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b'In this episode of our AI Platforms series, we\\u2019re joined by Atul Kale, Engineering Manager on the machine learning infrastructure team at Airbnb.\\n\\nIn our conversation, we discuss Airbnb\\u2019s 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\\u2019s best practices for scaling machine learning, and a special announcement that Atul and his team made at Strata.'