Introduction to statistics -- Describing data sets -- Using statistics to summarize data sets -- Probability -- Discrete random variables -- Normal random variables -- Distributions of sampling statistics -- Estimation -- Testing statistical hypotheses -- Hypothesis tests concerning two populations -- Analysis of variance -- Linear regression -- Chi-squared goodness-of-fit tests -- Nonparametric hypotheses tests -- Quality control -- Machine learning and big data

1. Mathematical statistics
2. Mathematical statistics