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 are Shapley values used for?
💡 Hint: Think about the fairness in assigning credit to features.
Question 2
Easy
Define marginal contribution in your own words.
💡 Hint: What happens when you add a feature to a set?
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 do Shapley values help with in machine learning?
- A) Increasing accuracy
- B) Distributing feature contributions
- C) Reducing data size
💡 Hint: Consider how different features interact.
Question 2
True or False: Marginal contributions take into account only the last feature added.
- True
- False
💡 Hint: Think about combinations of features.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Suppose you have a machine learning model predicting house prices based on features like size, neighborhood, and age. Explain how you'd set up a Shapley value calculation for a new property and what information you'd derive from it.
💡 Hint: Utilize combinations of features to analyze contribution.
Question 2
Illustrate how marginal contribution calculations might differ between a linear and non-linear model. What are the implications for feature interactions?
💡 Hint: Consider the types of relationships in your models.
Challenge and get performance evaluation