Haskell: Data Analysis Made Easy

Haskell: Data Analysis Made Easy

Hakim Cassimally, James Church

Master the art of analyzing real-world data
Video
$106.25
RRP $124.99
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Video Details

ISBN 13 9781787283633
Course Length 7 hours 30 mins

Table of Contents

Video Description

A staggering amount of data is created everyday; analyzing and organizing this enormous amount of data can be quite a complex task. Haskell is a powerful and well-designed functional programming language that is designed to work with complex data. It is trending in the field of data science as it provides a powerful platform for robust data science practices.

This course will introduce the basic concepts of Haskell and move on to discuss how Haskell can be used to solve the issues by using the real-world data.

The course will guide you through the installation procedure, after you have all the tools that you require in place, you will explore the basic concepts of Haskell including the functions, and the data structures.

It will also discuss the various formats of raw data and the procedures for cleaning the data and plotting them.

With a good hold on the basics of Haskell and data analysis, you will then be introduced to advanced concepts of data analysis such as Kernel Density Estimation, Hypothesis testing, Regression analysis, text analysis, clustering, Naïve Bayes Classification, and Principal Component Analysis.

After completing this course, you will be equipped to analyze data and organize them using advanced algorithms.

Style and Approach:

The integrated course follows a step-by-step approach that uses real-world data and examples to build on the concepts covered.

This course is a blend of text, videos, code examples, and assessments, all packaged up keeping your journey in mind. The curator of this course has combined some of the best that Packt has to offer in one complete package.

DISCLAIMER

This course combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:

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What You Will Learn

  • Understand the basic concepts of data analysis
  • Create Haskell functions for the common descriptive statistics functions
  • Learn to apply regular expressions in large-scale datasets
  • Plot data with the gnuplot tool and the EasyPlot library
  • Reduce the size of data without affecting the data’s effectiveness using Principal Component Analysis
  • Master the techniques necessary to perform multivariate regression using Haskell code

Authors

Table of Contents

Video Details

ISBN 139781787283633
Course Length7 hours 30 mins
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