Credit Default Prediction with Python: Apply & Analyze
Completed by Shruti Nair
October 15, 2025
5 hours (approximately)
Shruti Nair's account is verified. Coursera certifies their successful completion of Credit Default Prediction with Python: Apply & Analyze
What you will learn
Preprocess financial datasets using encoding, scaling, and EDA techniques.
Build and tune logistic regression, decision trees, and Random Forest models.
Evaluate credit risk models with confusion matrices, ROC curves, and ensemble methods.
Skills you will gain
- Category: Decision Tree Learning
- Category: Risk Modeling
- Category: Applied Machine Learning
- Category: Exploratory Data Analysis
- Category: Feature Engineering
- Category: Data-Driven Decision-Making
- Category: Credit Risk
- Category: Machine Learning Methods
- Category: Predictive Analytics
- Category: Risk Analysis
- Category: Data Analysis
- Category: Model Training
