The main goal of higher vocational mathematics education is to cultivate students' solid professional foundation. Therefore, in the Context Creation and case guidance of mathematics teaching, it is necessary to combine students' professional knowledge as much as possible, so that students can strengthen their professional ability and innovation ability in the process of learning mathematics.