What I Read: Best Practices for Building Machine Learning at Scale

https://medium.com/dataseries/linkedins-pro-ml-architecture-summarizes-best-practices-for-building-machine-learning-at-scale-77fcb6afc9ec

LinkedIn’s Pro-ML Architecture Summarizes Best Practices for Building Machine Learning at Scale
The reference architecture is powering mission critical machine learning workflows within LinkedIn.
Jesus Rodriguez
Sep 17

“Building machine learning solutions at scale remains an active area of experimentation for most organizations…. At LinkedIn, the roadblocks for delivering machine learning solutions at scale were becoming so critical that the company decided to create a separate initiative called Productive Machine Learning(Pro-ML) to address this challenge.”