Bash for Data Scientists / / Oswald Campesato.

• VerfasserIn: Campesato, Oswald,
• Place / Publishing House: Dulles, VA : : Mercury Learning and Information, , [2022]; ©2022
• Year of Publication: 2022
• Language: English
• Physical Description: 1 online resource (276 p.)

This book introduces an assortment of powerful command line utilities that can be combined to create simple, yet powerful shell scripts for processing datasets. The code samples and scripts use the bash shell, and typically involve small datasets so you can focus on understanding the features of grep, sed, and awk. Companion files with code are available for downloading from the publisher. FEATURES:Provides the reader with power­ful command line utilities that can be combined to create simple yet powerful shell scripts for processing datasetsContains a variety of code fragments and shell scripts for data scientists, data analysts, and those who want shell-based solutions to “clean” various types of datasetsCompanion files with code

Table of Contents

Frontmatter -- CONTENTS -- Preface -- Chapter 1: Introduction -- Chapter 2: Files and Directories -- Chapter 3: Useful Commands -- Chapter 4: Conditional Logic and Loops -- Chapter 5: Processing Datasets with grep and sed -- Chapter 6: Processing Datasets with awk -- Chapter 7: Processing Datasets (Pandas) -- Chapter 8: NoSQL, SQLite, and Python -- Index