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Vancouver, BC, Canada
August 27 & 28 - Co-Located Events, Tutorials, Labs & Lightning Talks
August 29-31 - Conference
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Thursday, August 30 • 4:00pm - 4:40pm
Introducing KubeFlow: A System for Deploying ML/AI on Kubernetes - Trevor Grant, IBM & Holden Karau, Google

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Data Science, Machine Learning, and Artificial Intelligence has exploded in popularity in the last five years, but the nagging question remains, “How to put models into production?” Engineers are typically tasked to build one-off systems to serve predictions which must be maintained amid a quickly evolving back-end serving space which has evolved from single-machine, to custom clusters, to “serverless”, to Docker, to Kubernetes. In this talk, we present KubeFlow- an open source project which makes it easy for users to move models from laptop to ML Rig to training cluster to deployment. In this talk we will discuss, “What is KubeFlow?”, “why scalability is so critical for training and model deployment?”, and other topics.

Speakers
avatar for Trevor Grant

Trevor Grant

Open Source AI / IoT Evangelist, IBM
Trevor is an open source evangelist at IBM in Watson IoT. He is also a PMC on the Apache Mahout, Apache Streams, and Apache Community Development projects. He has spoken at conferences and Meetups internationally.
avatar for Holden Karau

Holden Karau

Developer Advocate, Google
Holden Karau is a transgender Canadian open source developer advocate at Google focusing on Apache Spark, Beam, and related big data tools. Previously, she worked at IBM, Alpine, Databricks, Google (yes, this is her second time), Foursquare, and Amazon. Holden is the coauthor of Learning... Read More →


Thursday August 30, 2018 4:00pm - 4:40pm
Room 114/115