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Data Science at the Command Line : Facing the Future with Time-Tested Tools by Jeroen Janssens is a book available to read on EtoBox.

What is Data Science at the Command Line : Facing the Future with Time-Tested Tools about?

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 spreadsheetsPerform scrub operations on plain text, CSV, HTML/XML, and JSONExplore data, compute descriptive statistics, and create visualizationsManage your data science workflow using DrakeCreate reusable tools from one-liners and existing Python or R codeParallelize and distribute data-intensive pipelines using GNU ParallelModel data with dimensionality reduction, clust

Author

Jeroen Janssens

Publisher

O'Reilly Media, Incorporated

Published

2014

Language

EN

ISBN

9781491947845

Subjects

Management, Science, Computer Science

Rating

3.88 / 5 (33 ratings)

Updated

2026-03-14