization
- CIS 6397 – Data Science
- CIS 6397 – Python for Data Analytics