Clojure Data Analysis Cookbook 2nd Edition by Eric Rochester ISBN 1784399957 9781784399955

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Product details:

ISBN 10: 1784399957

ISBN 13: 9781784399955 

Author: Eric Rochester

Who is this book for?

This 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

Table of contents:

1. Importing Data for Analysis

2. Cleaning and Validating Data

3. Managing Complexity with Concurrent Programming

4. Improving Performance with Parallel Programming

5. Distributed Data Processing with Cascalog

6. Working with Incanter Datasets

7. Statistical Data Analysis with Incanter

8. Working with Mathematica and R

9. Clustering, Classifying, and Working with Weka

10. Working with Unstructured and Textual Data

11. Graphing in Incanter

12. Creating Charts for the Web

13. Index

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Tags: Eric Rochester, Clojure, Data Analysis, Cookbook