This article explores innovative methods for designing interactive projects in artificial intelligence basic courses for sophomore undergraduates. Facing limited computing resources, strategies like lightweight project design, cloud resource utilization, and collaborative learning are proposed to ensure a quality AI practical experience for all students in these teaching projects and interactive courses.