Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198 episode artwork

EPISODE · Nov 8, 2018 · 49 MIN

Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198

from The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) · host Sam Charrington

In this episode of our AI Platforms series, we’re joined by Atul Kale, Engineering Manager on the machine learning infrastructure team at Airbnb. In our conversation, we discuss Airbnb’s internal machine learning platform, Bighead. Atul outlines the ML lifecycle at Airbnb and how the various components of Bighead support it. We then dig into the major components of Bighead, some of Atul’s best practices for scaling machine learning, and a special announcement that Atul and his team made at Strata.

Episode metadata supplied by the publisher feed · Published Nov 8, 2018

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Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198

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