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Uber Open is a one-day summit for developers and community leaders advancing open source collaboration and innovation at scale. Featuring over 15 talks and workshops delivered by the technologists building and using some of Uber’s most popular open source projects, Uber Open will showcase how these technologies are driving the future of data visualization, artificial intelligence, site reliability, and more. RSVP and more information here:  Uber Open 2018.


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Thursday, November 15 • 4:00pm - 4:45pm
Data Agility - A Journey to Advanced Analytics and Machine Learning at Scale

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Uber’s Data Science Workbench enables engineers to make iterative machine learning and deep learning training seamless on single nodes distributed across our Big Data and GPU clusters, and analyze, visualize, and productionize data analytics jobs and ML models. This talk will walk you through the typical workflow of a data analyst at Uber, how they leverage Big Data for ad hoc and experimental analysis, discover datasets, run interactive queries against our petabyte scale data lake, and prepare data for advanced analytics and machine learning.

Speakers
avatar for Zhongting Hu

Zhongting Hu

Software Engineer, Uber
Software Engineer in Uber Presto Team. Managing and optimizing Uber Presto Infrastructure, Security, Presto Proxy Layer.
avatar for Hari Subramanian

Hari Subramanian

Engineering Manager, Uber
Hari Subramanian leads several efforts within Uber data infrastructure including building a highly scalable cross-datacenter data processing layer using Apache Spark and SQL analytics-as-a-Service using Apache Hive. He also works in the intersection of infrastructure, machine learning... Read More →


Thursday November 15, 2018 4:00pm - 4:45pm PST
Gate Room