Presented By
O’Reilly + Cloudera
Make Data Work
March 25-28, 2019
San Francisco, CA
Mike Lee Williams

Mike Lee Williams
Research Engineer, Cloudera Fast Forward Labs

Website | @mikepqr

Mike Lee Williams is a research engineer at Cloudera Fast Forward Labs, where he builds prototypes that bring the latest ideas in machine learning and AI to life and helps Cloudera’s customers understand how to make use of these new technologies. Mike holds a PhD in astrophysics from Oxford.

Sessions

5:10pm–5:50pm Wednesday, March 27, 2019
Federated learning
Data Science, Machine Learning & AI
 Location: 2010
Secondary topics:  Security and Privacy
Mike Lee Williams (Cloudera Fast Forward Labs)
Average rating: ****.
(4.00, 1 rating)
Imagine building a model whose training data is collected on edge devices such as cell phones or sensors. Each device collects data unlike any other, and the data cannot leave the device because of privacy concerns or unreliable network access. This challenging situation is known as federated learning. Mike Lee Williams discusses the algorithmic solutions and the product opportunities. Read more.