Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with Unix Power Tools Janssens Jeroen

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. To get you started, author Jeroen Janssens provides a Docker image packed with over 80 tools--useful whether you work with Windows, macOS, or Linux.You'll quickly discover why the command line is an agile, scalable, and extensible technology. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data.

This book is ideal for data scientists, analysts, and engineers; software and machine learning engineers; and system administrators.Obtain data from websites, APIs, databases, and Even if you're comfortable processing data with Python or R, you'll learn how to greatly improve your data science workflow by leveraging the command line's power.