Machine Learning @Scale 2017

Detecting place visits at scale

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Jan and Danielle offer a deep dive into a system capable of interpreting location signals coming from mobile devices at scale. The case study they present exposes challenges their team faced while designing and productionizing a system that understands people’s spatio-temporal movements in a physical world and powers a series of location-aware products at Facebook.

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