Predictive models are a cornerstone of both actuarial science and epidemiology. Actuaries develop models that incorporate population data, historical trends, and risk factors to predict the future occurrence of health events. These models are essential for estimating insurance premiums, setting aside reserves for potential claims, and planning for large-scale health emergencies.