Cultivating innovative talents is the central task of colleges and universities to implement the strategic objectives, "building an innovation-oriented country". This article from the perspective of higher innovative education, discusses the talent training system of innovation, analyzes the meaning of university innovation and education, puts forward that innovative education can reflect the nature of thinking and show the student's spirit and improves people's overall quality and innovative talents must be of the accumulation of innovation, innovative consciousness, innovative spirit, and innovative capability. The article also emphasizes that innovative education system should be constructed in colleges, from an educational philosophy, training model, teaching content, teaching methods, teaching management system, innovative teachers and appraisal system and so on, according to the requirement for innovations and innovative talent qualities.