This article explores the cultural nature of vocational education courses based on big data, reveals the logic of vocational education curriculum transformation, and explores the general path of contemporary vocational education curriculum transformation—the concrete feasible path under the fusion of education and production. In-depth fusion of education and production. Including my country's current vocational education policy documents on the fusion of education and production, the curriculum culture of the fusion of education and production, and the problems faced by the transformation of vocational education courses from the perspective of fusion of education and production. Promote the two-way development of the big data profession and the big data industry economy, and deepen the breadth and depth of the big data profession's fusion of education and production.