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Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does XAI stand for?
π‘ Hint: Think about what making AI decisions understandable means.
Question 2
Easy
Describe how LIME generates explanations for a specific prediction.
π‘ Hint: Consider what happens when you change the inputs slightly.
Practice 1 more question and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary aim of Explainable AI?
π‘ Hint: Remember the importance of trust in AI.
Question 2
True or False: SHAP only provides local explanations.
π‘ Hint: Think about how many types of explanations SHAP offers.
Solve and get performance evaluation
Push your limits with challenges.
Question 1
Design an AI system for financial advice. Explain how you would ensure it is explainable for various users, including regulatory oversight.
π‘ Hint: Think about the types of users and their understanding needs.
Challenge and get performance evaluation