Acquiring a new customer is extremely costly in comparison to retaining an existing one. Companies are struggling to retain customers because of cut-throat competition among business rivals in acquiring new customers. In the light of the same, companies have started the loyalty program of accruing points & redeeming the same for gifts.

Build prediction model based on various demographic details of customers alongside other domain specific variables to predict the customer churn. And also, build association rules for identifying the benefit options by establishing tuples of reward points & products