the-turing-way/the-turing-way
Vedi su GitHub[Idea] Pathway covering resources particularly relevant to AI/ML
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#4183 aperta il 19 mag 2025
book-dash-may25help wanted
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Descrizione
Summary
As we're getting to grips with the new pathways feature, it's made me realise we could do with a pathway focused on content in the guides which is particularly relevant for AI or machine learning.
The overall guides are technically relevant - but there are specific chapters which are more directly related than others
Some of the materials I think could be included are:
Materials from The Turing Way
- https://book.the-turing-way.org/project-design/data-security/data-governance Licensing Machine Learning models - The Turing Way Case Studies: Choosing an ML License - The Turing Way Data Governance for the Machine Learning Pipeline - The Turing Way
- https://book.the-turing-way.org/project-design/data-security/data-governance/bigcode-casestudy
- Privacy-preserving Machine learning - The Turing Way
- Working with Trusted Research Environments - The Turing Way
- Guide for Ethical Research - The Turing Way
What other ones am I missing?
What needs to be done?
- Collate suggested chapters from the guides in the comments here
- Draft up the pathway file
- BONUS: write up a brief landing page/description as well?
- BONUS: identify content that should be in the guides but isn't and either link out to it, or open issues encouraging people to write it (e.g. #4154 )
Who can help?
- Anyone who is interested in AI/ML content and curating it!