Machine Learning in a Changing World
The only constant in the world nowadays is change. This is no different in machine learning, and the data that machine learning models are trained on. Therefore, developing a machine learning model does not stop once we have trained and deployed the model: we should also monitor the deployed model and data, to make sure that the model keeps performing as expected.