Linear algebra and quadratic forms.
Optimization of functions of two variables.
Basic probability theory. Conditioned probability. Bayes theorem. Independence. Bernoulli schemes. Discrete random variables. Binomial distribution. Absolutely continuous random variables. Densities. Gaussian distributions. Expectation. Variance. Covariance. Behaviour under sum. Law of Large Numbers. Central Limit Theorem.
