Credit Default Prediction with Python: Apply & Analyze
Completed by Yixin Tao
September 18, 2025
5 hours (approximately)
Yixin Tao'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: Risk Modeling
- Category: Applied Machine Learning
- Category: Exploratory Data Analysis
- Category: Decision Tree Learning
- Category: Predictive Analytics
- Category: Model Optimization
- Category: Data Preprocessing
- Category: Predictive Modeling
- Category: Performance Analysis
- Category: Data-Driven Decision-Making
- Category: Credit Risk
- Category: Feature Engineering
