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Course Outline

AI in Credit Risk: Foundations and Opportunities

  • Traditional vs AI-powered credit risk models
  • Challenges in credit evaluation: bias, explainability, and fairness
  • Real-world case studies in AI for lending

Data for Credit Scoring Models

  • Sources: transactional, behavioral, and alternative data
  • Data cleaning and feature engineering for lending decisions
  • Handling class imbalance and data scarcity in risk prediction

Machine Learning for Credit Scoring

  • Logistic regression, decision trees, and random forests
  • Gradient boosting (LightGBM, XGBoost) for scoring accuracy
  • Model training, validation, and tuning techniques

AI-Driven Lending Workflows

  • Automating borrower segmentation and loan risk assessment
  • AI-enhanced underwriting and approval processes
  • Dynamic pricing and interest rate optimization using ML

Model Interpretability and Responsible AI

  • Explaining predictions with SHAP and LIME
  • Fairness in credit models: bias detection and mitigation
  • Compliance with regulatory frameworks (e.g. ECOA, GDPR)

Generative AI in Lending Scenarios

  • Using LLMs for application review and document analysis
  • Prompt engineering for borrower communication and insights
  • Synthetic data generation for model testing

Strategy and Governance for AI in Credit

  • Building internal AI capabilities vs external solutions
  • Model lifecycle management and governance best practices
  • Future trends: real-time credit scoring, open banking integration

Summary and Next Steps

Requirements

  • An understanding of credit risk fundamentals
  • Experience with data analysis or business intelligence tools
  • Familiarity with Python or willingness to learn basic syntax

Audience

  • Lending managers
  • Credit analysts
  • Fintech innovators
 14 Hours

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