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Download e-book for iPad: Haskell Data Analysis Cookbook by Nishant Shukla

By Nishant Shukla

ISBN-10: 1783286334

ISBN-13: 9781783286331

Explore intuitive info research ideas and strong desktop studying tools utilizing over one hundred thirty useful recipes

About This Book

  • A sensible and concise advisor to utilizing Haskell whilst attending to grips with facts analysis
  • Recipes for each degree of knowledge research, from assortment to visualization
  • In-depth examples demonstrating quite a few instruments, recommendations and techniques

Who This publication Is For

This booklet indicates useful builders and analysts how one can leverage their present wisdom of Haskell in particular for top quality information research. a very good figuring out of information units and sensible programming is assumed.

What you'll Learn

  • Obtain and study uncooked information from quite a few resources together with textual content records, CSV documents, databases, and websites
  • Implement sensible tree and graph algorithms on a variety of datasets
  • Apply statistical tools equivalent to relocating commonplace and linear regression to appreciate patterns
  • Fiddle with parallel and concurrent code to hurry up and simplify time-consuming algorithms
  • Find clusters in information utilizing essentially the most renowned desktop studying algorithms
  • Manage effects by means of visualizing or exporting data

In Detail

This publication will take you on a voyage via the entire steps inquisitive about info research. It offers synergy among Haskell and knowledge modeling, together with rigorously selected examples that includes essentially the most well known computing device studying techniques.

You will start with how you can receive and fresh info from numerous resources. you are going to then how you can use a number of facts constructions comparable to bushes and graphs. the beef of information research happens within the subject matters concerning statistical concepts, parallelism, concurrency, and laptop studying algorithms, in addition to quite a few examples of visualizing and exporting effects. by means of the tip of the booklet, you can be empowered with ideas to maximise your capability while utilizing Haskell for info analysis.

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Haskell Data Analysis Cookbook by Nishant Shukla

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