Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does LIME stand for?
💡 Hint: Think about the focus of interpretability.
Question 2
Easy
Why is it important for AI models to be interpretable?
💡 Hint: Consider the stakeholders involved.
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 purpose of LIME?
- To provide local explanations
- To optimize model accuracy
- To analyze global feature responses
💡 Hint: Think about its full name.
Question 2
SHAP is based on which theory?
- Statistics
- Game Theory
- Machine Learning
💡 Hint: Consider what concept underpins fair attribution.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Demonstrate how you would conduct a local interpretability analysis using LIME for a specific prediction in a healthcare model.
💡 Hint: Remember to consider a few features related to patient history.
Question 2
Imagine you are presenting a model to stakeholders who are concerned with fairness in predictions. How can you employ SHAP to address their concerns?
💡 Hint: Think about what questions stakeholders might have about fairness.
Challenge and get performance evaluation