Testing your machine learning model
Throughout the ML app and model development, you will produce a collection of unit tests, integration tests, load, stress, and deployment tests.
Do not be intimidated if you do not know all these test types already, there are excellent resources to learn them.
But at the very least, you should remember the key reason you should write them, which is:
This exercise is part of the course
MLOps Deployment and Life Cycling
Hands-on interactive exercise
Turn theory into action with one of our interactive exercises
