Data Processing in Shell

Intermédiaire

Updated 12/2024

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

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Description du cours

We live in a busy world with tight deadlines. As a result, we fall back on what is familiar and easy, favoring GUI interfaces like Visual Studio and RStudio. However, taking the time to learn data analysis on the command line is a great long-term investment because it makes us stronger and more productive data people.

In this course, we will take a practical approach to learn simple, powerful, and data-specific command-line skills. Using publicly available Spotify datasets, we will learn how to download, process, clean, and transform data, all via the command line. We will also learn advanced techniques such as command-line based SQL database operations. Finally, we will combine the powers of command line and Python to build a data pipeline for automating a predictive model.

Conditions préalables

Introduction to Shell Intermediate Python Intermediate SQL

Downloading Data on the Command Line

Commencer le chapitre

Downloading data using curl

Description du cours

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