FAIR Data, Workflows, and Research

These lessons will teach you how to make your research objects more FAIR with practical, hands-on advice.

You can view the tutorial materials in different languages by clicking the dropdown icon next to the slides (slides) and tutorial (tutorial) buttons below.


FAIR Data Management

The FAIR (Findable, Accessible, Interoperable, Reusable) data stewardship created the foundation for sharing and publishing digital assets. These lessons will apply to machine accessibility and emphasize that all digital assets should share data in a way that will enable maximum use and reuse.

Lesson Slides Hands-on Recordings
FAIR in a nutshell
FAIR data management solutions
FAIR Galaxy Training Material
FAIR Bioimage Metadata
REMBI - Recommended Metadata for Biological Images – metadata guidelines for bioimaging data

Make workflows FAIR with RO-Crate

This section brought to you by the BY-COVID project, and will teach you how to make your research objects more FAIR with practical, hands-on advice.

Lesson Slides Hands-on Recordings
RO-Crate - Introduction
Workflow Run RO-Crate Introduction
Exporting Workflow Run RO-Crates from Galaxy
RO-Crate in Python
Best practices for workflows in GitHub repositories
Submitting workflows to LifeMonitor

Frequently Asked Questions

Common questions regarding this topic have been collected on a dedicated FAQ page . Common questions related to specific tutorials can be accessed from the tutorials themselves.

Editorial Board

This material is reviewed by our Editorial Board:

orcid logoAvatarSimone Leoorcid logoAvatarLuca Piredduorcid logoAvatarStian Soiland-Reyesorcid logoAvatarPaul De Geestorcid logoAvatarKatarzyna Kamienieckaorcid logoAvatarKrzysztof Poterlowicz

For any question related to this topic and the content, you can contact them or visit our Gitter channel.


This material was contributed to by:

orcid logoAvatarHelena RascheAvatarLaura Cooperorcid logoAvatarMarco Enrico Pirasorcid logoAvatarStian Soiland-Reyesorcid logoAvatarLuca Piredduorcid logoAvatarSimone Leoorcid logoAvatarPeter Seftonorcid logoAvatarKatarzyna Kamienieckaorcid logoAvatarPaul De Geestorcid logoAvatarKrzysztof Poterlowiczorcid logoAvatarBruno P. KinoshitaAvatarJulia Jakiela


This material was funded by: