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 Duration 35 hours

Course Outline

Module 1: Introduction to AI in Finance

  • Foundations of Artificial Intelligence
  • Overview of Machine Learning and Generative AI
  • Evolving AI Trends in Financial Services
  • Advantages and Obstacles of Adopting AI

Module 2: AI Applications in Banking and Financial Services

  • Smart Customer Service and Chatbot Integration
  • Optimizing Credit Scoring and Lending Processes
  • Wealth Management and Robo-Advisory Solutions
  • Open Banking and FinTech Innovations

Module 3: Financial Data Analytics with AI

  • Driving Decisions with Data
  • Predictive Analytics and Forward-Looking Projections
  • Analyzing Customer Behavior Patterns
  • Forecasting Market Trends

Module 4: AI for Risk Management

  • Evaluating Credit Risk
  • Analyzing Market Risks
  • Monitoring Operational Risks
  • AI-Driven Early Warning Systems

Module 5: Fraud Detection and Anti-Money Laundering (AML)

  • Techniques for Fraud Detection
  • Transaction Monitoring Systems
  • Anomaly Detection Models
  • Applications in AML Compliance

Module 6: Generative AI for Finance

  • Large Language Models (LLMs)
  • AI-Enhanced Financial Reporting
  • Automated Generation of Reports
  • Prompt Engineering for Finance Professionals

Module 7: AI Governance, Ethics, and Compliance

  • Principles of Responsible AI
  • Regulatory Requirements in Financial Services
  • Frameworks for AI Risk Management
  • Considerations for Data Privacy and Security

Module 8: AI Strategy and Implementation

  • Crafting an AI Roadmap
  • Developing Business Cases
  • Managing Change and Adoption
  • Metrics for Measuring AI Project Success

Module 9: Practical Workshops and Case Studies

  • Real-World AI Use Cases in Finance
  • Scenarios in Risk and Compliance
  • Demonstrations of AI Tools
  • Group Discussions and Hands-On Exercises

Requirements

Candidates are expected to have:

  • A foundational grasp of financial services, banking, accounting, or investment principles.
  • Proficiency in business reporting and data analysis.
  • No prerequisite experience in AI or programming is necessary.
  • A keen interest in digital transformation and emerging technologies within the finance industry.

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