
Clojure Data Analysis Cookbook - Second Edition
Description
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Book DescriptionThis 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 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
Who 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.
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Person
Eric Richard Rochester Studied medieval English literature and linguistics at UGA. Dissertated on lexicography. Now he programs in Haskell and writes. He's also a husband and parent.
Content
Importing Data for Analysis
Cleaning and Validating Data
Managing Complexity with Concurrent Programming
Improving Performance with Parallel Programming
Distributed Data Processing with Cascalog
Working with Incanter Datasets
Preparing for and Performing Statistical Data Analysis with Incanter
Working with Mathematica and R
Clustering, Classifying, and Working with Weka
Working with Unstructured and Textual Data
Graphing in Incanter
Creating Charts for the Web
System requirements
File format: ePUB
Copy protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (not Kindle).
The file format ePub works well for novels and non-fiction books – i.e., „flowing” text without complex layout. On an e-reader or smartphone, line and page breaks automatically adjust to fit the small displays.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our ebook Help page.
File format: PDF
Copy-Protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our eBook Help page.