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Glossary · Artificial Intelligence

What is Supervised Learning?

Training a model on examples that include the correct answer (labels).

In more detail

The model learns to map inputs to the known outputs, then predicts answers for new inputs.

Example

Emails labelled spam / not spam train a spam filter.

Learn it properlyAI vs Machine Learning vs Deep Learning: What Is the Difference?9 min lesson · Artificial Intelligence

Related terms

AI AgentAn AI system that can plan steps and use tools — search, code, apps — to complete a task with less step-by-step instruction.Artificial Intelligence (AI)Software that learns patterns from data and uses them to make predictions, decisions or new content.Bias (in AI)Systematic unfairness in AI output, usually inherited from imbalanced or historical training data.Context WindowThe maximum amount of text a language model can consider at one time.Deep LearningMachine learning that uses neural networks with many layers, especially good for images, audio and language.Fine-TuningFurther training a pre-trained model on a smaller, specific dataset to adapt it to a task or style.