Too Long; Didn't Read
In this article, we discuss why it’s essential to continue to retrain your machine learning models, no matter how rigorous your initial training data process might be. We’ll also discuss how you can anticipate the need for subsequent updates at the beginning of any machine learning project. By building in retraining processes from the start, you’'ll be designing a sustainable predictive model.Continual learning models incorporate new streams of data, often from the production environment in which they have been trained.