Dive into data analysis with Clojure through over 100 practical recipes for every stage of the analysis and collection process
As data invades more and more of life and business, the need to analyze it effectively has never been greater. With Clojure and this book, you'll soon be getting to grips with every aspect of data analysis. You'll start with practical recipes that show you how to load and clean your data, then get concise instructions to perform all the essential analysis tasks from basic statistics to sophisticated machine learning and data clustering algorithms. Get a more intuitive handle on your data through hands-on visualization techniques that allow you to provide interesting, informative, and compelling reports, and use Clojure to publish your findings to the Web.
What You Will Learn
Read data from a variety of data formats
Transform data to make it more useful and easier to analyze
Process data concurrently and in parallel for faster performance
Harness multiple computers to analyze big data
Use powerful data analysis libraries such as Incanter, Hadoop, and Weka to get things done quickly
Apply powerful clustering and data mining techniques to better understand your data
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