#ridge-regularization

Regularization in Machine Learning: What I Learned by Implementing It From Scratch

Introduction: Why I decided to implement Regularization From Scratch After implementing Linear machine learning models. I learned about overfitting, bias-variance tradeoff, and regularization in theory. L1 and L2 penalties existed, and I could explai...