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Responsible ML: Interpretability, Fairness & Privacy Quiz
Twelve scenario questions on impurity versus permutation importance, PDP and ICE, LIME instability, the Shapley axioms and additivity, fairness criteria, the impossibility theorem, the four-fifths rule, differential privacy epsilon and composition, FedAvg, and model cards.
12 questions
10 min
Pass: 70%