Abstract: There are some problems in experiment design and data processing course, such as low proportion of practice teaching, low participation of students, and insufficient professional relevance. Therefore, collaborative teaching is carried out from the aspects of interdisciplinary, integration of theory and practice, case design and analysis, and multivariate practice, in order to stimulate students' enthusiasm for learning, cultivate students' ability to deal with problems comprehensively and improve the teaching quality of the course.