Under the guidance of the national macroeconomic development situation and the trend of high education teaching concepts, based on the thinking of Hebei Finance University "four-drive dynamic liberalized " financial application innovation talent training mode, presents the specific curriculum design path for the efficient transformation of knowledge to ability. The path shortens the time for college students to transform from knowledge to ability, so that the students' technical skills and innovation and entrepreneurial abilities can develop and improve, which is essential for students' learning, innovation and growth, enhance their employment and entrepreneurial ability, and comprehensively improve the ability of serving the development of regional economy and innovation to drive development.