Dataset Cards & Documentation

Write dataset cards beyond the academic minimum. Learn the disclosure-grade dataset card (audience: downstream user), the regulator-grade dataset card (audience: regulator / auditor), contractor-treatment disclosure (who labelled, under what conditions), the ongoing-maintenance discipline as datasets evolve, the Hugging Face Dataset Card pattern, and the Croissant ML metadata standard.

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever is most relevant.

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Dataset Cards Overview

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Disclosure-Grade Cards

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Regulator-Grade Cards

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Contractor-Treatment Disclosure

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Maintenance Discipline

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Croissant ML Metadata

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