Virtual Event
November 17–November 20, 2020
Learn More and Register to Attend This Event

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon North America 2020 - Virtual to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

Please note: This schedule is automatically displayed in Eastern Standard Time (UTC–05:00). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change.
Back To Schedule
Thursday, November 19 • 2:55pm - 3:30pm
Cloud Native Machine Learning Systems at Day Two and Beyond - Sophie Watson & William Benton, Red Hat

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Feedback form is now closed.

You’re probably already convinced that Kubernetes is the right infrastructure for your next machine learning initiative, but you may not be ready for some of the speedbumps that await you on the way. This talk will introduce some of the challenges unique to machine learning systems, prepare you for the tradeoffs you’ll face supporting practitioners and putting systems in production, and present some of the additional tools you’ll need in your DevOps toolbox as your cloud-native machine learning systems mature. You’ll learn how to negotiate pitfalls related to interactive development, reproducibility, and monitoring machine learning systems in production with concrete solutions inspired by our experience with end-users in various industries.

avatar for Sophie Watson

Sophie Watson

Senior Data Scientist, Red Hat
Sophie Watson is a data scientist at Red Hat, where she helps customers use machine learning to solve business problems in the hybrid cloud. She is a frequent public speaker on topics including machine learning workflows on Kubernetes, recommendation engines, and machine learning... Read More →
avatar for William Benton

William Benton

Principal Product Architect, NVIDIA
William Benton is passionate about making it easier for machine learning practitioners to benefit from advanced infrastructure and making it possible for organizations to manage machine learning systems. His recent roles have included defining product strategy and professional services... Read More →

Thursday November 19, 2020 2:55pm - 3:30pm EST
Intrado Virtual Event Platform