CHURN PREDICTION PYSPARK ML

History of Project:

• It is expected to develop a machine learning model that can predict customers who will leave the company.

History of Dataset:

• It consists of 10000 observations and 14 variables. The independent variables contain information about customers. The dependent variable represents the customer abandonment status.

Variables:

• Surname
• CreditScore
• Geography
• Gender
• Age
• Tenure
• NumOfProducts
• HasCrCard
• IsActiveMember
• EstimatedSalary
• Exited: (Dependent Variable)
• Balance