Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
selection, shrinking some coefficients to exactly zero and thereby eliminating the corresponding features from the model. This can be particularly beneficial when dealing with datasets with many features, as it can improve computational efficiency and interpretability. In contrast, while Ridge