Statistics
Random variables, expectation and the rules of chance.
Turn probability rules into experiments with coins, conditional probability, independence and Monte Carlo simulation.
Connect Bernoulli, binomial, Poisson and continuous distributions to real data-generating processes and ML targets.
Watch samples become sampling distributions and learn why uncertainty shrinks with sample size.