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How to Build and Lead a Winning Data Team. Understanding the difference between a traditional analytics team and one that's set up to exploit big data
Analyzing the Analyzers: An introspective survey of data scientists and their work. Survey of several hundred data science practitioners in mid-2012
Building Data Science Teams. What data scientists add to an organization, how they fit in, and how to hire and build effective data science teams

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