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Data Infrastructure at Airbnb
Part 1: Philosophy Behind our Data InfrastructureAt Airbnb we promote a data informed culture and use data as a key input for making decisions. Tracking metrics, validating hypotheses through experimentation, building machine learning models, and mining for deep business insights are all critical to our moving fast and moving smart. After many evolutionary steps, we now feel that our data infrastr
Airflow: a workflow management platform
Airbnb is a fast growing, data informed company. Our data teams and data volume are growing quickly, and accordingly, so does the complexity of the challenges we take on. Our growing workforce of data engineers, data scientists and analysts are using Airflow, a platform we built to allow us to move fast, keep our momentum as we author, monitor and retrofit data pipelines. Today, we are proud to an
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