Books & Videos

Table of Contents

  1. Chapter 1 Exploratory Data Analysis

  2. Chapter 2 Data and Sampling Distributions

  3. Chapter 3 Statistical Experiments and Significance Testing

  4. Chapter 4 Regression and Prediction

  5. Chapter 5 Classification

  6. Chapter 6 Statistical Machine Learning

  7. Chapter 7 Unsupervised Learning