James Scott
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Teaching

Teaching

All current and recent courses are run through Canvas, per UT requirements. Below are selected public and archived materials.

Teaching areas

  • Statistical modeling
  • Probability and inference
  • Data science
  • Predictive modeling and machine learning
  • Bayesian statistics
  • Statistical computing

Archived courses

  • ECO 394D: Probability and Statistics
  • STA 380: Predictive Modeling
  • ECO 395M: Data Mining
  • SDS 383D: Statistical Modeling 2
  • STA 371H: Statistics and Modeling Honors

Open teaching resources

  • Data Science in R: A Gentle Introduction
  • R tutorials
  • What should a write-up look like?

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