The paper aims at the current problem of medical resource shortage, builds the self-service platform for disease diagnosis based on Spark by taking advantage of cloud computing, big data and other technologies, introduces the overall architecture and functional modules of the platform and tests the platform, in order to achieve disease diagnosis, recommendation of therapeutic schemes and disease prediction.