---
title: An introduction to data ethics and responsible AI - ODI Learning
description: In this three-hour online course you will be given an introduction to the concept of data ethics, how data ethics links to the responsible use of AI tools,
---

[![learning-150-Blue-L (1)](https://learning.theodi.org/hs-fs/hubfs/01_ODI%20Learning/learning-150-Blue-L%20(1).png?width=121&height=56&name=learning-150-Blue-L%20(1).png)](https://learning.theodi.org?hsLang=en)

![menu](https://learning.theodi.org/hubfs/01_ODI%20Learning/Website/menu.svg)

![close_24px](https://learning.theodi.org/hubfs/01_ODI%20Learning/Website/close_24px.svg)

- [Courses & Training](https://learning.theodi.org/courses)
  
  Show submenu for Courses & Training 
  
    - [Quick Learning](https://learning.theodi.org/micro-courses)
    - [Self-Paced Courses](https://learning.theodi.org/self-paced-courses)
      
      Show submenu for Self-Paced Courses 
      
          - [Understanding Data Ethics and AI](https://learning.theodi.org/courses/understanding-data-ethics-and-ai-self-paced)
          - [Strategic data skills](https://learning.theodi.org/courses/strategic-data-skills)
          - [Data Ethics Essentials \[FREE\]](https://learning.theodi.org/courses/data-ethics-essentials)
          - [Finding Stories in Data \[FREE\]](https://findingstories.learndata.info)
          - [Open Data Essentials \[FREE\]](https://open-data-essentials.learndata.info)
    - [Short Courses](https://learning.theodi.org/short-courses)
      
      Show submenu for Short Courses 
      
          - [Open Data in a Day](https://learning.theodi.org/courses/open-data-in-a-day)
          - [Publishing open linked data](https://learning.theodi.org/courses/publishing-open-linked-data)
          - [The importance of data and data quality (workshop)](https://learning.theodi.org/courses/the-importance-of-data-and-data-quality-workshop)
          - [Building healthy data ecosystems](https://learning.theodi.org/courses/building-healthy-data-ecosystems)
          - [Introduction to Data Ethics and responsible AI](https://learning.theodi.org/courses/introduction-to-data-ethics-and-responsible-ai)
          - [Anonymisation is for everyone](https://learning.theodi.org/courses/anonymisation-is-for-everyone)
          - [Applying machine learning and AI techniques to data](https://learning.theodi.org/courses/applying-machine-learning-and-ai-techniques-to-data)
          - [Generative AI: Driving Innovation in Data Practices](https://learning.theodi.org/courses/generative-ai-driving-innovation-in-data-practices)
    - [Learning Programmes](https://learning.theodi.org/learning-programmes)
      
      Show submenu for Learning Programmes 
      
          - [Strategic data skills](https://learning.theodi.org/courses/strategic-data-skills)
          - [Building healthy data ecosystems](https://learning.theodi.org/courses/building-healthy-data-ecosystems)
          - [Publishing open linked data](https://learning.theodi.org/courses/publishing-open-linked-data)
          - [Data Ethics Professional](https://learning.theodi.org/courses/data-ethics-professional)
          - [Train the trainer](https://learning.theodi.org/courses/train-the-trainer)
    - [Certified Programmes](https://learning.theodi.org/certified-programmes)
      
      Show submenu for Certified Programmes 
      
          - [Data Ethics Professional](https://learning.theodi.org/courses/data-ethics-professional)
          - [Train the trainer](https://learning.theodi.org/courses/train-the-trainer)
    - [Business-to-business](https://learning.theodi.org/business-to-business)
      
      Show submenu for Business-to-business 
      
          - [Business-to-business](https://learning.theodi.org/business-to-business)
          - [Teams and organisations](https://learning.theodi.org/courses/team-training)
          - [Datopolis](https://learning.theodi.org/courses/datopolis)
    - [For Government](https://learning.theodi.org/for-government-gov-uk)
    - FREE Courses
      
      Show submenu for FREE Courses 
      
          - [Data Ethics Essentials \[FREE\]](https://learning.theodi.org/courses/data-ethics-essentials)
          - [Finding Stories in Data \[FREE\]](https://findingstories.learndata.info)
          - [Open Data Essentials \[FREE\]](https://open-data-essentials.learndata.info)
- [Webinars](https://learning.theodi.org/data-ethics-professionals/webinars)
- [Blog](https://learning.theodi.org/blog)
- [Our Community](https://www.theodi.org/global-network-directory/)
  
