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Ethical AI: From Principles to Practice

The increasing sophistication of artificial intelligence (AI) is not only changing the way we live and work – it also raises new and complex ethical challenges which require new principles.

About this course

This intensive short course covers key technology and considerations through online modules, before a bespoke in-person workshop explores practical implications for your organisation. You will explore the ethical considerations and practical principles of AI implementation during the three stages of the course.

Course structure

This course is delivered in three stages for a client organisation. We begin with self-paced online modules to build background knowledge, preparing you for a highly-focused, practical half-day workshop. Individual follow-up sessions are scheduled to take place a couple of weeks after the course.

Online self-paced modules (3 hours)

  • Introduction to AI
  • Introduction to ethical risk
  • Navigating ethical risk

In-person workshop (half-day)

  • Ethical AI case studies
  • Building your ethical AI assurance framework
  • Validating compliance with ethical principles

One-on-one session (half-hour)

  • Opportunities & issues in your organisation

Learning outcomes

On successful completion of this course, participants will be able to:

  • Understand the ethical challenges introduced by big data, analytics and AI
  • Explain key ethical principles of AI solutions
  • Apply and evaluate leading-edge principles of ethical AI in your own organisation.



  • To complete the online elements of this course you will need a personal computer with adequate internet access, web conferencing capability and an operating system with a web browser compatible with Canvas, Zoom and Microsoft Teams.

Enrolment conditions

COVID-19 response 

Who is this course for?

This course is designed for executives and business leaders looking to responsibly develop or deploy AI and data-driven solutions within their organisations.   

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