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Duration 35 hours
Course Outline
Module 1: Introduction to AI in Finance
- Core Foundations of Artificial Intelligence
- Overview of Machine Learning and Generative AI
- Evolving AI Trends in the Financial Sector
- Advantages and Obstacles of Integrating AI
Module 2: AI Applications in Banking and Financial Services
- Smart Customer Service and Conversational Chatbots
- Advanced Credit Scoring and Lending Strategies
- Wealth Management and Robo-Advisory Solutions
- Open Banking and FinTech Innovations
Module 3: Financial Data Analytics with AI
- Strategies for Data-Driven Decision Making
- Predictive Analytics and Future Forecasting
- Analyzing Customer Behavior Patterns
- Forecasting Market Trends
Module 4: AI for Risk Management
- Evaluating Credit Risk
- Analyzing Market Risk
- Monitoring Operational Risks
- AI-Driven Early Warning Systems
Module 5: Fraud Detection and Anti-Money Laundering (AML)
- Techniques for Detecting Fraud
- Systems for Monitoring Transactions
- Models for Detecting Anomalies
- Applications in AML Compliance
Module 6: Generative AI for Finance
- Large Language Models (LLMs)
- AI-Supported Financial Reporting
- Automation of Report Generation
- Prompt Engineering for Finance Professionals
Module 7: AI Governance, Ethics and Compliance
- Principles of Responsible AI
- Regulatory Standards in Financial Services
- Frameworks for AI Risk Management
- Considerations for Data Privacy and Security
Module 8: AI Strategy and Implementation
- Creating an AI Roadmap
- Building a Strong Business Case
- Managing Change and Ensuring Adoption
- Assessing the Success of AI Projects
Module 9: Practical Workshops and Case Studies
- Real-World Financial AI Applications
- Risk and Compliance Scenarios
- Demonstrations of AI Tools
- Group Discussions and Hands-On Exercises
Requirements
Participants are expected to:
- Have a foundational understanding of financial services, banking, accounting, or investment concepts.
- Be familiar with business reporting and data analysis.
- Not require any prior experience in AI or programming.
- Show an interest in digital transformation and emerging technologies within the finance sector.
Testimonials (1)
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