Tech Talk - Monitoring for Machine Learning Analytics
Duration: 15 Minutes
Matt Mahowald Lead Data Science and Garrett Long VP Sales wanted to share a new way to think about a “single pane of glass” for monitoring your analytics. Any machine learning or analytics platform that scales will require the ability to see what’s happening, real time, in the production analytics. But it’s not enough to worry only about the model itself. In our talk, we will take you through what an analytic operations center dashboard might look like including monitoring:
We will use FastScore for model execution / monitoring, AWS for the compute infrastructure, and Grafana as the dashboard in this tech talk.