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Hands-On Data Science with the Command Line

You're reading from   Hands-On Data Science with the Command Line Automate everyday data science tasks using command-line tools

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Product type Paperback
Published in Jan 2019
Publisher Packt
ISBN-13 9781789132984
Length 124 pages
Edition 1st Edition
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Authors (3):
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Jason Morris Jason Morris
Author Profile Icon Jason Morris
Jason Morris
Raymond Page Raymond Page
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Raymond Page
Chris McCubbin Chris McCubbin
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Chris McCubbin
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Toc

SQL, Math, and Wrapping it up

Databases are attractive solutions for storing and accessing data. They supply the developer with an API that allows the structured organization of data, the ability to search that data in flexible ways, and the ability to store new data. When a database's capabilities are a requirement, there's often little room left for negotiation; the question is which database and not whether we should use one.

Despite this fact, the Unix command line provides a suite of tools that lets a developer view streams or files in many of the same ways as they would view a database. Given one or more files with data in it, we can use these tools to query that data without ever having to maintain a database or any of the things that go along with it, such as fixed schemas. Often, we can use this method for processing data instead of standing up a database server...

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