the-turing-way / the-turing-way

Host repository for The Turing Way: a how to guide for reproducible data science
http://the-turing-way.org/
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[IDEA] The Turing Way ... Course? #3856

Open srtee opened 1 month ago

srtee commented 1 month ago

Summary

I would love to craft a course outline if I had my dream opportunity of teaching a course based on The Turing Way. A Turing Way course could:

What needs to be done?

  1. Reproducible, Ethical and Collaborative Data Science
    • [ ] overview
      • defining "reproducible", "ethical", and "collaborative"
      • telling everyone's favourite campfire horror stories of repro or ethical failures in research ...
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  2. What's At Stake For Academia
    • [ ] overview
      • surveying inequities and stresses in modern academia
      • emphasising systemic problems -- no mere individual fixes!
      • intro to some key groups or orgs worth checking out
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  3. What's At Stake For Academics
    • [ ] overview
      • naming the pressures on academics, especially early career
      • encouraging academics that good science can be rewarding both personally and professionally
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  4. Better Research: Getting Started
    • [ ] overview
      • key ideas like FAIR and CARE, reproducibility, version control, universal design
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  5. Better Research: Preparation and Planning
    • [ ] overview
      • Before you start! Organisation, data registration plans ...
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  6. Better Research: Collaboration and Project Management
    • [ ] overview
      • simple intro to project management
      • useful because the relationship of advisor with PhD / postdoc is a formative context shaping lifelong reproducibility and ethical habits
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  7. Better Research: Storing, Analysing, and Sharing Data
    • [ ] overview
      • data storage and backups, scripting analyses with version control, data warehousing
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  8. Better Research: Publishing for Openness and Reproducibility
    • [ ] overview
      • open access and how to present reproducible data analyses
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  9. Healthy Communities: Seeds of Sustainable Change
    • [ ] overview
      • centering and celebrating healthy communities as how change begins, builds, and becomes normative!
      • primers on community participation, discussion moderation, and organising
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  10. Healthy Communities: Diversity, Equity, and Inclusion
    • [ ] overview
      • witnessing the harms and injustices of historical marginalisation
      • discussing importance and benefits of representation, how to be an ally, centering marginalised people while supporting them so they don't bear additional representation-organisation burdens (often as volunteers)
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  11. Healthy Communities: Accessibility and Localisation
    • [ ] overview
      • witnessing the harms and injustices of unequal access especially in terms of language, ability, or neurodiversity
      • discussing universal design and disability awareness, localisation, progress in the Global South
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  12. Healthy Communities: Recognition Beyond Authorship And Bibliometrics
    • [ ] overview
      • discussing recognition beyond authorship and areas like COPE, CRediT ...
      • Research Infrastructure Roles!!!
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  13. Healthy Communities: Public Science and Scientific Publics
    • [ ] overview
      • parsing relationships between public(s!) and science, especially in fraught areas like climate science, public health ...
      • appreciating citizen science, science in journalistic and cultural portrayals
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas
  14. Healthy Communities: Stories from The Turing Way and Elsewhere
    • [ ] overview
      • celebrating The Turing Way!!! And other orgs!!!!
    • [ ] picture
    • [ ] links
    • [ ] questions
    • [ ] ideas

Who can help?


Updates

EKaroune commented 3 weeks ago

OMG - what a great idea but what alot of work! We probably have some of this already as training courses that you could reuse.

We have:

We also have several versions of github training that include version control, open licenses, open source working, etc

jcolomb commented 1 week ago

we also have https://carpentries-incubator.github.io/managing-computational-projects/22_contentAndMotivation.html