Data Science Courses

 


 

Programming for Data Science

 

MATH 1376 - Programming for Data Science 

MATH 4650 - Numerical Analysis I

ISMG 4400 - Programming Fundamentals with Python  


Probability and Statistics and Machine Learning for Data Science 

 

MATH 2830 - Introductory Statistics

MATH 3382 - Statistical Theory

MATH 3800 - Probability and Statistics for Engineers  

CSCI 4930/5930 - Machine Learning

CSCI 4931/5931 - Deep Learning

ELEC 3701 – Machine Learning for Engineers (not available in catalog)

BANA 6680 - Optimization for Machine Learning   

MATH 6388 - Statistical and Machine Learning

 

Data manipulation and visualization for Data Science

 

MATH 3376 - Data Wrangling & Visualization  

ISMG 3500 - Enterprise Data and Content Management

 

Big Data for Data Science 

 

CSCI 4951 - Big Data Systems

 

Data Science focused Courses 

 

CSCI 4580 - Data Science  

CSCI 4455 - Data Mining  

 

Data modeling for Data Science 

 

MATH 3301 - Introduction to Optimization in Operations Research

MATH 4387 - Applied Regression Analysis

MATH 4830 - Applied Statistics 


Applications with Data Science 

 

ECON 4030 - Data Analysis with SAS  

CSCI 3287 - Database System Concepts

CSCI 4788 - Bioinformatics  

GEOG 4080 - Geographic Information System 

GEOG 4081 - Introduction to Cartography and Computer Mapping    

GEOG 4070 - Remote Sensing II: Advanced Remote Sensing  

GEOG 4085 - GIS Applications for the Urban Environment 

GEOG 4090 - Environmental Modeling with Geographic Information Systems

GEOG 4091 - Open Source Software for Geospatial Applications   

GEOG 4092 - GIS Programming and Automation

GEOG 4095 - Deploying GIS Functionality on the Web  

GEOG 4235 - GIS Applications in the Health Sciences