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Data Science Ethics
This course provides a framework to analyze ethics concerns related data science. Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic...-
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Research data management (RDM) open training materials - Zenodo community
A Zenodo community where openly accessible online training materials which can be shared and repurposed for RDM training. All contributions in any language are welcome. The...-
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DMP Use Case Project Collection
University of Vienna (Open Aire NOAD Austria) has made a collection of H2020 public DMPs available via the Phaidra repository. The content of the DMPs have not been quality... -
Guidelines on informed consent
Radboud University provides an extensive guideline on how to obtain and register informed consent, with specific recommendations depending on how consent is obtained... -
Data repository finder
Utrecht University has created a simple decision-tree tool that helps researchers to choose a generic repository that best fits their needs. To do so, criteria such as...-
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Metadata tutorial
The University of North Carolina has developed a step-wise tutorial about metadata. It addresses what metadata is and why is it needed, explains the basic elements of metadata...-
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Curated list of funder requirements
The University of Bristol has compiled a curated list of funders’ requirements. They have opted for a standardized checklist of requirements, which covers aspects such as...-
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Harmonised overview of policies and regulations
The University of Bath has elaborated a page with UKRI and other major funder requirements, together with university policy requirements and national relevant legislation. For...-
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Curated list of publishers data availability requirements
Radboud University has created a spreadsheet which lists the journals (and respective publisher) where their affiliated researchers publish more frequently. For each publisher... -
RDM requirements per research phase
Ghent University summarises all the RDM requirements per funder and grouped into four categories: during proposal stage, post-award data management plan, covering data...-
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Legal instruments and agreements before collecting data
Utrecht University provides an overview of possible legal instruments and agreements that might be necessary to establish prior to data collection. The information is provided...-
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Research integrity checklist
The University of Oxford has developed a research integrity checklist which compiles all the different requirements set by applicable legislation (e.g. GDPR), the University...
