Haskell Data Analysis Cookbook

Explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes

Haskell Data Analysis Cookbook

Nishant Shukla

1 customer reviews
Explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes
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Book Details

ISBN 139781783286331
Paperback334 pages

Book Description

This book will take you on a voyage through all the steps involved in data analysis. It provides synergy between Haskell and data modeling, consisting of carefully chosen examples featuring some of the most popular machine learning techniques.

You will begin with how to obtain and clean data from various sources. You will then learn how to use various data structures such as trees and graphs. The meat of data analysis occurs in the topics involving statistical techniques, parallelism, concurrency, and machine learning algorithms, along with various examples of visualizing and exporting results. By the end of the book, you will be empowered with techniques to maximize your potential when using Haskell for data analysis.

Table of Contents

What You Will Learn

  • Obtain and analyze raw data from various sources including text files, CSV files, databases, and websites
  • Implement practical tree and graph algorithms on various datasets
  • Apply statistical methods such as moving average and linear regression to understand patterns
  • Fiddle with parallel and concurrent code to speed up and simplify time-consuming algorithms
  • Find clusters in data using some of the most popular machine learning algorithms
  • Manage results by visualizing or exporting data

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Table of Contents

Book Details

ISBN 139781783286331
Paperback334 pages
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