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Duration 35 hours
Course Outline
Module 1: Introduction to AI in Finance
- Fundamentals of Artificial Intelligence
- Overview of Machine Learning and Generative AI
- Current AI Trends in Financial Services
- Advantages and Obstacles of AI Adoption
Module 2: AI Applications in Banking and Financial Services
- Intelligent Customer Service and Chatbots
- Credit Scoring and Lending Optimization
- Wealth Management and Robo-Advisory Services
- Open Banking and FinTech Innovation
Module 3: Financial Data Analytics with AI
- Data-Driven Decision Making
- Predictive Analytics and Forecasting
- Customer Behavior Analysis
- Market Trend Prediction
Module 4: AI for Risk Management
- Credit Risk Assessment
- Market Risk Analysis
- Operational Risk Monitoring
- AI-Based Early Warning Systems
Module 5: Fraud Detection and Anti-Money Laundering (AML)
- Fraud Detection Techniques
- Transaction Monitoring Systems
- Anomaly Detection Models
- AML Compliance Applications
Module 6: Generative AI for Finance
- Large Language Models (LLMs)
- AI-Assisted Financial Reporting
- Automated Report Generation
- Prompt Engineering for Finance Professionals
Module 7: AI Governance, Ethics and Compliance
- Responsible AI Principles
- Regulatory Requirements in Financial Services
- AI Risk Management Frameworks
- Data Privacy and Security Considerations
Module 8: AI Strategy and Implementation
- Developing an AI Roadmap
- Business Case Development
- Change Management and Adoption
- Measuring AI Project Success
Module 9: Practical Workshops and Case Studies
- Real-World Financial AI Use Cases
- Risk and Compliance Scenarios
- AI Tool Demonstrations
- Group Discussions and Exercises
Requirements
Participants are expected to have:
- A foundational grasp of financial services, banking, accounting, or investment principles.
- Experience with business reporting and data analysis.
- No previous experience in AI or programming is necessary.
- A keen interest in digital transformation and emerging technologies within the finance sector.
Testimonials (1)
i already have some reports that i know, i will use some of the prompts that looked at today
