In this project, both the Frequentist approach and the Bayesian approach are used to estimate the mean of the parameters such as Body Mass Index(BMI) and blood Haemoglobin level of athletes belonging to different types of sports. Hypothesis tests are also performed to evaluate if these parameters differ based on the gender of the athlete and the category of the sport.