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by Jeroen Janssens
Data Science at the Command Line, 2nd Edition
1. Introduction
Overview
Data Science is OSEMN
Obtaining Data
Scrubbing Data
Exploring Data
Modeling Data
Interpreting Data
Intermezzo Chapters
What is the Command Line?
Why Data Science at the Command Line?
The Command Line is Agile
The Command Line is Augmenting
The Command Line is Scalable
The Command Line is Extensible
The Command Line is Ubiquitous
A Real-world Use Case
Further Reading
2. Getting Started
Overview
Installing the Docker Image
Essential GNU/Linux Concepts
The Environment
Executing a Command-line Tool
Five Types of Command-line Tools
Combining Command-line Tools
Redirecting Input and Output
Working With Files
Help!
Further Reading
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Data Science at the Command Line
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