API functionalities
You learned that the API, being the contact point between your ML service and the outside world, has many important safeguarding functionalities.
If it happens that one of the client applications sends you a request containing only two out of four required features, you must be able to detect that immediately and inform the client that they have made a mistake.
Otherwise your service may return a generic error and it may seem like there is an issue on your side.
This check is a basic functionality of every serious API and we call it:
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
