Online Learning
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Model updates continuously from incoming data. Good for rapidly changing patterns (recommendations, fraud, ad click prediction). Requires careful handling of data quality and model stability.
Related
- Concept Drift (online learning addresses drift)
- Retraining Triggers (continuous vs triggered retraining)