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 Duration 35 hours

Course Outline

Module 1: Introduction to AI in Finance

  • Core Concepts 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 Support and Chatbots
  • Optimizing Credit Scoring and Lending
  • Wealth Management and Robo-Advisory Solutions
  • Open Banking and FinTech Innovations

Module 3: Financial Data Analytics with AI

  • Making Data-Driven Decisions
  • Predictive Analytics and Forecasting
  • Analyzing Customer Behavior
  • Predicting Market Trends

Module 4: AI for Risk Management

  • Assessing Credit Risk
  • Analyzing Market Risk
  • Monitoring Operational Risk
  • AI-Powered Early Warning Systems

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

  • Techniques for Detecting Fraud
  • 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

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

Module 8: AI Strategy and Implementation

  • Crafting an AI Roadmap
  • Developing Business Cases
  • Change Management and Adoption Strategies
  • Measuring the Success of AI Projects

Module 9: Practical Workshops and Case Studies

  • Real-World Financial AI Use Cases
  • Risk and Compliance Scenarios
  • Demonstrations of AI Tools
  • Group Discussions and Practical Exercises

Requirements

Candidates are expected to possess:

  • A foundational grasp of financial services, banking, accounting, or investment principles.
  • Experience with business reporting and data analysis.
  • No prior background in AI or programming is necessary.
  • A strong interest in digital transformation and emerging technologies within the finance sector.

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