Lightning Talk: Machine Learning Observability with Prometheus - Shivay Lamba, Layer5

Lightning Talk: Machine Learning Observability with Prometheus - Shivay Lamba, Layer5

Evaluating the metrics of a Machine Learning system is obviously a critical task during research & development phase. However, once a machine learning model is deployed in production, it is also critical to know how this model is performing. Having good instrumentation and observability practices is needed. Prometheus is a platform for monitoring application metrics and this lightning talk will share how you can use Prometheus to monitor ML Pipelines.