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Course Outline

AI in Credit Risk: Foundations and Opportunities

  • Comparing traditional credit risk models with AI-powered solutions
  • Addressing challenges in credit evaluation: bias, explainability, and fairness
  • Real-world case studies demonstrating AI applications in lending

Data for Credit Scoring Models

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

Machine Learning for Credit Scoring

  • Utilizing logistic regression, decision trees, and random forests
  • Enhancing scoring accuracy with gradient boosting (LightGBM, XGBoost)
  • Techniques for model training, validation, and tuning

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
  • Ensuring fairness in credit models: bias detection and mitigation
  • Compliance with regulatory frameworks (e.g. ECOA, GDPR)

Generative AI in Lending Scenarios

  • Leveraging LLMs for application review and document analysis
  • Prompt engineering for borrower communication and insights
  • Generating synthetic data for model testing

Strategy and Governance for AI in Credit

  • Building internal AI capabilities versus adopting external solutions
  • Best practices for model lifecycle management and governance
  • Emerging trends: real-time credit scoring and open banking integration

Summary and Next Steps

Requirements

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

Target Audience

  • Lending managers
  • Credit analysts
  • Fintech innovators
 14 Hours

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