4.2 - Explainability tools
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Practice Questions
Test your understanding with targeted questions
What does SHAP stand for?
💡 Hint: Think about how it relates to mathematical concepts.
What is the purpose of LIME?
💡 Hint: Focus on the term local in LIME.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main aim of SHAP?
💡 Hint: Think of what SHAP represents and its purpose.
LIME is useful for ___?
💡 Hint: Consider its name and function.
3 more questions available
Challenge Problems
Push your limits with advanced challenges
Discuss how unexplainable AI models can lead to ethical issues. Provide examples of such models.
💡 Hint: Think critically about real-life implications and historical examples.
Propose an AI project where you would implement explainability tools. Justify your choice.
💡 Hint: Consider fields where understanding is crucial.
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