Get in Touch
 Duration 14 hours

Course Outline

Introduction to ChatGPT

  • Defining ChatGPT: Key features and functional capabilities.
  • A review of conversational AI roles in the credit risk landscape.
  • Configuring ChatGPT for specific risk management initiatives.

Portfolio Analysis with ChatGPT

  • Evaluating loan portfolios through natural language queries.
  • Generating comprehensive portfolio summaries and actionable insights.
  • Reviewing case studies on ChatGPT’s role in portfolio risk assessment.

Implementing Data Projects with ChatGPT

  • Optimizing data preparation and cleaning processes with ChatGPT.
  • Leveraging ChatGPT for feature engineering and variable selection.
  • Practical exercises: Constructing a dataset for credit risk analysis.

Implementing Analytics Projects with ChatGPT

  • Conducting exploratory data analysis (EDA) with ChatGPT.
  • Automating the creation of reports and presentations.
  • Developing predictive models through ChatGPT integration.

Enhancing Decision-Making in Credit Risk

  • Applying ChatGPT to scenario analysis and stress testing.
  • Creating decision support tools utilizing ChatGPT.
  • Refining risk strategies with AI-driven recommendations.

Best Practices and Ethical Considerations

  • Maintaining data privacy and compliance standards when using ChatGPT.
  • Addressing and managing biases in AI-driven analytics.
  • Responsibly integrating ChatGPT into risk management workflows.

Hands-on Exercises

  • Utilizing ChatGPT to extract portfolio insights.
  • Producing an automated risk report.
  • Developing a prototype for an AI-driven risk management tool.

Future Opportunities

  • Advanced use cases of ChatGPT in the microfinance industry.
  • Emerging AI trends shaping credit risk and analytics.
  • Identifying pathways for further professional development and specialization.

Summary and Next Steps

Requirements

  • Foundational knowledge of credit risk concepts.
  • Prior experience with data analysis or analytics projects.
  • No previous hands-on experience with ChatGPT is necessary.

Target Audience

  • Analytics and data teams operating within credit risk departments.
  • Credit risk managers seeking to explore AI-driven solutions.
  • Professionals managing data and analytics projects in the microfinance sector.

Number of participants


Price per participant (excl. VAT)

Testimonials (1)

Upcoming Courses

Related Categories