Ma, Tengyu

Introduction and Basic Concepts Supervised Learning Setup Linear Regression Linear Algebra Weighted Least Squares Logistic Regression Newton’s Method Perceptron Exponential Family Generalized Linear Models Probability Gaussian Discriminant Analysis Naïve Bayes Laplace Smoothing Support Vector Machines Python and Numpy...