Data Science, Machine Learning, Regression, Data Analysis, Statistics.
insignificant features, while Ridge only reduces their impact. Handling Multicollinearity: Ridge is better suited for dealing with multicollinearity than Lasso. Model Complexity: Lasso leads to simpler models by excluding irrelevant features, whereas Ridge includes all features but with moderate