Predictive Analytics
Definition
Predictive analytics uses historical data to forecast future outcomes.
This method involves examining past information, identifying patterns, and applying statistical algorithms to make informed predictions about events yet to occur. The core idea is to leverage what has happened to understand what is likely to happen next.
For instance, a retail company might use predictive analytics to forecast demand for specific products during the holiday season.
This approach is frequently employed in fields such as marketing, finance, healthcare, and risk management to anticipate trends, optimize operations, and mitigate potential issues.