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The tutorial contains the main sections of the course of probability theory with a wide application of the applied package Matlab. It is intended for students, undergraduates, doctoral candidates, applicants and teachers of mathematical, technical and economic faculties of higher educational institutions and research centers using in their activity applied problems of probability theory and the Matlab programming system.