1. Introduction and overview -- 2. Probability -- 3. Discrete random variables and their distributions -- 4. Continuous distributions -- 5. Computer simulations and Monte Carlo methods -- 6. Stochastic processes -- 7. Queuing systems -- 8. Introduction to statistics -- 9. Statistical inference -- 10. Regression -- 11. Appendix.