What are the differences between supervised and unsupervised play?

Can you explain the differences between supervised and unsupervised play in AI?

Sure! Supervised play involves learning from labeled data, while unsupervised play learns from unlabeled data.

Can you give me an example of each?

Of course! In supervised play, a model might learn to classify images of cats and dogs with labeled examples. In unsupervised play, it might group similar images without any labels.

Which one is more commonly used in AI applications?

Supervised learning is more common because it often yields better accuracy with labeled data, but unsupervised learning is valuable for discovering patterns.

Are there any specific scenarios where unsupervised play is preferred?

Yes, unsupervised play is preferred in scenarios like clustering customer data or anomaly detection where labels are not available.