Model Cards (Mitchell et al.)

Author model cards properly rather than as a marketing artefact. Learn the canonical Mitchell et al. structure (model details, intended use, factors, metrics, eval data, training data, ethical considerations), the Hugging Face / Google Cloud Model Card variants, the intended-use boundary discipline, eval-reporting standards (slice eval, regression), the link to system cards for deployed products, and the maintenance discipline.

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Lessons in This Topic

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