Developing the core literacy of students is the latest requirement of education reform in China. In order to keep in line with these new changes, the graduate students in mathematics education should strengthen the learning of education theoretical knowledge, professional knowledge and modern information technology. They should pay attention to the improvement of education practical ability, scientific research ability, management ability to cultivate their good personality and unique teaching style.