Scikit-learn can be utilized in epidemiology for a multitude of tasks such as predicting disease outbreaks, analyzing the spread of infectious diseases, and identifying risk factors. By leveraging machine learning algorithms, epidemiologists can build predictive models to forecast future trends and analyze large datasets to uncover patterns.