Education, technology, and talent are the fundamental and strategic support for the comprehensive construction of a socialist modernized country. Artificial intelligence is currently a hot research topic in the field of information technology, greatly affecting and even changing people's production, life, and thinking methods. However, artificial intelligence is still in the weak stage of artificial intelligence. Therefore, our school is actively promoting and continuously innovating the deep integration of industry and education, promoting the reform of applied artificial intelligence talent cultivation mode through school enterprise collaboration, constructing an applied course system, creating a resource sharing platform, and establishing a long-term cooperation mechanism between schools and enterprises. This article provides a deep analysis of the construction of the artificial intelligence major in universities. It should analyze the job requirements of domestic artificial intelligence industry enterprises, clarify the level of talent needs that can be met in the artificial intelligence industry chain, and based on the concept of industry education integration, combine artificial intelligence technology with applied professional skills and professional qualification certification to construct our university's talent training plan and professional curriculum system for the artificial intelligence undergraduate major, Based on the premise of cultivating the core professional abilities of college students, cultivating the needs that meet the development of social economy and the improvement of scientific and technological level, and meeting the needs of college students to achieve self-worth and sustainable development, providing useful reference for the construction and development of artificial intelligence majors.