AI Ethics and Governance in Practice
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Modules

1

AI Ethics and Governance in Practice An Introduction

Provides an introduction to artificial intelligence and machine learning, using examples from multiple sectors.

2

AI Sustainability in Practice Part One: Foundations for Sustainable AI Projects

Describes concepts and tools needed to put AI Sustainability into practice, using examples from Urban Planning.

3

AI Sustainability in Practice Part Two: Sustainability Throughout the AI Workflow

Describes concepts and tools needed to put AI Sustainability into practice, using examples from Urban Planning.

4

AI Fairness in Practice

Explores a context-based and society-centred approach to understanding AI Fairness, using examples from Healthcare.

5

Responsible Data Stewardship in Practice

Provides resources to ethically steward the data you access and utilise by proactively initiating and facilitating responsible data practices, using examples from Policing and Criminal Justice.

6

AI Safety in Practice

Explores safety objectives and provides case studies aimed to support a practical understanding of technical safety of AI systems, using examples from Transport.

7

AI Explainability in Practice

Provides an overview of AI Explainability and provides practical tasks and tools, using examples from Social Care.

8

AI Accountability in Practice

Explores training materials to help you and your team establish an end-to-end accountability framework, using examples from Education.

The Alan Turing Institute logo

This work was supported by Wave 1 of The UKRI Strategic Priorities Fund under the EPSRC Grant EP/W006022/1, particularly the Public Policy Programme theme within that grant & The Alan Turing Institute; Towards Turing 2.0 under the EPSRC Grant EP/W037211/1 & The Alan Turing Institute; and the Ecosystem Leadership Award under the EPSRC Grant EP/ X03870X/1 & The Alan Turing Institute.

The content of this site can be reused under a Creative Commons Attribution-ShareAlike 4.0 International licence. This includes the site's illustrations, which are created by Conor Rigby and Jonny Lighthands. Most are available on the Turing Commons website.

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