This paper analyzes the existing problems of UAV operation and management teaching, such as insufficient hands-on training, weak practice teaching and assessment, free sharing of resources in the society, and insufficient utilization of application cases in the industry. On the basis of online teaching experience sharing, this paper further proposes innovations of accurate teaching based on data analysis, such as "project-based course teaching group" and "one person one case" customized practical teaching.