May 29, 2021
Difference between Offline (classic) Machine Learning and Online Incremental Machine Learning - High-Level architecture. Online incremental learning provides continuous learning on real-time streaming data. The online model learns in sequential order, as data becomes available. In case of model degradation, online machine learning models are capable to update themselves and prevent catastrophic deterioration in model performance. It provides can provide scalable automation in deployment with low cost and reduced maintenance in a post-deployment era. #machinelearning #onlinemachinelearning (at Haifa, Israel) https://www.instagram.com/p/CPcGX2TjY2s/?utm_medium=tumblr