Data Science at the Command Line 1st Edition
-70%
Availability: In Stock

Data Science at the Command Line 1st Edition

SKU: 9781491947852

Original price was: $33.99.Current price is: $10.20.

Access Data Science at the Command Line 1st Edition Now. Discount up to 90%

Categories: ,

Additional information

Full Title

Data Science at the Command Line 1st Edition
Author(s)

Janssens, Jeroen
Edition

1st Edition
ISBN

9781491947852
Publisher

O\'Reilly Media
Format

PDF and EPUB

Description

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, clustering, regression, and classification algorithms

Related products