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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