The effect of the construction of public sports industry resources, the sports industry is the basis of the type of sport to promote available resource model. This paper proposes the integration of building nonlinear Bayesian algorithms. By applying the nonlinear Bayesian algorithm sports industry to promote public sports, some available sports resources have been allocated to public sporting goods manufacturers and service providers to produce the best economy. It helps meet the sports world's needs—finally, the feasibility and effectiveness in front of the public sports industry resource model by experimental tests. Sports available service system represents the sport's overall strength; it is very easy to be a general recognition of the important factors. Chinese sports weakness is public service. The main problem is the lack of inadequate available services and products, investments and unbalanced distribution. Strengthen sports facilities, sports organizations, sports technology, and services can lay a solid foundation for the sport's power. Sports Translate to public services, sports policy focusing on available services and opening, public sports service system for the public use, and sports resources. The Internet of Things (IOT) is a new paradigm, with all sorts of things Science and technology to improve our lives. Today's technology is through diagnosing any health problems, protecting footballers. This occurs in a game or training if it can prevent early detection of adverse impact on their long-term health.