Machine Learning at Scale - What's New?

As more and more teams do machine learning at scale, then they will need kind of this kind of tightly integrated set of tools. So rat airon time is a tool kit of machine learning sor of maduls or distribute machine learning libraries that allow you to sort of piece antin workclothes together. It's interesting what richard described as that inference, ecause i too thought that that was a solved problem. The way you solve it becomes much more natural.