Coding for Applied Economists

Basic Machine Learning

Solution

  1. Setup and Train/Test Split
  2. Lasso for Prediction 1, 2, 3
  3. Elastic Net and Ridge
  4. Random Forest 1, 2
  5. Gradient Boosting
  6. SHAP and Variable Importance 1, 2, 3, 4, 5
  7. Check That Your Code Runs
  8. Challenge 15 1, 2