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Strange Loop 2019 liveblog

Strange Loop 2019 - Zipline - A Declarative Feature Engineering Library

Blogy McBlogerson on September 14, 2019

Nikhil Simha


Overview

Zipline is Airbnb's data management platform specifically designed for ML use cases. Previously, ML practitioners at Airbnb spent roughly 60% of their time on collecting and writing transformations for machine learning tasks. Zipline reduces this task from months to days - by making the process declarative. It allows data scientists to easily define features in a simple configuration language. The framework then provides access to point-in-time correct features - for both - offline model training and online inference.


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