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Data Science at the Command Line By Facing the Future with Time-Tested Tools PDF

Download Book : Data Science at the Command Line By Facing the Future with Time-Tested Tools PDF

Informations about the book:

Title: Data Science at the Command Line

Author: Facing the Future with Time-Tested Tools

Size7 MB




Book Contents:

1 Introduction
2 Getting Started
3 Obtaining Data
4 Creating Reusable Command-Line Tools
5 Scrubbing Data
6 Managing Your Data Workflow
7 Exploring Data
8 Parallel Pipelines
9 Modeling Data


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.

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