Practice Explainability Tools (4.2) - AI Ethics, Bias, and Responsible AI

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11 questions

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3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
5 questions · about 3 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What does SHAP stand for?
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Think about how it relates to mathematical concepts.
Question 2.
What is the purpose of LIME?
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Focus on the term local in LIME.
3Question 3.
What is the main aim of SHAP?
- To generalize models
- To explain contributions to predictions
- To optimize performance
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Think of what SHAP represents and its purpose.
4Question 4.
LIME is useful for ___?
- True
- False
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Consider its name and function.
Question 5.
Discuss how unexplainable AI models can lead to ethical issues. Provide examples of such models.
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Think critically about real-life implications and historical examples.
Question 6.
Propose an AI project where you would implement explainability tools. Justify your choice.
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Consider fields where understanding is crucial.

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