Course Content

  • Loan Prediction

Course Content


With an accuracy score of 82.7 percent, logistic regression outperforms all other methods on validation data.

Predicting loan defaulters is an important banking practise since it has a direct impact on profitability. However, the loan default data sets provided are extremely skewed, resulting in poor algorithm performance.

This allows us to identify common characteristics and patterns of behaviour that lead to future debt repayment difficulty. For each client, our solution will determine the likelihood of future default.

Recommended Courses

Share With Friend

Have a friend to whom you would want to share this course?

Download LearnVern App

App Preview Image
App QR Code Image
Code Scan or Download the app
Google Play Store
Apple App Store
598K+ Downloads
App Download Section Circle 1
4.57 Avg. Ratings
App Download Section Circle 2
15K+ Reviews
App Download Section Circle 3
  • Learn anywhere on the go
  • Get regular updates about your enrolled or new courses
  • Share content with your friends
  • Evaluate your progress through practice tests
  • No internet connection needed
  • Enroll for the webinar and join at the time of the webinar from anywhere