Probability and statistics
From Course Wiki
What is a random variable?
Describing random variables
PDF and CDF
Summary statistics: mean, variance, and standard deviation
Distributions
Gaussian
Chi squared
Binomial
Poisson
Standard error and confidence intervals
Hypothesis testing