In order to improve the practical ability of college students in the development of intelligent equipment and cultivate their innovative thinking, we set up this course. The course is based on the National Experimental Teaching Demonstration Center and Rizhao Intelligence Research Institute of Shandong University. In the course, Hui Yu and Explorer platform is used, and cases of college students innovation and entrepreneurship competition in the past years is explained. By combining theory with practice, the students' innovative ability will be improved. In this course, students will learn the award-winning cases of college students' innovation and entrepreneurship competition, and build some intelligent devices such as barrier-avoiding unmanned vehicle and intelligent robot based on SCM programming.