Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
interpretability is key, and you have a smaller set of important features, then Linear Regression may be the best choice. If you have many features or expect multicollinearity, then Lasso or Ridge Regression may be more appropriate. Lasso Regression can be particularly useful if you believe some