Soccer is a sport in which the feet are mainly used to control the ball. Football today generally refers to modern football, which originated in China's "Cuju". It is an official event of the Olympic Games and a national sport that the public loves more. This paper aims to research and analyze the practice of football training and physical education through the football and related information obtained by big data artificial intelligence technology, so as to obtain practical conclusions. This paper gives a general introduction to the big data artificial intelligence technology, analyzes the relevant information of athletes in football training and actual physical education, and combines big data artificial intelligence technology with practical research in football training and physical education. Based on the experiments in this paper, it can be seen that the training intensity of the coaches arranged twice a week in the X football club was 85%. The coaches who arranged 3 times a week had a moderate to high exercise intensity of 65%. For coaches who arranged 4 or more times a week, the moderate exercise intensity was 50%. The results of this paper showed that the analysis of practical research in football training and physical education based on big data artificial intelligence technology was more abundant and scientific than the data obtained using traditional analysis methods.