After Steve Rogers replaced the Infinity Stones, Stark Enterprises has branched into the financial industry. Perhaps Steve Rogers changed something when he traveled back in time 2. Since Mr. Stark is on a different timeline, they are short of analogical power. They would like to build a model and predict which customers are likely to have high risk.
Regarding this problem, we will analyze a sample of the larger dataset 'credit_2.csv'. Based on the dataset, we will build and select an appropriate model for the company and predict the risk at the target variable of the new customers which was given in 'credit_test_2.csv'.
The credit_2 dataset represents ten of thousands information from customers, which includes some key variables like income, gender, education level, age, housing situation, family status, loan amount, and occupation.