The effective integration of professional curriculum and curriculum ideology and politics is an important way for colleges and universities to strengthen the student's morality. Taking the "Binomial Distribution" in Probability and Statistics course of mathematics and application mathematics specialty as an example, the writer explores the path which covers the longitudinal throughout of "before-in-after class" to the horizontal development of "inside and outside the classroom to online and offline" of integrating the ideological and political elements into teaching process with the consideration of the students' characteristics, guiding the students to set up the correct world outlook, the outlook on life and values, which will play the coordinated role of in professional course teaching and ideological and political education.