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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 in 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
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from £3800 online delivery, based on a group of 2 delegates, £1200 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
Please see our public courses
Testimonials (4)
The subject matter and the way it was presented.
Mark Mackintosh - IUM Insurance
Course - ChatGPT for Executives
I like the way Sonia interact with audience, she made the webinar alive not boring like others webinar. I also got surprised by the ChatGPT and really impress.
NURUL FARIHAH BINTI ABD MALEK - HRD CORP
Course - ChatGPT for Accounting
His way of gaining audience
Venkata Narasimha Murthy - 6Point6
Course - ChatGPT for Automation
Practical examples in Insurance
