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
Define what is meant by 'Residual' in the context of GBM.
💡 Hint: Think about what the model gets wrong in its predictions.
Question 2
Easy
What does the learning rate control in a GBM?
💡 Hint: It affects how quickly or slowly the model learns.
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 GBM stand for?
- General Boosting Machines
- Gradient Boosting Machines
- Gaussian Boosting Machines
💡 Hint: Think about which term emphasizes 'gradient'.
Question 2
True or False: GBM uses parallel learning.
- True
- False
💡 Hint: Consider how each model learns from the previous one.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a simple scenario where GBM would outperform a single decision tree. Provide reasoning for your answer.
💡 Hint: Think about complexity in data relationships.
Question 2
How would you approach tuning the learning rate and the number of trees in GBM for a dataset with high variance?
💡 Hint: Balance is key in tuning; reflect on the bias-variance trade-off.
Challenge and get performance evaluation