Learning Haskell Data Analysis by James Church

By James Church

Analyze, manage, and approach datasets of various sizes successfully utilizing Haskell

About This Book

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

Who This e-book Is For

If you're a developer, analyst, or info scientist who desires to examine info research tools utilizing Haskell and its libraries, then this e-book is for you. previous event with Haskell and a easy wisdom of information technological know-how might be beneficial.

What you'll Learn

  • Learn the fundamental instruments of Haskell had to deal with huge data
  • Migrate your information to a database and learn how to have interaction together with your info quickly
  • Clean information with the facility of standard Expressions
  • Plot information with the Gnuplot instrument and the EasyPlot library
  • Formulate a speculation attempt to judge the importance of your data
  • Evaluate the variance among columns of knowledge utilizing a correlation statistic and practice regression analysis

In Detail

Haskell is trending within the box of information technological know-how by way of supplying a strong platform for strong information technological know-how practices. This ebook provide you with the abilities to address quite a lot of info, whether that info is in a not quite perfect kingdom. each one bankruptcy within the booklet is helping to construct a small library of code that would be used to unravel an issue for that bankruptcy. The ebook starts off with developing databases out of present datasets, cleansing that facts, and interacting with databases inside Haskell so one can produce charts for courses. It then strikes in the direction of extra theoretical innovations which are basic to introductory facts research, yet in a context of a real-world challenge with real-world information. As you move within the publication, you may be hoping on code from prior chapters in an effort to aid create new suggestions fast. through the tip of the e-book, it is possible for you to to control, locate, and learn huge and small units of knowledge utilizing your individual Haskell libraries.

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