Data Science at the Command Line – buy book

[Liz Kelly]

Data Science at the Command Line
Facing the Future with Time-Tested Tools
by Jeroen Janssens

❗ Data Science at the Command Line ~ READ MORE ❗

• First published: June 1, 2014
• Author: Jeroen Janssens
• Language: english
• ISBN: 9781491947852 (1491947853)
• Format: paperback, 212 pages
• Genres: programming, technology, computers, technical, coding
• Publisher: O’Reilly Media
• Release date: October 12, 2014

About The Book

This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, yet powerful, command-line tools to quickly obtain, scrub, explore, and model your data.

To get you started — whether you’re on Windows, OS X, or Linux — author Jeroen Janssens introduces the Data Science Toolbox, an easy-to-install virtual environment packed with over 80 command-line tools.

Discover why the command line is an agile, scalable, and extensible technology. Even if you’re already comfortable processing data with, say, Python or R, you’ll greatly improve your data science workflow by also leveraging the power of the command line.

Obtain data from websites, APIs, databases, and spreadsheets

Perform scrub operations on plain text, CSV, HTML/XML, and JSON

Explore data, compute descriptive statistics, and create visualizations

Manage your data science workflow using Drake

Create reusable tools from one-liners and existing Python or R code

Parallelize and distribute data-intensive pipelines using GNU Parallel

Model data with dimensionality reduction, clustering, regression, and classification algorithms

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