Random Variables

Probability and Statistics (2): Random Variables and the Distributions That Matter

A rigorous tour of random variables, PMFs, PDFs, CDFs, and every distribution that matters in practice — Bernoulli, Binomial, Poisson, Gaussian, Exponential, Gamma, and Beta — with derivations, proofs, and Python …