The history of CPC is the best teaching materials for ideological and political education. In this sense, exploring the integration of CPC history into the teaching of specialty courses is a necessary requirement to cultivate talents with morals and virtues. It is also the natural choice for the full promotion of course construction from ideological and political perspective. Besides, it is an important approach to deepen the educational and teaching reform and a powerful measure to cultivate the younger generation of new era. In addition, it is a critical path to urge teachers to become Marxists and the engineer of human’s soul. However, there are some problems in the teaching process currently, such as the unnatural integration of teaching content, the improper timing, and the lack of vividness. Accordingly, this paper puts forward the approaches to enhance the validity of ideological and political education via the combination of Party’s history and specialty courses from three perspectives, namely, strengthening the study of Party’s history, grasping the cognitive rules, and firming the beliefs and faiths. In this sense, this paper also provides a reference for college teachers who are implementing course construction from ideological and political perspective.