What should you consider when building an enterprise federated learning system?

Introduction

Companies like Google and Apple have pioneered federated learning as a way to build higher performing machine learning models on distributed datasets without compromising privacy. Today, Google uses federated learning to power keyboard predictions in Gboard and Apple uses it to improve the accuracy of Face ID and Siri.
But how do you get started?
While there are many great resources that describe what federated learning is, there isn’t a lot of information covering how to apply it in your business.
This article is meant to be a guide…