Machine Learning, Artificial Intelligence, Deep Learning, Data Science, Mathematics.
characteristics of your dataset and the objectives of your machine learning model: Use L1 Regularization (Lasso) when: You have high-dimensional data with many features, but you suspect only a few are actually important. Feature selection is crucial, as L1 can drive the coefficients of irrelevant