Artificial Intelligence (AI) and Machine Learning (ML) are transforming epidemiology by providing advanced methods for data analysis. AI and ML can predict disease outbreaks, model the spread of infections, and assess risk factors with high accuracy. These technologies have been employed to forecast influenza trends, optimize vaccination strategies, and analyze complex datasets for hidden insights.