Epidemiology deals with the study of the distribution and determinants of health-related states or events in specific populations. With the advent of big data, epidemiologists need tools to manage and analyze vast amounts of data efficiently. Hadoop offers the capability to store and process large datasets from diverse sources such as electronic health records, social media, and genomic data.