Course Outline
Introduction to Prompt Engineering in Finance
- Understanding prompt engineering and AI models
- Applications of AI-driven prompts in financial analysis
- Overview of AI tools and APIs for finance
Using AI for Financial Forecasting
- Generating financial projections using AI prompts
- Analyzing historical data for trend predictions
- Enhancing accuracy through prompt optimization
Market Sentiment Analysis with AI
- Extracting insights from financial news and reports
- Using NLP-powered prompts for sentiment classification
- Integrating AI-based sentiment analysis with financial models
Automating Financial Reporting
- Generating financial summaries using AI
- Automating data extraction from reports
- Ensuring consistency and compliance in AI-generated reports
Risk Assessment and Fraud Detection
- Developing AI-driven risk assessment models
- Optimizing AI prompts for fraud detection
- Case studies on AI-powered financial risk management
Enhancing Decision-Making with AI
- Leveraging AI for investment strategy optimization
- AI-driven scenario analysis and stress testing
- Best practices for AI-assisted financial decision-making
Ethical and Compliance Considerations in AI-Driven Finance
- Ensuring ethical use of AI in financial services
- AI bias and its impact on financial decision-making
- Regulatory considerations and AI compliance frameworks
Hands-On Labs and Real-World Applications
- Building financial forecast models using AI prompts
- Developing an AI-driven risk assessment tool
- Automating market sentiment analysis
Summary and Next Steps
Requirements
- Basic knowledge of finance and financial analysis
- Experience with data analytics and financial modeling
- Familiarity with AI and machine learning concepts (recommended)
Audience
- Financial analysts
- Risk managers
- Fintech developers
Testimonials (4)
Trainers can answer all questions and accept any queries
Dewi Anggryni - PT Dentsu International Indonesia
Course - Copilot for Finance and Accounting Professionals
The background / theory of LLMs, the exercise
Joanne Wong - IPG HK Limited
Course - Applied AI for Financial Statement Analysis & Reporting
I like the examples, so we have an idea of what is possible
Deborah Highes
Course - Machine Learning & AI for Finance Professionals
Interaction with the audience, not too technical