The article discusses the transition from experienced farmers to knowledgeable farmers in China's agriculture modernization. It compares education levels among rural residents and labor forces in different industries, finding that education levels are lower than in developed countries. The study highlights issues in agricultural education, such as insufficient talent quantity and outdated knowledge content. Suggestions include free vocational education, modernizing teaching courses, and integrating graduates into the agriculture industry.