Description:

This course focuses on predicting credit card default using machine learning techniques. The course covers data preprocessing, feature engineering, model selection, and evaluation to build a predictive model for credit card default. Participants will learn the fundamentals of machine learning applied to finance and credit risk management.

Key Highlights:

• Learn to build predictive models for credit card default prediction
• Understand the importance of feature engineering in predictive modeling
• Gain hands-on experience with machine learning techniques in finance
• Evaluate model performance for credit risk management

What you will learn:

• Understand credit risk management
  Learn the basics of credit risk management and its importance in the financial sector.
• Data preprocessing techniques
  Explore advanced data preprocessing techniques specific to credit card default prediction.
• Model evaluation strategies
  Learn how to evaluate machine learning models effectively for credit risk assessment.