Machine Learning, Mathematics, Math, Math For Machine Learning, Data Science.
Likelihood Estimation (MLE) 7 | Sparse Categorical Cross-Entropy 8 | Hinge Loss 9 | Kullback-Leibler Divergence 10 | Gini Impurity 11 | Others Chapter 5 — Regularization 1 | L1 Regularization (Lasso Regression) 2 | L2 Regularization (Ridge Regression) 3 | Elastic Net Regularization 4 | Dropout