Distance Metrics in k-Nearest Neighbors (k-NN) Algorithm

Categorical Features in Machine Learning

Information Gain in Decision Trees

Target Variable in Machine Learning

Gini Impurity in Decision Trees

Appendix A: Background, and Intuition behind Machine Learning Algorithms of Chapter 3

Solutions to Problem 5.1:

Gradient Descent with Line Search

Back-propagation and forward propagation in Neural Networks