My role: Graduate Teaching Assistant
The axioms of probability.
Discrete random variables, probability mass functions, expectation and variance; Bernoulli, binomial, Poisson and geometric distributions.
Continuous random variables, probability density functions, cumultive distribution functions, expectation and variance; Uniform, exponential and gamma distributions.
Independence of random variables.
Chebychev inequality and the weak law of large numbers.