5 ODSC Talks to Teach You Machine Learning Today

When you have thousands of model versions in a mix of frameworks, how do you efficiently deploy them as elastic, scalable, secure APIs with 10ms of latency? In this lecture, Peck shares insight into solutions for problems many programmers face when building, deploying, and especially scaling algorithms. He discusses the need for and implementations of an"Operating System for AI" -- a common interface to combine and use different algorithms. Plus he describes a general architecture for serverless machine learning that is discoverable, versioned, scalable, and sharable.