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Home/Glossary/Supervised Learning
AI Glossary Term

What does “Supervised Learning” mean?

Definition

Training a model with labeled examples that map inputs to known outputs.

Related terms

Safety Filter
A moderation layer that blocks or rewrites unsafe model inputs or outputs.
Data Augmentation
Techniques that create modified training examples to improve model generalization.
Data Labeling
The process of assigning tags or target outputs to raw data for supervised learning.
Dataset
A collection of structured or unstructured examples used for training, validation, or testing.
Knowledge Distillation
Training a smaller model to imitate the outputs of a larger model.
Overfitting
When a model memorizes training data and performs poorly on unseen inputs.

Learn more in our free guides

Deep LearningReinforcement LearningMachine Learning BasicsSupervised Learning

See also

Sparse ModelSynthetic DataSmall Language Model (SLM)System PromptSentiment AnalysisTemperatureSelf-Supervised LearningToken
PreviousSparse ModelNextSynthetic Data
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