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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
Languages
Python
Tools
FastAPI
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.
Read more about François Voron

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Basics of Python programming

First of all, let’s review some of the key aspects of Python:

  • It’s an interpreted language. Contrary to languages such as C or Java, it doesn’t need to be compiled, which allows us to run Python code interactively.
  • It’s dynamically typed. The type of values is determined at runtime.
  • It supports several programming paradigms: procedural, object-oriented, and functional programming.

This makes Python quite a versatile language, from simple automation scripts to complex data science projects.

Let’s now write and run some Python!

Running Python scripts

As we said, Python is an interpreted language. Hence, the simplest and quickest way to run some Python code is to launch an interactive shell. Just run the following command to start a session:

$ pythonPython 3.10.8 (main, Nov    8 2022, 08:55:03) [Clang 14.0.0 (clang-1400.0.29.202)] on darwin
Type "help", "...
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Building Data Science Applications with FastAPI - Second Edition
Published in: Jul 2023Publisher: PacktISBN-13: 9781837632749
© 2023 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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