Abstract: With the rapid development of artificial intelligence technology and the penetration and application of related fields, there is a great demand for artificial intelligence professionals in the society. Strengthening the innovative ability in practice of artificial intelligence professionals is the key to promote the cultivation of innovation-minded professionals of artificial intelligence. In this paper, OBE mode is applied to the experimental teaching of artificial intelligence. According to the course objective, the experimental teaching contents are optimized, the assessment standards of students’ experimental courses scores are quantified, and more details are elaborated in specific experimental courses. This design has achieved initial success, which can provide feasible methods and ideas for the experimental teaching application of artificial intelligence specialty.