Introduction -- Experiments, Sample Spaces, Events and Probability Laws -- Total Probability Theorem, Independence, Combinatorial -- Discrete Random Variables -- Functions of Random Variables -- Continuous Random Variables -- More than one Random Variables -- Conclusion.