Data Science Education Opportunities at CU Denver
This page is a work in progress. Please contact us with suggestions of courses and programs to add at datascience@ucdenver.edu.
Data Science Courses
For more specific descriptions of the classes listed below, please look up the course codes in:
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
BANA 6680 - Optimization for Machine Learning
MATH 6388 - Statistical and Machine Learning
Data manipulation and visualization for Data Science
HIST 4261/ 5261 - Working with Data
ISMG 3500 - Enterprise Data and Content Management
MATH 3376 - Data Wrangling & Visualization
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
CSCI 3287 - Database System Concepts
CSCI 4788 - Bioinformatics
ECON 4030 - Data Analysis with SAS
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
URPL 6230 - Urban Data Science