Hands-On Data Science with Command Line

Big data processing and analytics at speed and scale using command line tools.
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Hands-On Data Science with Command Line

Jason Morris, Chris McCubbin

Big data processing and analytics at speed and scale using command line tools.
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Book Details

ISBN 139781789132984
Paperback299 pages

Book Description

Command Line has been in existence on UNIX based OS and Windows platform in the form of Bash shell for over 3 decades. However, very little is known to developers, how Command line tools can be OSEMN (pronounced as awesome and stands for Obtaining, Scrubbing, Exploring, Modeling, and iNterpreting data)to carry simple-to-advanced data science tasks at speed.

This book will start with the required concepts and installation to carry out data science tasks using the command line. You will learn to create a data pipeline to solve the problem of working with small to medium-sized files on a single machine. You will understand the power of the command line, and learn how to edit files using a text-based and an in-line editor, call API endpoints. You will not only learn how to automate jobs and scripts but also learn how to visualize data using the command line.

By the end of this book, you will learn how to speed up the process and perform automated tasks using command line tools.

Table of Contents

What You Will Learn

  • Learn to setup the command line for data science
  • Use AWK programming language commands to quickly search in large data sets.
  • Work with files and API’s using the command line
  • Automate jobs and scripts
  • Send and receive data from the command line
  • Visualize data using the command line
  • Uncover the machine level programming practices with a modern approach for Data Science.

Authors

Table of Contents

Book Details

ISBN 139781789132984
Paperback299 pages
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