At present, the path of college students’ innovation and entrepreneurship training is still not perfect, especially the understanding and mathematics of college students’ innovation and entrepreneurship concepts. Therefore, it is urgent to guide college students to adhere to the ideal of innovation and entrepreneurship, cultivate the spirit of innovation and entrepreneurship, cultivate the morality of innovation and entrepreneurship, and improve the comprehensive ability of innovation and entrepreneurship of college students. The in-depth development of the Internet has made communication around the world convenient and fast, all kinds of information can be obtained on the network, and various industries have achieved rapid development, and the education industry naturally needs to keep up with the pace of the times to adapt to the new normal of development. The deep integration of college students’ innovation and entrepreneurship teaching experience with “Internet +” technology has continuously improved the training and teaching quality of college students’ innovation and entrepreneurship and allowed contemporary college students to develop excellent entrepreneurial spirit and innovative talents. Therefore, the training path of college students’ innovation and entrepreneurship ability in this paper will be optimized according to Internet technology. It has been proved by practice that the innovative and entrepreneurial talent training path optimized by this paper can improve students’ educational ability well and play a guiding role for students’ innovation and entrepreneurship, thereby realizing the development of ideological and political education in colleges and universities.