The monitoring system
By now, it is clear that an ML application is much more than just the model and that each component can be a point of failure.
For that reason, a comprehensive monitoring system is of utmost importance for your ability to capture and resolve issues in production quickly.
What are some fundamental features that one such system should have?
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
