Data Science courses
Core Courses
AC 209a Data Science 1: Introduction to Data Science
AC 209b Data Science 2: Advanced Topics in Data Science
AM 207 Advanced Scientific Computing: Stochastic Methods for Data Analysis, Inference, and Optimization
AC 207 Systems Development for Computational Science
AC 221 Critical Thinking in Data Science
Research Courses
AC 297r Data Science Capstone Research Project Course
AC 299r Independent Study in Applied Computation
Popular Electives
CS 165 Data Systems
CS 171 Visualization
CS 181 Machine Learning
CS 182 Artificial Intelligence
CS 281 Advanced Machine Learning
CS 282r Topics in Machine Learning
STAT 131 Time Series & Prediction
STAT 139 Linear Models
STAT 149 Generalized Linear Models
STAT 195 Statistical Machine Learning