Optional Preparatory Courses

Core Machine Learning

  • ELE 364 Machine Learning for Predictive Data Analytics
  • COS 324 Introduction to Machine Learning
  • MAT 390 Mathematical Introduction to Machine Learning
  • MAE 345 Robotics and Intelligent Systems
  • The CSML Python Workshop (planned for AY 2018-19 and will be offered at least annually thereafter)

Core Statistics and Probabilistic Modeling

  • ORF 309 Probability and Random Processes
  • POL 346 Applied Quantitative Analysis
  • ORF 350 Analysis of Big Data
  • SOC 500 Applied Social Statistics    
  • ECO 517, 518  Econometric Theory I, II
  • ELE 525 Random Processes in Information Systems
  • POL 571 Quantitative Analysis I
  • The CSML R Workshop (planned for AY 2018-19 and will be offered at least annually thereafter)