3. Machine Learning

Unsupervised Learning — Quiz

Test your understanding of unsupervised learning with 5 practice questions.

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Practice Questions

Question 1

What is the main advantage of using Gaussian Mixture Models (GMMs) over K-Means clustering?

Question 2

In the context of PCA, what do the principal components represent?

Question 3

Which of the following metrics is commonly used to evaluate clustering performance when true labels are unavailable?

Question 4

What is the primary goal of density estimation in unsupervised learning?

Question 5

In K-Means clustering, how is the centroid updated during each iteration?