JAVA Mobile Application Development Course Under the Framework of Industry-Education Integration: Practice of Deep Learning and Neural Network Integration

The popularization of AI technology, yes the emerging technology represented by deep learning and neural network has gradually become an important tool for solving complex problems. Specifically, in the application field of mobile application development, the cutting-edge deep learning technology is integrated into the JAVA mobile application development course by utilizing the teaching mode of industry-teaching fusion to cultivate students' innovative ability and practical ability. This paper first analyzes the current market demand and technology trends in the mobile application development industry, and points out the great potential of deep learning and neural network technology in enhancing application intelligence and personalization. It describes how to introduce deep learning framework and neural network model in JAVA mobile application development course, and analyzes how to realize deep learning applications such as image recognition, emotion analysis and speech recognition in mobile applications. Under the background of the integration of industry and education, students can be provided with learning resources and internship opportunities that are closer to reality through the deep cooperation with industry enterprises. The research in this paper can provide useful practical reference for the teaching reform of mobile application development courses in colleges and universities.