Download e-book for iPad: Learning Haskell Data Analysis by James Church

By James Church

Analyze, control, and strategy datasets of various sizes successfully utilizing Haskell

About This Book

  • Create transportable databases utilizing SQLite3 and use those databases to quick pull quite a lot of facts into your Haskell programs.
  • Visualize information utilizing EasyPlot and create publication-ready charts
  • An easy-to-follow consultant to investigate real-world information utilizing the main well-known statistical techniques

Who This booklet Is For

If you're a developer, analyst, or facts scientist who desires to study info research equipment utilizing Haskell and its libraries, then this ebook is for you. earlier event with Haskell and a uncomplicated wisdom of knowledge technological know-how should be beneficial.

What you are going to Learn

  • Learn the basic instruments of Haskell had to deal with huge data
  • Migrate your facts to a database and discover ways to engage along with your info quickly
  • Clean information with the facility of standard Expressions
  • Plot info with the Gnuplot device and the EasyPlot library
  • Formulate a speculation try to guage the importance of your data
  • Evaluate the variance among columns of information utilizing a correlation statistic and practice regression analysis

In Detail

Haskell is trending within the box of knowledge technological know-how via delivering a robust platform for powerful info technological know-how practices. This publication will give you the abilities to deal with quite a lot of facts, no matter if that info is in a not quite perfect nation. each one bankruptcy within the e-book is helping to construct a small library of code that may be used to resolve an issue for that bankruptcy. The e-book starts off with growing databases out of current datasets, cleansing that info, and interacting with databases inside Haskell with a view to produce charts for guides. It then strikes in the direction of extra theoretical strategies which are primary to introductory facts research, yet in a context of a real-world challenge with real-world facts. As you move within the ebook, you can be hoping on code from earlier chapters with a view to support create new ideas quick. by means of the top of the e-book, it is possible for you to to control, locate, and examine huge and small units of information utilizing your individual Haskell libraries.

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Learning Haskell Data Analysis by James Church

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