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Course Outline

Introduction to ChatGPT

  • What is ChatGPT? Key features and capabilities.
  • Overview of conversational AI in credit risk.
  • Setting up ChatGPT for risk management projects.

Portfolio Analysis with ChatGPT

  • Analyzing loan portfolios with natural language queries.
  • Generating portfolio summaries and insights.
  • Case studies: ChatGPT in portfolio risk assessment.

Implementing Data Projects with ChatGPT

  • Streamlining data preparation and cleaning with ChatGPT.
  • Using ChatGPT for feature engineering and variable selection.
  • Hands-on exercises: Building a dataset for credit risk analysis.

Implementing Analytics Projects with ChatGPT

  • Exploratory data analysis with ChatGPT.
  • Automating report generation and presentations.
  • Creating predictive models with ChatGPT integration.

Enhancing Decision-Making in Credit Risk

  • Using ChatGPT for scenario analysis and stress testing.
  • Developing decision support tools with ChatGPT.
  • Optimizing risk strategies using AI-driven recommendations.

Best Practices and Ethical Considerations

  • Ensuring data privacy and compliance with ChatGPT.
  • Managing biases in AI-driven analytics.
  • Integrating ChatGPT responsibly into risk management workflows.

Hands-on Exercises

  • Querying ChatGPT for portfolio insights.
  • Generating an automated risk report.
  • Building a prototype AI-driven risk management tool.

Future Opportunities

  • Advanced applications of ChatGPT in microfinance.
  • Emerging AI trends in credit risk and analytics.
  • Pathways for further learning and specialization.

Summary and Next Steps

Requirements

  • Basic understanding of credit risk concepts.
  • Experience with data analysis or analytics projects.
  • No prior experience with ChatGPT is required.

Audience

  • Analytics and data teams from credit risk units.
  • Credit risk managers exploring AI-driven solutions.
  • Professionals implementing data and analytics projects in microfinance.
 14 Hours

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