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Command Line for Data Science

Introduction

A R Markdown / Notebook that walks through the various unix commands handy for data scientists. Great for self-taught software developers that are trying to gain familiarity with using command line to work with data.

Examples of using unix commands to complement your data science work:

  • Peek at data (head / tail)
  • Inspect number of rows / columns
  • Combine data by merging rows / columns
  • Data preparation (remove header row, replace separator, aggregate)
  • Use regex for search-and-replace
  • Compression / Decompress
  • sed, awk and other text processing utility
  • Other common use-cases

This workbook (R Markdown) will be continually updated and expanded upon. Interested? Clone / Fork the repo;

Please feel free to submit Pull Requests.

TODO

  • Add attribution to authors / reference materials
  • Add more chapters to cover new use-cases

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