Abstract: Curriculum learning is an important feature of our degree and graduate education system, and it is also the central link to guarantee the quality of postgraduate training. To fully understand the basic situation of the study of sports science graduate course construction, through the investigation of 63 universities interviews, questionnaire, research, discussion, from the comprehensive survey of the training units from the perspective of curriculum construction of course system, course content, teaching methods, teaching management, teaching material construction, from the perspective of analysis of the current situation of postgraduate course of study selection, course satisfaction, teaching reform, curriculum evaluation and social evaluation of the curriculum, teaching content, we found out that there existed some problems in graduate courses, such as relatively old and lack of advanced and international course, lag depth insufficiency, the construction of teaching materials, sports skills courses, improve and other issues to be combined with low, teaching and scientific research of interdisciplinary courses the rate is not closely enough, curriculum monitoring and management system of execution. Learn the advanced experience of other countries, proposed the implementation of competence based curriculum idea, the construction conforms to the law of the development of physical education curriculum system, enhance graduate teachers' overall level, grasp the compiling the generality and individuality of unity, enrich curriculum form and curriculum evaluation methods, highlighting the curriculum content and the level of difference, deepen the curriculum construction of international cooperation proposals for promoting the new era of sports graduate curriculum reform, provide reference for improving training quality.