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You're reading from  Building Data Science Applications with FastAPI - Second Edition

Product typeBook
Published inJul 2023
Reading LevelIntermediate
PublisherPackt
ISBN-139781837632749
Edition2nd Edition
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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.
Read more about François Voron

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Deploying a FastAPI application with Docker

Docker is a widely used technology for containerization. Containers are small, self-contained systems running on a computer. Each container contains all the files and configurations necessary for running a single application: a web server, a database engine, a data processing application, and so on. The main goal is to be able to run those applications without worrying about the dependency and version conflicts that often happen when trying to install and configure them on the system.

Besides, Docker containers are designed to be portable and reproducible: to create a Docker container, you simply have to write a Dockerfile containing all the necessary instructions to build the small system, along with all the files and configuration you need. Those instructions are executed during a build, which results in a Docker image. This image is a package containing your small system, ready to use, which you can easily share on the internet through...

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Building Data Science Applications with FastAPI - Second Edition
Published in: Jul 2023Publisher: PacktISBN-13: 9781837632749

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