Credit Risk Prediction Using Machine Learning Predicting loan defaults using machine learning to enhance financial risk assessment. Tech Stack: Python, Scikit-learn, XGBoost, Pandas
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Mar 24, 2025 - Jupyter Notebook
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key-risk-factor-analysis
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Determine KRIs for auto models using IIHS loss data. PCA for dimensionality reduction; linear & logistic regression to select collision, bodily injury, and property damage as KRIs. Includes code outputs and model interpretation.
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Sep 24, 2025
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