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Home/Glossary/Self-Supervised Learning
AI Glossary Term

What does “Self-Supervised Learning” mean?

Definition

Learning representations from unlabeled data by predicting masked or transformed parts.

Related terms

Unsupervised Learning
Learning patterns from unlabeled data without explicit target outputs.
Data Lineage
A record of where data came from, how it was transformed, and where it is used.
Self-Play
A training setup where a model improves by generating data through interactions or competitions with copies of itself.
Continual Learning
Training approaches that let a model keep learning from new data without forgetting prior knowledge.
Data Labeling
The process of assigning tags or target outputs to raw data for supervised learning.
Intent Classification
Predicting the user's purpose from a text query to route it correctly.

Learn more in our free guides

Deep LearningReinforcement LearningMachine Learning BasicsSupervised Learning

See also

Semantic SearchSentiment AnalysisScaling LawSmall Language Model (SLM)Safety FilterSparse ModelRobustnessSupervised Learning
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