Obesity has become a major public health problem worldwide, and its prevalence continues to rise, with profound impacts on individual health and social economy. By collecting and analyzing a large amount of health data, including eating habits, exercise amount, genetic information and lifestyle, this study builds an efficient prediction model and uses big data technology to predict obesity, so as to effectively control and prevent this problem.