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Course Outline
Introduction to ChatGPT
- Defining ChatGPT: Core features and functional capabilities.
- Overview of conversational AI applications in credit risk.
- Configuring ChatGPT for specific risk management tasks.
Portfolio Analysis with ChatGPT
- Examining loan portfolios through natural language queries.
- Creating portfolio summaries and extracting key insights.
- Case study analysis: Applying ChatGPT to portfolio risk assessment.
Implementing Data Projects with ChatGPT
- Efficiently preparing and cleaning data using ChatGPT.
- Leveraging ChatGPT for feature engineering and variable selection.
- Practical exercise: Constructing a dataset for credit risk evaluation.
Implementing Analytics Projects with ChatGPT
- Performing exploratory data analysis with ChatGPT assistance.
- Automating the generation of reports and presentations.
- Developing predictive models with ChatGPT integration.
Enhancing Decision-Making in Credit Risk
- Applying ChatGPT for scenario analysis and stress testing.
- Designing decision support tools leveraging ChatGPT.
- Refining risk strategies through AI-generated recommendations.
Best Practices and Ethical Considerations
- Safeguarding data privacy and ensuring compliance when using ChatGPT.
- Mitigating bias in AI-driven analytics.
- Responsibly integrating ChatGPT into risk management processes.
Hands-on Exercises
- Querying ChatGPT to derive portfolio insights.
- Producing an automated risk assessment report.
- Developing a prototype AI-enabled risk management tool.
Future Opportunities
- Advanced ChatGPT applications within the microfinance industry.
- Emerging AI trends shaping credit risk and analytics.
- Career pathways for continued learning and specialization.
Summary and Next Steps
Requirements
- A foundational understanding of credit risk principles.
- Practical experience with data analysis or analytics projects.
- No existing familiarity with ChatGPT is necessary.
Target Audience
- Analytics and data teams working within credit risk departments.
- Credit risk professionals investigating AI-enhanced solutions.
- Specialists delivering data and analytics projects in the microfinance sector.
14 Hours
Testimonials (1)
Able to pivot upon audience suggestions - ie able to create a real AI agent scenario on the spot.