Computer networks are the core of today's information age.With the digital and intelligent development of the new generational information networks,higher requirements have been put forward for the training program of computer network talents.In view of the problems of lagging teaching content in computer network courses,outdated experimental equipment,and difficulty in reflecting the latest technological developments in practical networks in our school,we have carried out an application-oriented undergraduate teaching reform and practical exploration with the AI-enabled"Computer Networks"course as the starting point,aiming to cultivate students'innovative abilities.We have carried out reforms in terms of revising the syllabus,adding cutting-edge technologies,increasing experimental platforms,school-enterprise cooperation,modifying the evaluation system for teaching and learning,and adopting blended teaching methods.Through surveys,quizzes,and final exams,we have learned that our teaching reform has achieved initial results.The implementation of the computer network course teaching reform has important theoretical and practical significance for improving the teaching level and office efficiency in application-oriented undergraduate colleges,and enhancing students'innovative and practical abilities.