  Show submenu for Our Community 
  
    - [Meet the team](https://learning.theodi.org/trainers)
    - [ODI Certified Trainers](https://www.theodi.org/global-network-directory/odi-trainers/)
    - [Data Ethics Professionals](https://www.theodi.org/global-network-directory/data-ethics-professionals-and-facilitators/)

- [Courses & Training](https://learning.theodi.org/courses)
  
  Show submenu for Courses & Training 
  
    - [Quick Learning](https://learning.theodi.org/micro-courses)
    - [Self-Paced Courses](https://learning.theodi.org/self-paced-courses)
      
      Show submenu for Self-Paced Courses 
      
          - [Understanding Data Ethics and AI](https://learning.theodi.org/courses/understanding-data-ethics-and-ai-self-paced)
          - [Strategic data skills](https://learning.theodi.org/courses/strategic-data-skills)
          - [Data Ethics Essentials \[FREE\]](https://learning.theodi.org/courses/data-ethics-essentials)
          - [Finding Stories in Data \[FREE\]](https://findingstories.learndata.info)
          - [Open Data Essentials \[FREE\]](https://open-data-essentials.learndata.info)
    - [Short Courses](https://learning.theodi.org/short-courses)
      
      Show submenu for Short Courses 
      
          - [Open Data in a Day](https://learning.theodi.org/courses/open-data-in-a-day)
          - [Publishing open linked data](https://learning.theodi.org/courses/publishing-open-linked-data)
          - [The importance of data and data quality (workshop)](https://learning.theodi.org/courses/the-importance-of-data-and-data-quality-workshop)
          - [Building healthy data ecosystems](https://learning.theodi.org/courses/building-healthy-data-ecosystems)
          - [Introduction to Data Ethics and responsible AI](https://learning.theodi.org/courses/introduction-to-data-ethics-and-responsible-ai)
          - [Anonymisation is for everyone](https://learning.theodi.org/courses/anonymisation-is-for-everyone)
          - [Applying machine learning and AI techniques to data](https://learning.theodi.org/courses/applying-machine-learning-and-ai-techniques-to-data)
          - [Generative AI: Driving Innovation in Data Practices](https://learning.theodi.org/courses/generative-ai-driving-innovation-in-data-practices)
    - [Learning Programmes](https://learning.theodi.org/learning-programmes)
      
      Show submenu for Learning Programmes 
      
          - [Strategic data skills](https://learning.theodi.org/courses/strategic-data-skills)
          - [Building healthy data ecosystems](https://learning.theodi.org/courses/building-healthy-data-ecosystems)
          - [Publishing open linked data](https://learning.theodi.org/courses/publishing-open-linked-data)
          - [Data Ethics Professional](https://learning.theodi.org/courses/data-ethics-professional)
          - [Train the trainer](https://learning.theodi.org/courses/train-the-trainer)
    - [Certified Programmes](https://learning.theodi.org/certified-programmes)
      
      Show submenu for Certified Programmes 
      
          - [Data Ethics Professional](https://learning.theodi.org/courses/data-ethics-professional)
          - [Train the trainer](https://learning.theodi.org/courses/train-the-trainer)
    - [Business-to-business](https://learning.theodi.org/business-to-business)
      
      Show submenu for Business-to-business 
      
          - [Business-to-business](https://learning.theodi.org/business-to-business)
          - [Teams and organisations](https://learning.theodi.org/courses/team-training)
          - [Datopolis](https://learning.theodi.org/courses/datopolis)
    - [For Government](https://learning.theodi.org/for-government-gov-uk)
    - FREE Courses
      
      Show submenu for FREE Courses 
      
          - [Data Ethics Essentials \[FREE\]](https://learning.theodi.org/courses/data-ethics-essentials)
          - [Finding Stories in Data \[FREE\]](https://findingstories.learndata.info)
          - [Open Data Essentials \[FREE\]](https://open-data-essentials.learndata.info)
- [Webinars](https://learning.theodi.org/data-ethics-professionals/webinars)
- [Blog](https://learning.theodi.org/blog)
- [Our Community](https://www.theodi.org/global-network-directory/)
  
  Show submenu for Our Community 
  
    - [Meet the team](https://learning.theodi.org/trainers)
    - [ODI Certified Trainers](https://www.theodi.org/global-network-directory/odi-trainers/)
    - [Data Ethics Professionals](https://www.theodi.org/global-network-directory/data-ethics-professionals-and-facilitators/)

# An introduction to data ethics and responsible AI

A three-hour tutor-led introduction to data ethics, how it links to responsible AI, and how to apply ethical thinking so organisations can avoid harmful impacts and build trust.

