Some "paradoxes" involving probability, especially the Monty Hall problem. Gambling. Origins of probability and statistics. Sample spaces, probability measures and densities. Independence. Random variables. Marginal and joint distributions. Conditional probability. Contingency tables. Simpson's paradox. Tests of hypotheses. Markov chains. Expectation. Martingales and fair gambling games. Law of large numbers, central limit theorem and the "bell curve".