Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
overfitting, especially when dealing with datasets with many features or high multicollinearity. Linear Regression, on the other hand, does not have this penalty term and may therefore be more prone to overfitting. Feature Selection: Lasso Regression has the unique ability to perform feature