Based on the present situation of the domestic development of entrepreneurship education, the research analyzes the necessary conditions for entrepreneurship education courses and teaching, to build the university students' entrepreneurship education quality evaluation system, an empirical analysis on the analytical hierarchy process. By aimed at the design of index system, fully interprets the business of actual results and performance of quality education, to promote the development of entrepreneurship education in colleges and universities. From the perspective of efficiency, to evaluate the quality of the entrepreneurship education indicators divided into two categories: input and output, and uses AHP to determine the weight of each index in the two categories, then applies AHP model to evaluate the efficiency of entrepreneurship education, in order to measure the quality of entrepreneurship education.