Traditional methods in epidemiology, such as observational studies, cohort studies, and case-control studies, provide robust data and insights. However, they often face limitations like long duration, high costs, and potential biases. Integrating these with modern techniques, such as data analytics and machine learning, can enhance the accuracy, efficiency, and overall impact of epidemiological research.