• 6.1 Overview Cross Validation & Regularization

  • 6.1.1 Overview Cross Validation & Regularization
  • 6.1.2 Reading Material

• 6.2 Cross Validation

  • 6.2.1 Cross-Validation
  • 6.2.2 Cross Validation & Hyperparameter Tuning/ Model Selection

• 6.3 Regularization

  • 6.3.1 Improving the Linear Model
  • 6.3.2 Ridge Regression
  • 6.3.3 Lasso
  • 6.3.4 Ridge Regression versus Lasso