Concept Drift: Monitoring Model Quality in Streaming ML Applications

In this webinar by Emre Velipasaoglu, Principal Data Scientist at Lightbend, we review why machine learned models built on data observed within a fixed time period usually suffer loss of prediction quality due to what is known as "concept drift".