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Bighead - Airbnb’s End-to-End Machine Learning Platform (Krishna Puttaswamy and Andrew Hoh)

3,254 views · Published 27 September 2018 · 30:25 · Indexed 17 October 2026

Channel: Databricks · 2018 · Science & Technology

Krishna Puttaswamy and Andrew Hoh of the Machine Learning Infrastructure team at Airbnb explain how Airbnb has a wide variety of ML problems ranging from models on traditional structured data to models built on unstructured data such as user reviews, messages and listing images. The ability to build, iterate on, and maintain healthy machine learning models is critical to Airbnb’s success. Many ML Platforms cover data collection, feature engineering, training, deploying, productionalization, and monitoring but few, if any, do all of the above seamlessly.

Learn more here: https://databricks.com/session/bighead-airbnbs-end-to-end-machine-learning-platform

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Bighead - Airbnb’s End-to-End Machine Learning Platform (Krishna Puttaswamy and Andrew Hoh)

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