Continuous Integration on Machine Learning Models

Even though it's a machine learning product, it doesn't mean that the software went away. You would pin the model version alongside the microservice and then potentially do some kind of integration test before you put that into production. The functional tests are slightly different just in the fact that they're also validating the accuracy of the model when it goes into production.