Predictive analytics is a subset of advanced analytics that uses historical data, statistical modeling, data mining, and machine learning to generate predictions about future outcomes. Companies use predictive analytics to detect risks and opportunities to find patterns in this data. This enables companies and investors to change where they allocate their resources to profit from potential future occurrences. Additionally, operational savings and risk reduction can be increased through predictive analysis.