Abstract: To achieve construction of agricultural modernization，speed up development and application of intelligent agricultural machinery，and innovate agricultural science and technology，cultivation of innovative and entrepreneurial talents of agricultural mechanization and automation specialty in colleges and universities should be relied on.Training modes were discussed including realization of deep integration of ideological and political education and professional education，reform of curriculum，construction of double tutor system throughout the whole teaching stage，establishment of college students′ scientific and technological innovation platform，and promotion of school-enterprise cooperation.It could provide thinking and reference for exploring and cultivating on innovative and entrepreneurial talents for agricultural mechanization.