Abstract: The artificial intelligence major has entered a period of rapid development since its large-scale construction from 2018. Due to the limited development time, the current artificial intelligence professional training has shortcomings such as incomplete curriculum construction, insufficient innovation spirit and poor practical ability of the students. As the artificial intelligence and the innovation and entrepreneurship embodies the characteristic of high social integration, this research studies the innovation and entrepreneurship driven artificial intelligence talented students cultivating path. The research aims to guide students get out of the book, improve the ability in the practice of innovation and entrepreneurship, deepen the understanding of the knowledge, and cultivate the creative spirit to solve the unknown problems. This research attempts to provide reference for the education of artificial intelligence talents.

Key words: Artificial intelligence, Innovation and entrepreneurship, Talent cultivation, Path exploration, Practical ability, Creative spirit