| General | Syllabus |
| List of Stories of the Data sets | |
| Homeworks and Exams | |
| R | Some Commands in R |
| Probability | Introduction |
| Conditional Probability and Independence | |
| Combinatorics | |
| Random Variables and Random Vectors | |
| Expectation | |
| Functions of a R.V. - Transformations | |
| Inequalities | |
| Limit Theorems | |
| Approximations | |
| Some Standard Distributions | Discrete Distributions |
| Continuous Distributions | Generating Random Variables | General Methods |
| Special Cases | |
| Stochastic Processes | Discrete - Time Markov Chains | MCMC - Markov Chain Monte Carlo | Poisson Process | Renewal Process | Brownian Motion and Stationary Processes |