Machine Learning & Training

What Is Online Learning?

Online learning is an approach where a model updates its parameters incrementally as new data arrives, one example or small batch at a time. This makes it suitable for streaming data and situations where data changes over time. It contrasts with batch learning, in which a model is trained on a fixed dataset all at once and only updated by retraining.