-   Delivery: Tutor-led (groups only)
-   Study hours: 3 hours
-   Group bookings — up to 18 people
-   Available via Government Campus
-   CPD accredited

[![CPD accredited — CPD Standards Office and iCPD partnership logo](https://learning.theodi.org/hs-fs/hubfs/01_ODI%20Learning/Website/CPDSO%20and%20iCPD%20Partnership%20Logo%202022.png?width=180&height=135&name=CPDSO%20and%20iCPD%20Partnership%20Logo%202022.png)](https://directory.cpdstandards.com/providers/the-open-data-institute/)

[Book a group](https://learning.theodi.org/courses/introduction-to-data-ethics-and-responsible-ai#Purchase)

## An introduction to data ethics and responsible AI

Data ethics is a rapidly emerging area, as data is the foundation upon which AI tools are trained and deployed. Increasingly, those collecting, sharing and working with data are exploring the ethics of their practices and, in some cases, being forced to confront those ethics in the face of public criticism.

A failure to handle data ethically or ensure that AI tools are deployed responsibly can harmfully impact people and lead to a loss of trust in projects, products or organisations.

In this three-hour online course, run by our experts, you will be given an introduction to the concept of data ethics, how data ethics links to the responsible use of AI tools, how ethics is addressed in other domains, and how data ethics can be applied to help organisations avoid harmful impacts and increase trust in new products and services.

## Put your data ethics knowledge to the test

[Take our quiz](https://learning.theodi.org/test-your-knowledge?hsLang=en)

## More about the course

###### Who is this course for?

This course is introductory and jargon-free. It is intended for anyone working in public, private and third-sector organisations who wants to become familiar with data ethics and start to bring it into their organisation.

The course will be attended by people from multiple organisations. We recognise that people may not want to discuss some of their current ethical issues in front of other organisations, therefore this workshop uses real-world examples to bring the topic to life.

###### Course prerequisites

No previous knowledge of data is required. An understanding of how data is used in your organisation will help you apply what you learn and take practical action.

###### Learning experience and course delivery

In the three-hour course you will cover:

- An introduction to the concept of data ethics.
- How ethics is addressed in other domains.
- How data ethics can be applied to help organisations avoid harmful impacts.
- How to increase trust in new products and services.

Each course is limited to 18 participants, to ensure they are interactive, and that you get the support you need.

By the end of this session you will be able to:

- Define the difference between morals, ethics and law
- Explain why data ethics applies to more than just the use of data
- Apply the data ethics canvas to evaluate projects involving data
- Make a number of recommendations to improve the ethical handling of data

###### Course Cost

This course is currently available for **group bookings only** (up to 18 participants). Content can be tailored to your organisation’s context and needs.

Contact our learning team to discuss dates, pricing and a delivery plan. Discounted rates are available for lower or middle-income countries and larger cohorts.

Public-sector teams can also book via [Government Campus](https://prospectus.governmentcampus.co.uk/04-artificial-intelligence/navigating-innovation-responsibly-with-data-and-ai-ethics/) (listed as *Navigating Innovation Responsibly with Data and AI Ethics*).

###### Running this course with your team

This course is run for groups of up to 18 people, and we can tailor our content to your context and needs.

We can work with you to identify the data skills required across your business, creating training that meets your organisation’s needs.

Contact our learning team to discuss how we can improve your organisation’s data literacy.

###### FAQs

**How many places/people are on each course? **

Each group booking is for up to 18 participants.

**Is there a limit to the number of people from my company that can attend?**

Yes, there is a maximum of 3 places per organisation. If you are interested in booking more than 3 places for your organisation, please contact [training@theodi.org](mailto:training@theodi.org).

**About this course**

This course was created by and is © The Open Data Institute. It was developed with the help of funding from the Erasmus+ programme of the European Union under the Open Data Education project.

## What you'll learn

 An introduction to the concept of data ethics

 How data ethics can be applied to help organisations avoid harmful impacts.

 How ethics is addressed in other domains

 How to increase trust in new products and services

### Book An introduction to data ethics and responsible AI

### Book a group with the ODI

This course is **tutor-led** and currently available for **group bookings only** (up to 18 people). We can tailor the content to your organisation’s context and needs.

