Personal Loan Campaign for AllLife Bank in the US, which has a growing customer base. The goal here is to analyze the data provided to determine which factors have a significant impact on loan approval. Moreover, it is required to build a predictive model that will help the marketing department to identify the potential customers who have a higher probability of purchasing the loan.