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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does XAI stand for?
💡 Hint: Think about AI that you can understand.
Question 2
Easy
Name one area where XAI is crucial.
💡 Hint: Consider where decisions can have serious impacts.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does XAI aim to enhance in AI systems?
- Speed
- Trust
- Cost
💡 Hint: Consider what matters most when using AI in critical areas.
Question 2
True or False: Local interpretability explains why a model made a specific prediction.
- True
- False
💡 Hint: Think about how you'd ask a model about its decisions.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You are tasked with explaining the decisions made by a deep learning model predicting loan approvals. How would you approach this using XAI?
💡 Hint: Think about breaking down a complex machine into understandable parts.
Question 2
Discuss how a lack of interpretability in AI systems could lead to ethical violations in healthcare.
💡 Hint: Consider how understanding decisions is vital in life-critical environments.
Challenge and get performance evaluation