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Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployment, operations, or software development usually associated with distributed computing, you’ll focus on particular analyses you can build, the data warehousing techniques that Hadoop provides, and higher order data workflows this framework can produce. Data scientists and analysts will learn how to perform a wide range of techniques, from writing MapReduce and Spark applications with Python to using advanced modeling and data management with Spark MLlib, Hive, and HBase. You’ll also learn about the analytical pr...
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In the small Connecticut seaside town of Stuart Cove, David, a young ambitious professional takes a short leave of absence from his job at the New York Daily Press to settle his elderly aunt's affairs after her death. On a visit to the Fishhook Pub, an old fisherman approaches David. This old man has a story to tell-a story about a lighthouse keeper named Danny and the loss of the fishing vessel, Seahawk. She went down during a storm back in 1956, but as the old man says, "That doesn't tell the whole story." David finds his life, and the lives of others, forever changed by this tale and the spirit of the Seahawk's captain, Scott Spear.
Weisburd and Waring offer here the first detailed examination of the white-collar criminal career.