Datasheets for Datasets
Author datasheets for datasets in the Gebru et al. tradition. Learn the canonical structure (motivation, composition, collection process, preprocessing / cleaning / labelling, uses, distribution, maintenance), the intended-use and not-recommended-use sections, the link to data-protection law, the consent and contractor-treatment disclosure, and the maintenance discipline as datasets evolve.
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Work through these 6 lessons in order, or jump to whichever is most relevant.
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