With the rapid development of social economy, film and television culture has become a necessary part of Chinese public life with its popularization and popularization characteristics. In order to improve the overall quality of film and rationalize the allocation of resources in the industry, through in-depth research on the value attributes of film, constructing a complete value prediction system. Deep learning technology and data mining technology are applied to film and television value prediction, through the mining of related information between film and television attributes, the film and television art is concretized and informatized, and technology is driven to assist the film and television market to incubate excellent film and television works.