Clojure Data Analysis Cookbook- Second Edition

Dive into data analysis with Clojure through over 100 practical recipes for every stage of the analysis and collection processAbout This BookTake control of your data, from collection to classificationTroubleshoot and solve data analysis problems using Clojure and a variety of Java librariesGet clear, practical techniques for every stage of data analysisWho This Book Is ForThis book is for those with a basic knowledge of Clojure, who are looking to push the language to excel with data analysis.What You Will LearnRead data from a variety of data formatsTransform data to make it more useful and easier to analyzeProcess data concurrently and in parallel for faster performanceHarness multiple computers to analyze big dataUse powerful data analysis libraries such as Incanter, Hadoop, and Weka to get things done quicklyApply powerful clustering and data mining techniques to better understand your dataIn DetailAs 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.