Predictive analytics is businesses to forecast future trends and make strategic decisions. By analyzing historical data and recognizing patterns, predictive models are able to produce valuable insights into customer actions. These insights enable businesses to improve their operations, design targeted promotional campaigns, and avoid potential risk