Supervised learning uses labeled examples with correct answers (like a teacher guiding a student), making it faster for learning specific tasks, while unsupervised learning discovers hidden patterns in unlabeled data without guidance, potentially revealing unexpected insights.
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Supervised vs Unsupervised Learning Which AI Is Faster | upGrad Learning #shortsAdded:
Supervised and unsupervised learning are completely different. Supervised learning is like learning with a teacher. Teacher shows you 100 emails.
This is spam. This is not spam. This is spam. You learn the patterns. Now you can identify spam yourself. The teacher guides you, gives you the answers.
Unsupervised learning, no teacher, no answers. You get 1,000 emails. Nobody tells you which are spam. You have to find patterns yourself. Maybe spam emails have certain words. Maybe they come from certain senders. Both work.
Supervised is faster. You learn exactly what you need. Unsupervised finds unexpected patterns. Things the teacher never thought of. One has a guide. One doesn't.
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