Risk Analytics in Banking and Financial services

Problem Statement :

Some customers find it hard to repay their loan amount, because of that the loan providing companies
have to suffer a great loss.

Objective

This case study aims to identify the patterns which indicate if a client has difficulty paying their
installments which may be used for taking actions.
And also we want to know the driving factors behing the loan defaults,i.e. the variables which are
strong indicators of default using 'EDA techniques'. It helps us in taking better business decisions.