Contact our learning team to discuss dates, pricing and a delivery plan. Discounted rates are available for lower or middle-income countries and larger cohorts.

[Contact us to book a group](mailto:training@theodi.org)

### Book via Government Campus

[![Government Campus](https://prospectus.governmentcampus.co.uk/media/ybuiprzm/government-campus-logo-rgb.png)](https://prospectus.governmentcampus.co.uk/)

Public-sector teams can book this course through **Government Campus** as *Navigating Innovation Responsibly with Data and AI Ethics*.

[Book via Government Campus](https://prospectus.governmentcampus.co.uk/04-artificial-intelligence/navigating-innovation-responsibly-with-data-and-ai-ethics/)

###### Digital Analyst, Boots

*"The assignments were the highlight of the course. They were well designed – it’s good to use real live data from a different sphere than I’m used to working in. And I really liked how they built on the previous assignment learnings.”*

## You may also be interested in...

![ODI-open-data-graphic-640x453-1-640x453](https://learning.theodi.org/hubfs/ODI-open-data-graphic-640x453-1-640x453.png)

###### Open Data in a Day

Learn how to discover, use and describe the benefits of open data, and how it impacts your organisation on this live, instructor-led, online and interactive course.

[More Details](https://learning.theodi.org/courses/open-data-in-a-day?hsLang=en)

![ODI-strategic-data-graphic-640x453](https://learning.theodi.org/hubfs/01_ODI%20Learning/Website/ODI-strategic-data-graphic-640x453.png)

###### Strategic Data Skills

This course will equip you with the theoretical knowledge, practical skills and technical know-how to make better decisions using data. It’s a comprehensive course for people...

[More Details](https://learning.theodi.org/courses/strategic-data-skills?hsLang=en)

![course_thumbnails_DEP](https://learning.theodi.org/hubfs/01_ODI%20Learning/Website/course_thumbnails_DEP.png)

###### Data Ethics Professional

This course aims to certify those who can demonstrate the knowledge, skills and ability, to apply tools and help others make better use of data, whilst minimising harmful impacts. 

[More Details](https://learning.theodi.org/courses/data-ethics-professional?hsLang=en)

[![ODI Learning](https://learning.theodi.org/hs-fs/hubfs/01_ODI%20Learning/learning-150-Blue-L%20(1).png?width=121&height=56&name=learning-150-Blue-L%20(1).png)](https://theodi.org/)

**ODI Learning** offers courses that are friendly, supportive and fun. No question is a silly question in our classrooms, and our expert trainers will arm you with all the practical skills you need for applying what you’ve learnt to the real world.

The majority of the course content is made available to reuse under an open licence.

[![The Open Data Institute](https://learning.theodi.org/hs-fs/hubfs/01_ODI%20Learning/Website/ODI%20logo%20white.png?width=114&height=56&name=ODI%20logo%20white.png)](https://theodi.org/)

The ODI is a non-profit company, founded in 2012 by Sir Tim Berners-Lee and Sir Nigel Shadbolt. At the ODI, our mission is to work with companies and governments to build an open, trustworthy data ecosystem. We work with a range of organisations, governments, public bodies and civil society to create a world where data works for everyone.

### **SUBSCRIBE**

<https://theodi.org/knowledge-opinion/the-week-in-data/>[ODI Learning Newsletter](https://learning.theodi.org/stay-connected-with-odi-learning?hsLang=en)<https://theodi.org/knowledge-opinion/the-week-in-data/>

[The Week in Data](https://theodi.org/knowledge-opinion/the-week-in-data/)

[ODI Inside Business series](https://theodi.org/knowledge-opinion/odi-inside-business-series/)

###### FOLLOW US

[Follow us on Facebook](https://www.linkedin.com/company/the-open-data-institute/) [Follow us on Youtube](https://www.youtube.com/user/OpenDataInstituteUK) [Follow us on Flicker](https://www.flickr.com/photos/ukodi/)

##### GET IN TOUCH

[Enquires](https://748510.hs-sites.com/contact?hsLang=en)

4th Floor, Kings Place,   
90 York Way, London, N1 9AG

---

[Privacy Policy |](https://www.theodi.org/about-the-odi/legal/privacy-policy/) [The ODI](https://www.theodi.org)

![](https://px.ads.linkedin.com/collect/?pid=3715554&fmt=gif)