The book uses the concepts of probability theory, functional analysis, differential equations, differential geometry, number theory. The focus is on investigating different classes of dynamical systems. The Supplement provides an independent lecture on the theory of geodetic flows on manifolds of negative curvature; this part involves a more serious preparation of the reader.