Epidemiologists use various tools and methods for prediction, including statistical models, computer simulations, and historical data analysis. Advanced techniques like machine learning and artificial intelligence are increasingly being employed to improve the accuracy of these predictions. These methods help in understanding the potential spread of diseases under different scenarios.