Computer Science for IGCSE & O level - Automated And Emerging Technologies (Section 7 - No. 11)

What is the main difference between supervised and unsupervised learning in machine learning?
Supervised learning uses unlabeled data, while unsupervised learning uses labeled data.
Supervised learning uses labeled data, while unsupervised learning uses unlabeled data.
Supervised learning is used for image recognition, and unsupervised learning is used for text processing.
There is no difference, they are interchangeable.

Explanation

The distinction between supervised and unsupervised learning is based on the type of data used and the learning objective.

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