Dynamic means occurring frequently, continuously, or on demand rather than remaining fixed. In machine learning, dynamic or online systems may retrain frequently, update from new data, or produce predictions only when requested.
Something done frequently or continuously. The terms dynamic and online are synonyms in machine learning. The following are common uses of dynamic and online in machine learning: - A dynamic model (or online model) is a model that is retrained frequently or continuously. - Dynamic training (or online training) is the process of training frequently or continuously. - Dynamic inference (or online inference) is the process of generating predictions on demand.