Deployment and Model Management

We have shown in Chap. 5 how to evaluate the models and discussed how they are generated using techniques from Chaps. 7– 9. The models were also interpreted to gain new insights for feature construction (or even data acquisition). What we have ignored so far is the deployment of the models into production as well as their continued monitoring and potentially even automatic updating.