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InfoQ Homepage Presentations From The Lab To The Factory: Building A Production Machine Learning Infrastructure

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From The Lab To The Factory: Building A Production Machine Learning Infrastructure

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Summary

Josh Wills discusses using Hadoop technologies to build real-time data analysis models with a focus on strategies for data integration, large-scale machine learning, and experimentation.

Bio

Josh Wills is the director of data science at Cloudera. Wills is one of the main contributors to Cloudera’s most recent open source project, Crunch, a Java library that aims to make writing, testing, and running MapReduce pipelines easy, efficient, and even fun. Prior to joining Cloudera, Wills was a software engineer at Google. Josh holds a M.S.E. in operations research and a BS in mathematics.

About the conference

Software is Changing the World. QCon empowers software development by facilitating the spread of knowledge and innovation in the developer community. A practitioner-driven conference, QCon is designed for technical team leads, architects, engineering directors, and project managers who influence innovation in their teams.

Recorded at:

Jan 16, 2014

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