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
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take mock test.
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is boosting in machine learning?
💡 Hint: Think of how models can learn from their mistakes.
Question 2
Easy
Name one popular boosting algorithm.
💡 Hint: Which boosting algorithm can you recollect from our discussions?
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 primary focus of boosting?
- Parallel training
- Weight adjustment
- Focusing on errors
💡 Hint: What do we learn from our mistakes?
Question 2
True or False: Boosting can help reduce both bias and variance.
- True
- False
💡 Hint: What advantages does boosting provide?
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Develop a small dataset and train an AdaBoost model. Analyze the results based on misclassifications and weights assigned during the model training.
💡 Hint: Remember to track weights and focus on how they change after each iteration.
Question 2
Compare the performance of Gradient Boosting versus XGBoost on a given dataset and discuss the differences you observe in training time and accuracy.
💡 Hint: Focus on speed and efficiency vs. performance in your evaluation.
Challenge and get performance evaluation