Lab/Homework Exercises

  • Lab 1: Getting Started with Tools

  • Lab 2: Exploratory Data Analysis

  • Lab 3: Model Building I: Linear models

  • Lab 4: Model Building II: Model Assessment

  • Lab 5: Data Wrangling

  • Lab 6: Data Storage

  • Lab 7: Model Building III: Regularization

  • Lab 8: Model Building IV: Classification

  • Lab 9: Data Visualization

See also GitHub organization and lessons page.