Intelligent manufacturing is an integrated concept that covers multiple disciplines, including automation, information technology, mechanical engineering, artificial intelligence, etc. This interdisciplinary nature means that colleges and universities need to promote cooperation between different disciplines. Interdisciplinary professional teaching has high requirements for institution and teachers, while enterprises are users of intelligent manufacturing, and their production lines naturally have interdisciplinary characteristics. There is a huge demand for engineers in intelligent manufacturing. It is very meaningful to build a teaching system for intelligent manufacturing major through cooperation between education and production. However, there are many shortcomings in the current production-education integration. Therefore, education institutions need to innovate training models to improve students’ practical ability and innovation spirit, while the government should strengthen supporting policies to enhance the enthusiasm of both education and production.