Data lakes support advanced data analytics techniques, including machine learning and artificial intelligence, by providing a unified pool of data. This enables epidemiologists to perform complex analyses, such as predicting disease outbreaks, identifying risk factors, and evaluating the effectiveness of interventions, with greater accuracy and speed.