Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
to generalize on unseen data. Lasso regression, with its ability to perform feature selection, can help prevent overfitting. Interpretability: Sometimes, it’s not only the prediction that matters but also the understanding of the relationships between variables. If interpretability is crucial,