Sports training is an important part of athletes’ daily work, but the training process should be standard, otherwise it will affect the training effect. Therefore, its sequence error should be judged. On this basis, this paper proposes an intelligent analysis method for sports training and corrects the error of its system, so as to better verify the application training effect and provide support for the actual improvement of sports training. The results show that the automatic error correction system can have a significant impact on the content and training results of sports training, and improve the accuracy of sports training by more than 20%. At the same time, identify the motion error in it so that it is between 5%−10%. Therefore, SVM analysis can have an impact on the sports training system and make it more effective in training guidance.