This course covers everything you need to know to build a basic machine learning monitoring system in Python
Monitoring machine learning models ensures the long-term success of your machine learning projects. Monitoring can be very complex. However, there are Python packages to help us understand how our models are performing, what data has changed that might have led to a drop in performance, and give us clues on what we need to do to get our models back on track. This course covers everything you need to know to build a basic monitoring system in Python, using the popular monitor package, nannyml.
Monitoring machine learning models ensures the long-term success of your machine learning projects. Monitoring can be very complex. However, there are Python packages to help us understand how our models are performing, what data has changed that might have led to a drop in performance, and give us clues on what we need to do to get our models back on track. This course covers everything you need to know to build a basic monitoring system in Python, using the popular monitor package, nannyml.