Course curriculum

  • 1

    1. What is machine learning?

    • Presentation: What is machine learning?

    • Chapter One Recap

    • Reading: Artificial Intelligence in Finance (The Alan Turing Institute)

    • Reading: Machine Learning in UK Financial Services (Bank of England)
  • 2

    2. Machine learning model risk management

    • Presentation: Machine learning model risk management

    • Chapter Two Recap
  • 3

    3. Understanding input data

    • Presentation: Understanding input data

    • Chapter Three Recap

    • Reading: If your data is bad, your machine learning tools are useless (Harvard Business Review)

    • Reading: AI and privacy (The Norwegian Data Protection Authority)

    • Quiz: Understanding input data
  • 4

    4. The four main areas of machine learning

    • Presentation: The four main areas of machine learning

    • Chapter Four Recap

    • Quiz: The four main areas of machine learning
  • 5

    5. Building a machine learning model

    • Presentation: Building a machine learning model

    • Chapter Five Recap