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Haskell: Data Analysis Made Easy

Packt Publishing

Summary

Price
£105.06 inc VAT
Or £35.02/mo. for 3 months...
Study method
Online
Duration
8 hours · Self-paced
Qualification
No formal qualification

Overview

Duration: 7 hours 30 mins

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.

Description

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

What am I going to get from this course?

  • 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

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. We have picked up the best and the most relevant content from the following Packt products:

  • Learning Haskell Programming by Hakim Cassimally
  • Getting Started with Haskell Data Analysis by James Church
  • Learning Haskell Data Analysis by James Church
  • Advanced Data Analysis with Haskell by James Church

Note: This interactive EPUB adheres to the latest specification, and requires that your reader supports video and interactive content. We recommend using Readium with the latest stable version of Google Chrome, or iBooks for OS X.

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Legal information

This course is advertised on reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.

FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

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An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.
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