Events and probabilities -- Random variables, means and variances -- Conditioning and independence -- Generating functions and the central limit theorem -- Confidence intervals for one-parameter models -- Conditional pdfs and -- multi-parameter Bayesian statistics -- Linear models, ANOVA etc -- Some further probability -- Quantum probability and quantum computing.