Colleges and universities are widely using various types of E-learning platform. The learning resources in the platform are growing. Personalized recommendation service follows the idea of "people first", which alleviates the contradiction between "information overload", "massive resources" and learners' needs. This paper describes the resource push service and key strategy based on E-learning, and proposes the construction of resource push system based on E-learning to improve the learning efficiency of learners.