Learning Programmes

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...

• Blended
• 60h

Strategic data skills

A comprehensive course designed for individuals seeking to work strategically with data without delving into complex programming concepts.

• Options
• 15h | 48h

Introduction to data ethics and responsible AI

This three-hour online course gives an introduction to the concept of data ethics, how it is addressed in other domains, and how data ethics can be applied to help ...

• Expert Led
• 3h

Understanding data ethics & AI

Knowledge and tools to understand the realm of data ethics and apply them effectively in professional settings. Examine data ethics within your professional practice.

• Self-Paced
• 15h

Generative AI: Driving Innovation in Data Practices

Explore the innovative opportunities generative AI brings to data practices, and discover practical tools and strategies for responsible analysis and decision-making.

• Expert Led
• 6h

Applying machine learning & AI techniques to data

Learn to apply machine learning and AI techniques to data, discover how ethical frameworks help avoid teaching bad habits.

• Expert Led
• 5h

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.

• Expert Led
• 6h

Publishing open linked data

Explore the foundational concepts of open data publication. Learn the intricacies of linked data, how to create linked data from existing tabular datasets, and discover strategies for creating new vocabularies when needed. 

• Expert Led
• 4 x 3.5hrs

Building healthy data ecosystems

Our experts help you address common fears and misconceptions that can stop data getting to those who need it. 

• Expert Led
• 4 x 2.5h

Anonymisation is for everyone

This course will introduce the latest thinking on anonymisation and work through a practical exercise in anonymising data while maintaining utility and minimising risk.

• Expert Led
• 2h

Building a healthy data ecosystem

Upskill in the foundations of data and learn how to embed a robust and efficient data infrastructure.

• Self-Paced
• 2.5h

Organising and validating data

Learn best practices to clean data, improve its quality, accuracy and reliability. Gain confidence in working and managing data.

• Self-Paced
• 3.5h

An introduction to data analysis

• Self-Paced
• 3.5h

Telling stories with data

Develop the ability to communicate complex data findings effectively. Craft compelling narratives using storytelling techniques.

• Self-Paced
• 3h

The foundations of ethical decision making

Explore different ethical frameworks, their strengths, their weaknesses and application to AI.

• Self-Paced
• 1.5h

Legal and regulatory frameworks

Learn about the pivotal regulations across all phases of the data lifecycle, with a particular emphasis on emerging AI regulations.

• Self-Paced
• 2h

Ethics and personal data

Develop the skills to handle personal data responsibly. Mitigate the risks whilst maintaining the utility of data.

• Self-Paced
• 2h

Ethics in data collection

Equip yourself with the knowledge and tools necessary to navigate the intricate terrain of data collection with ethics and integrity.

• Self-Paced
• 2.5h

Bias and fairness in data and AI

Develop your understanding of bias in data and algorithms and actively identify instances of bias in real-world datasets.

• Self-Paced
• 3h

Transparency and explainability in data

• Self-Paced
• 2h

Tools and frameworks in evaluating ethical data practices

Practical tools and frameworks to assess and enhance ethical data practices.

• Self-Paced
• 2h

Train the trainer

Our Train the Trainer programme aims to enable you to become an ODI Registered Trainer. Ideal for those who are beginning to teach others about open data ...

• Expert Led
• 1 Week

Open data essentials [FREE]

This programme has been designed to enable you to discover what open data is and how it is changing the lives of everyone on our planet.

• Self-Paced
• 3h

Finding stories in data [FREE]

When effectively analysed and presented in a clear and compelling way, data has the potential to create impact.

• Self-Paced
• 3h

Data ethics essentials [FREE]

Embrace AI with Confidence by explore the fundamental principles and real-world applications of ethical data handling, ensuring you stay ahead in this data-driven world.

• Self-Paced
• 2.5h