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Scaling Model Training with Kubernetes at Stripe with Kelley Rivoire - TWIML Talk #272

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Episode • Jun 6, 2019 • 42m
Today we’re joined by Kelley Rivoire, engineering manager working on machine learning infrastructure at Stripe. Kelley and I caught up at a recent Strata Data conference to discuss:

• Her talk "Scaling model training: From flexible training APIs to resource management with Kubernetes."

• Stripe’s machine learning infrastructure journey, including their start from a production focus.

• Internal tools used at Stripe, including Railyard, an API built to manage model training at scale & more!