The Susceptible-Infected-Recovered (SIR) Model is a mathematical framework used to understand the spread of infectious diseases within a population, dividing individuals into three categories based on their disease status. It helps predict the progression of an epidemic and evaluate the impact of interventions by modeling transitions between these categories over time.