This tutorial is intended for students of all specialties studying the academic disciplines "Mathematics" and "Higher Mathematics." It can also be useful for teachers in the preparation and organization of the educational process. The textbook is written in accordance with the current federal state educational standards and contains theoretical material for studying probability theory and mathematical statistics. Numerous examples can also be used in practical exercises.