Events, Probability, Total Probability Theorem, Conditional Probability, Independence, Logical and stochastic Independence, Bayes Theorem, Expectation, Moments, Distribution Function, Random variables,
Moment generating function;
Discrete Distributions: Binomiale, Geometric, Poisson.
Continuous distributions: uniforme, exponential, Gaussian.
Gamma distribution, lognormal distribution.
Law of large Numbers, Central Limit Theorem.
Statistical Inference:
Estimators,
Confidence Intervals
Testing Hypotheses