In each episode, your hosts explore machine learning and data science through interesting (and often very unusual) applications.
http://lineardigressions.com
Defining the quality of a machine learning production system
Building a machine learning system and maintaining it in production are two very different things. Some folks over at Google wrote a paper that shares their thoughts around all the items you might want to test or check for your production ML system. Relevant links: https://research.google.com/pubs/pub45742.html