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Data Processing in Shell

Intermediate
Updated 01/2025
Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.
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ShellData Manipulation4 hours13 videos46 exercises3,550 XP19,813Statement of Accomplishment

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Course Description

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.

Prerequisites

Introduction to ShellIntermediate PythonIntermediate SQL
1

Downloading Data on the Command Line

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2

Data Cleaning and Munging on the Command Line

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3

Database Operations on the Command Line

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4

Data Pipeline on the Command Line

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Data Processing in Shell
Course
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