Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does SHAP stand for?
💡 Hint: Think about how it relates to mathematical concepts.
Question 2
Easy
What is the purpose of LIME?
💡 Hint: Focus on the term local in LIME.
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 is the main aim of SHAP?
- To generalize models
- To explain contributions to predictions
- To optimize performance
💡 Hint: Think of what SHAP represents and its purpose.
Question 2
LIME is useful for ___?
- True
- False
💡 Hint: Consider its name and function.
Solve 3 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
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.
Question 2
Propose an AI project where you would implement explainability tools. Justify your choice.
💡 Hint: Consider fields where understanding is crucial.
Challenge and get performance evaluation