---
title: Team Training - ODI Learning
description: Our team training courses enable us to work with you to identify the data skills required across your business, creating training that works for you.
---
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- [Understanding Data Ethics and AI](https://learning.theodi.org/courses/understanding-data-ethics-and-ai-self-paced)
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- [Data Ethics Essentials \[FREE\]](https://learning.theodi.org/courses/data-ethics-essentials)
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- [Open Data in a Day](https://learning.theodi.org/courses/open-data-in-a-day)
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- [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)
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- [Publishing open linked data](https://learning.theodi.org/courses/publishing-open-linked-data)
- [Data Ethics Professional](https://learning.theodi.org/courses/data-ethics-professional)
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- [Data Ethics Essentials \[FREE\]](https://learning.theodi.org/courses/data-ethics-essentials)
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- [Quick Learning](https://learning.theodi.org/micro-courses)
- [Self-Paced Courses](https://learning.theodi.org/self-paced-courses)
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- [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)
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- [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)
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- [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)
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- [Data Ethics Professional](https://learning.theodi.org/courses/data-ethics-professional)
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- [For Government](https://learning.theodi.org/for-government-gov-uk)
- FREE Courses
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- [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/)
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- [Meet the team](https://learning.theodi.org/trainers)
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# Develop data literacy across your organisation
###### Data has become an essential element of both business strategy and business operations.
We can work with you to identify the data skills required across your business, creating training that meets your organisation’s needs. Our courses can be run for groups of up to 14 people. And, we can tailor our content to your context and needs. Our training approaches include: E-learning, Interactive and virtual workshops, Games and Blended learning programmes.
###### Data strategy
Understand how your business should use data differently to create value and improve business performance, in the face of competition.
Explore these questions:
- Where is your data strategy documented?
- Who owns the development of data strategy in your business?
- How does your data strategy support your business strategy?
- What’s different about your data strategy compared to competitors?
- What specific plans have been created?
- What plans have been created to treat data as an asset?
- What short-, mid- and long-term goals and KPIs are documented in your data strategy?
- What are the primary use cases for data in your business?
- What business models in your business rely on data?
- Who ensures that strategic plans for data are adequately resourced?
- How is progress monitored and reported?
- When are your data strategy and associated plans reviewed and iterated?
- What’s missing?
###### Data infrastructure
Identify the data assets, standards, technologies, policies and the people that steward and contribute to them.
Explore these questions:
- For your business and data strategy what insights and datasets are required to make decisions and monitor progress?
- What data assets does your business need to deliver and support the products, services required by your data and business strategies? What standards govern them?
- What systems and tools are critical to your business strategy? Are they fit for purpose? Are they adequately resourced?
- What policies and processes govern how data should be used in your business to support strategy? Who is responsible for shaping policy and how are decisions made about changes?
- How might current policies and processes need to change to improve progress towards your strategic goals?
- Where do critical datasets sit on a spectrum from open, shared to closed? Where should they sit?
###### Data ecosystems and data flows
Identify and plan the technical and organisational relationships needed to deliver a service.
Explore these questions:
- How does data flow across your business and network currently?
- Who are the different actors in your data ecosystem?
- How do you need to collaborate with the different actors?
- What new sources of data do you need to improve internal operations and business performance?
- How could you better exploit existing data flows?
- What changes are needed, and what effects might they have?
###### Data skills
Analyse the literacy and skills your people need to execute strategic plans and improve business performance.
Explore these questions:
- What are your strategic needs when it comes to data skills?
- Where are your current strengths when it comes to data skills?
- What domains do your current data skills development approach focus on?
- Where are the gaps between the skills you need and the skills you already have or are developing.
- What could you improve?
###### Data ethics
Data ethics relates to good practice around how data is collected, used and shared. It is especially relevant when data activities have the potential to impact people and society, directly or indirectly.
Start by exploring these questions:
- What are your data sources and what are their limitations?
- When it comes to data which existing ethical codes apply to your sector or project?
- What legislation, policies, or other regulation shape how you use data?
- Where is data obtained from? What rights do you have to use data?
- What are the reasons for using data?
- What are the positive effects on people?
- What are the negative effects? How can they be avoided or minimised?
- How can you engage with people? How open can you be about your work with data
- How is data ethics being routinely implemented across your business and projects?
- How is data ethics monitored and reviewed?
#### The Data Skills Framework
The ODI Skills Framework provides a balanced view of the skills an organisation needs in order to build an open, trustworthy data ecosystem, and manage harmful impacts.
[The Data Skills Framework](https://learning.theodi.org/courses/data-skills-framework?hsLang=en)
###### Contact our Data Skills Experts to discuss how we can improve your organisations data literacy.
Contact Us
## You may also be interested in...
###### Datopolis Team Workshops
The Datopolis Board game is a fantastic novel way of talking about open data, illustrating the benefits of open data (from Data as Culture to videos to white papers and world class research to open data training) and helps demonstrate how ecosystems grow around data.
[More Details](https://learning.theodi.org/courses/datopolis?hsLang=en)
###### 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 who want to work strategically with data, but don’t need or want to learn complex programming.
[More Details](https://learning.theodi.org/courses/strategic-data-skills?hsLang=en)
###### 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. It’s suitable for anyone who enjoys being a critical thinker, and doesn’t mind exploring diverse topics.
[More Details](https://learning.theodi.org/courses/data-ethics-professional?hsLang=en)
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**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.
[](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.
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