At present, the cultural industry also plays an important role in the Rural Revitalization of Yulong County in the new era, which is a more rapid and active cultural creation. However, there are many conceptual problems in promoting the development and education of cultural industry, and some cognition of villagers has seriously affected the development of poverty alleviation. Therefore, this paper discusses the conceptual issues of poverty alleviation education, and tries to provide suggestions for the education construction of beautiful villages in the new era.