Innovation and entrepreneurship education as an important goal of talent training, in the current government and universities in a series of efforts, has achieved many results. But in the process of innovation and entrepreneurship education in colleges and universities still exist some problems hinder the further development of innovation and entrepreneurship education, such as the Government, enterprises and colleges and universities to innovate entrepreneurial education understanding level, the respective measures overlap and improper convergence, so that the three failed to play the maximum synergy between innovation and entrepreneurship education. The idea of innovative entrepreneurship synergy education system indicates the direction for the reform of innovation and entrepreneurship in colleges and universities, the present university Synergy Education mechanism is confronted with the effect of government innovation and entrepreneurship policy is not obvious, the cooperation between universities and enterprises is not deep, the university is attaching insufficient importance to the innovation and entrepreneurship education, and deepening the innovation and entrepreneurship coordination mechanism for the Innovation and development of education to provide related ideas.