Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
whether it’s the right model for a particular problem. Strengths of Ridge Regression: Prevention of Overfitting: Just like Lasso, Ridge uses a penalty term, which discourages complexity in the model and helps to prevent overfitting. Multicollinearity Handling: Ridge Regression is particularly good