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Machine Learning Glossary

Supervised Learning

Training with labelled examples, where each input comes with the correct answer.

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In supervised learning, the dataset pairs inputs with known outputs, and the model learns to map one to the other. Classification and regression are the classic examples. It is the most common form of machine learning in business because labels let teams measure progress precisely, though producing enough labels can be expensive.

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