Course Outline
Introduction to Prompt Engineering in Finance for Government
- Understanding prompt engineering and artificial intelligence (AI) models for government
- Applications of AI-driven prompts in financial analysis for government
- Overview of AI tools and APIs for finance for government
Using AI for Financial Forecasting for Government
- Generating financial projections using AI prompts for government
- Analyzing historical data for trend predictions in government finance
- Enhancing accuracy through prompt optimization for government
Market Sentiment Analysis with AI for Government
- Extracting insights from financial news and reports for government
- Using natural language processing (NLP)-powered prompts for sentiment classification for government
- Integrating AI-based sentiment analysis with financial models for government
Automating Financial Reporting for Government
- Generating financial summaries using AI for government
- Automating data extraction from reports for government
- Ensuring consistency and compliance in AI-generated reports for government
Risk Assessment and Fraud Detection for Government
- Developing AI-driven risk assessment models for government
- Optimizing AI prompts for fraud detection for government
- Case studies on AI-powered financial risk management for government
Enhancing Decision-Making with AI for Government
- Leveraging AI for investment strategy optimization for government
- AI-driven scenario analysis and stress testing for government
- Best practices for AI-assisted financial decision-making for government
Ethical and Compliance Considerations in AI-Driven Finance for Government
- Ensuring ethical use of AI in financial services for government
- AI bias and its impact on financial decision-making for government
- Regulatory considerations and AI compliance frameworks for government
Hands-On Labs and Real-World Applications for Government
- Building financial forecast models using AI prompts for government
- Developing an AI-driven risk assessment tool for government
- Automating market sentiment analysis for government
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 agencies
- Risk managers in public sector organizations
- Fintech developers working on government projects
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.
