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"Data Analytics with Hadoop" introduces data scientists to the Hadoop ecosystem. It will introduce them to the world of clustered computing and analytics with Hadoop, as they might use and experience it. The focus will not be on deployment, operations, or software development, but rather on particular analyses they can build, the data warehousing techniques that Hadoop provides, and the higher order data workflows it can produce. After reading this, our audience will have an understanding of the analytical processes and data systems that are in place to build and empower data products that require huge amounts of data.