Regularization Techniques

1. Ridge and Lasso regularization
2. MicroSim: Bias-variance trade-off explorer
3. Model selection strategies
4. Cross-validation for hyperparameter tuning
5. Elastic Net and other regularization methods
6. Feature selection through regularization
7. Preventing overfitting in complex models