Under the curriculum system of the new situation and the new era, the classroom teaching of Probability Theory and Mathematical Statistics is taken as the carrier to promote the integration of curriculum ideology and politics into classroom teaching by reforming the teaching objectives and teaching content and combining the course content with ideological and political education.