Clustering Quiz

Practice Quiz: Clustering

Clustering Quiz

Question 1 of 5

Which of these best describes unsupervised learning?

A form of machine learning that finds patterns using labeled data (x, y)

A form of machine learning that finds patterns using unlabeled data (x)

A form of machine learning that finds patterns without using a cost function

A form of machine learning that finds patterns in data using only labels (y) but without any inputs (x)

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This interactive quiz tests your understanding of fundamental K-means concepts including unsupervised learning nature, algorithm mechanics, initialization strategies, convergence properties, and cluster selection methods. You can retake the quiz as many times as you’d like!