Advanced analytics in epidemiology involves using sophisticated tools and techniques to analyze complex data sets to understand the patterns, causes, and effects of health and disease conditions in populations. It extends beyond traditional statistical methods to include machine learning, artificial intelligence, and other computational approaches.