Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
minimize some metrics, severely hurting interpretability and fairness. In this post, I will talk about: Linear models and how to estimate them. The (in)famous bias-variance trade-off Introduction to regularized learning Ridge, Lasso, Elastic-Net. Weight estimation, characteristics, and limitations.