1. Linearn algebra: Vector spaces, linearn and affine maps, scalar product, vector and matrix norms, quadratic forms, positive definitness,  Cholesky decomposition, Perron- Frobenius theorem.

  2. Calculus: Functions of several variables več, extrema and continous optimization problems, double integrals.