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Home/Glossary/Normalization
AI Glossary Term

What does “Normalization” mean?

Definition

Transforming values to a consistent scale to improve optimization stability.

Related terms

AI Alignment
The work of making AI systems behave according to human intentions, values, and safety constraints.
Baseline Model
A simple reference model used to compare whether more complex approaches actually improve results.
Bias
A consistent pattern of error or unfairness in data or model behavior.
Data Augmentation
Techniques that create modified training examples to improve model generalization.
Ensemble
Combining predictions from multiple models to improve robustness or accuracy.
Feature Engineering
Designing or transforming input variables to make learning easier and more effective.

Learn more in our free guides

Group NormalizationRMSNorm and Pre-Layer NormalizationText Normalization for SpeechLayer Normalization

See also

Neural NetworkOCR (Optical Character Recognition)Natural Language Processing (NLP)Open-Source ModelNamed Entity Recognition (NER)OverfittingMultimodal ModelParameter
PreviousNeural NetworkNextOCR (Optical Character Recognition)
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