https://terms-en.ai-term-hub.com/en/tags/adaptive-systems/Recent content in Adaptive Systems on English AI Terms DictionaryHugoen-usSat, 18 Jul 2026 11:44:44 +0000https://terms-en.ai-term-hub.com/en/terms/online/Sat, 18 Jul 2026 09:35:02 +0000https://terms-en.ai-term-hub.com/en/terms/online/<h2 id="definition">Definition</h2> <p>Online learning is a machine learning paradigm where the model is updated incrementally as new data points arrive, rather than being trained on a static batch of data all at once. This approach is crucial for applications dealing with streaming data, such as stock market predictions or real-time fraud detection. It allows systems to adapt quickly to changing patterns and distributions over time, ensuring that the model remains relevant and accurate in dynamic environments without requiring significant computational resources for full retraining.</p>