Descriptive analytics uses methods like data aggregations and mining to summarize past data to understand what happened. On the other hand, predictive analytics uses historical data to model and forecast potential future outcomes. The relationship between them is sequential – descriptive analytics provides the foundational insights necessary to inform the predictive models that predict future scenarios.