https://medium.com/@jrodthoughts/some-things-uber-learned-from-running-machine-learning-at-scale-70dccdfb944d
Some Things Uber Learned from Running Machine Learning at Scale
Uber machine learning runtime Michelangelo has been in operation for a few years. What has the Uber team learned?
Jesus Rodriguez
Jul 6
"With only a small group of companies developing large scale machine learning solutions, the lessons and guidance from Uber becomes even more valuable for machine learning practitioners... Uber’s post contains a few non-obvious, valuable lessons for organizations starting in their machine learning journey... Training Requires its Own Infrastructure... Data is the Hardest Thing to Get Right... Machine Learning Should be Measured as a Software Engineering Process..."