Analysis on the construction of the ideological and political system of innovation and entrepreneurship education courses in colleges and universities under the theory of collaboration is conducted in the paper. Under the current increasingly severe employment situation, strengthening college student innovation and entrepreneurship education and also self-employment work and promoting employment through entrepreneurship have become the new focus of college graduates' employment work. Hence, this paper gives the novel suggestions and further guidlines for the related studies.