18.1 Flipping Coins: Bernoulli Random Variables18.2 Throwing Darts: Uniform Random Variables18.3 The Uniform Distribution and Pseudorandom Numbers18.4 Nondiscrete, Noncontinuous Random Variables18.5 Notation, Expectations, and Standard Deviation18.6 Dependence, Marginal and Conditional Probability18.7 Understanding the Tails18.8 Binomial Distribution18.9 Poisson Distribution18.10 Normal Distribution18.11 Multivariate Gaussian18.12 Exponential Distribution18.13 Log-Normal Distribution18.14 Entropy18.15 Further Reading18.16 Glossary