MLOps: Monitoring and Managing Drift

Editor’s note: Oliver Zeigermann is a speaker for ODSC West 2023 this Fall. Be sure to check out his talk, “MLOps: Monitoring and Managing Drift,” there!

The trouble with machine learning starts after you put your model into production.

Typically, you want to bring something into production that gives you a clear benefit on the business side. Because, if it doesn’t, why bother? So, we need to monitor the performance of our model in production when there is …

artificial intelligence data science drift machine learning mlops