Unix

The Unix Workbench

by Sean Kross

2017-06-29
The Unix Workbench

The Unix Workbench […] Cover Image: A Goldsmith in his Shop by Petrus Christus This work by Sean Kross is licensed CC0. Zero rights … Read more →

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Data Science at the Command Line, 2e

by Jeroen Janssens

2024-03-28*
Data Science at the Command Line, 2e

This thoroughly revised 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, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools—useful whether you work with Windows, macOS, or Linux. Read more →

2

Introduction to Data Science

by Rafael A. Irizarry

2024-03-28*
Introduction to Data Science

This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux shell, version control with GitHub, and reproducible document preparation with R markdown. Read more →

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