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 GMM stand for?
💡 Hint: Remember the clustering model we discussed.
Question 2
Easy
Name one application of PCA.
💡 Hint: Think about how we represent complex data.
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 GMM stand for?
- Gaussian Mixture Model
- Generalized Mixture Model
- Gaussian Model Method
💡 Hint: Focus on the probabilistic nature of this model.
Question 2
True or False: PCA aims to reduce the number of variables while retaining as much variance as possible.
- True
- False
💡 Hint: Think about what PCA seeks to preserve.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Consider a dataset with numerous features. Explain how dimensionality reduction via PCA could impact your machine learning model's performance and computational efficiency.
💡 Hint: Focus on the interplay between complexity and interpretability.
Question 2
You have a dataset suspected to have non-standard clusters. Would you employ K-Means or GMM? Justify your answer with concepts from this section.
💡 Hint: Evaluate the cluster shapes you anticipate encountering.
Challenge and get performance evaluation