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You're reading from  Building Data Science Applications with FastAPI

Product typeBook
Published inOct 2021
Reading LevelBeginner
PublisherPackt
ISBN-139781801079211
Edition1st Edition
Languages
Python
Tools
Fastlane
Concepts
Data Science
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Author (1)
François Voron
François Voron
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François Voron

François Voron graduated from the University of Saint-Étienne (France) and the University of Alicante (Spain) with a master's degree in machine learning and data mining. A full stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST APIs. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community.
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An overview of relational and NoSQL databases

The role of a database is to store data in a structured way, preserve the integrity of the data, and offer a query language that enables you to retrieve this data when an application needs it.

Nowadays, when it comes to choosing a database for your web project, you have two main choices: relational databases, with their associated SQL query language, and NoSQL databases, named in opposition to the first category.

Selecting the right technology for your project is left up to you, as it greatly depends on your needs and requirements. In this section, we'll outline the main characteristics and features of those two database families and try to give you some insights into choosing the right one for your project.

Relational databases

Relational databases have existed since the 1970s, and they have proved to be very performant and reliable over time. They are almost inseparable from the SQL query language, which has become the...

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Building Data Science Applications with FastAPI
Published in: Oct 2021Publisher: PacktISBN-13: 9781801079211
© 2021 Packt Publishing Limited All Rights Reserved

Author (1)

author image
François Voron

François Voron graduated from the University of Saint-Étienne (France) and the University of Alicante (Spain) with a master's degree in machine learning and data mining. A full stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST APIs. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community.
Read more about François Voron

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