The traditional science education and industry education often face the challenge of their low coupling property in the cultivation of computer graduate students.In this paper,we exploit a dual-drive fusion of"science education + industry education"as an innovative talent cultivation pattern.The pattern provides a general framework at three levels,including ideology conversion and concept construction,system construction and planning,resource support and talent cultivation,with several cultivation paths,which fully explains the education concept of"science education + industry education".Then,we clearly clarify the two characteristics of the proposed innovative training mode.It is expected that the research results not only can accomplish more high-quality and innovative talents adapted to the needs of the new computer industry but also could promote educational development and technological innovation.