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: Decision Tree Learning
- Category: Data Analysis
- Category: Model Evaluation
- Category: Exploratory Data Analysis
- Category: Risk Modeling
- Category: Predictive Modeling
- Category: Performance Analysis
- Category: Data-Driven Decision-Making
- Category: Financial Analysis
- Category: Applied Machine Learning
- Category: Model Optimization
- Category: Data Preprocessing
