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The Guide provides an overview of machine learning techniques, with a focus on implementation with the R language and (for big-data applications) Revolution R Enterprise. You can download the Guide here (email registration required), or for a quick overview of the contents check out the series of posts by Daniel Gutierrez on the topics covered in the Guide:

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