Course Outline
Introduction to Prompt Engineering in Finance for Government
- Understanding prompt engineering and AI models in financial contexts
- Applications of AI-driven prompts in financial analysis for government agencies
- Overview of AI tools and APIs designed for finance, tailored for government use
Using AI for Financial Forecasting for Government
- Generating financial projections using AI prompts to support budgetary planning
- Analyzing historical data for trend predictions to inform policy decisions
- Enhancing accuracy through prompt optimization to improve fiscal management
Market Sentiment Analysis with AI for Government
- Extracting insights from financial news and reports to support economic analysis
- Using NLP-powered prompts for sentiment classification in regulatory oversight
- Integrating AI-based sentiment analysis with financial models for enhanced decision-making
Automating Financial Reporting for Government
- Generating financial summaries using AI to streamline reporting processes
- Automating data extraction from reports to ensure timely and accurate information
- Ensuring consistency and compliance in AI-generated reports for government standards
Risk Assessment and Fraud Detection for Government
- Developing AI-driven risk assessment models to enhance financial oversight
- Optimizing AI prompts for fraud detection to protect public funds
- Case studies on AI-powered financial risk management in government agencies
Enhancing Decision-Making with AI for Government
- Leveraging AI for investment strategy optimization in public sector projects
- AI-driven scenario analysis and stress testing to support strategic planning
- Best practices for AI-assisted financial decision-making in government operations
Ethical and Compliance Considerations in AI-Driven Finance for Government
- Ensuring ethical use of AI in financial services to maintain public trust
- Addressing AI bias and its impact on financial decision-making in government
- Regulatory considerations and AI compliance frameworks for government agencies
Hands-On Labs and Real-World Applications for Government
- Building financial forecast models using AI prompts to support public sector initiatives
- Developing an AI-driven risk assessment tool for government use
- Automating market sentiment analysis to inform regulatory activities
Summary and Next Steps for Government
Requirements
- Fundamental understanding of finance and financial analysis for government
- Practical experience with data analytics and financial modeling
- Familiarity with artificial intelligence and machine learning concepts (recommended)
Audience
- Financial analysts for government
- Risk managers for government
- Fintech developers for government
Testimonials (3)
The background / theory of LLMs, the exercise
Joanne Wong - IPG HK Limited
Course - Applied AI for Financial Statement Analysis & Reporting
it has opened my mind to new tool that can help me in creating automation
Alessandra Parpajola - Advanced Bionics AG
Course - Machine Learning & AI for Finance Professionals
I very much appreciated the way the trainer presented everything. I understood everything even if Finance is not my area, he made sure that every participant was on the same page, while keeping up with the time left. The exercises were placed at good intervals. Communication with the participants was always there. The material was perfect, not too much, not too little. He elaborated very well on a bit more complicated subjects so that it can be understood by everyone.
