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Building Data Science Applications with FastAPI - Second Edition

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

Product type Book
Published in Jul 2023
Publisher Packt
ISBN-13 9781837632749
Pages 422 pages
Edition 2nd Edition
Languages
Concepts
Author (1):
François Voron François Voron
Profile icon François Voron
LinkedIn
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.
See other products by François Voron

Table of Contents (21) Chapters

Preface Part 1: Introduction to Python and FastAPI
Chapter 1: Python Development Environment Setup Chapter 2: Python Programming Specificities Chapter 3: Developing a RESTful API with FastAPI Chapter 4: Managing Pydantic Data Models in FastAPI Chapter 5: Dependency Injection in FastAPI Part 2: Building and Deploying a Complete Web Backend with FastAPI
Chapter 6: Databases and Asynchronous ORMs Chapter 7: Managing Authentication and Security in FastAPI Chapter 8: Defining WebSockets for Two-Way Interactive Communication in FastAPI Chapter 9: Testing an API Asynchronously with pytest and HTTPX Chapter 10: Deploying a FastAPI Project Part 3: Building Resilient and Distributed Data Science Systems with FastAPI
Chapter 11: Introduction to Data Science in Python Chapter 12: Creating an Efficient Prediction API Endpoint with FastAPI Chapter 13: Implementing a Real-Time Object Detection System Using WebSockets with FastAPI Chapter 14: Creating a Distributed Text-to-Image AI System Using the Stable Diffusion Model Chapter 15: Monitoring the Health and Performance of a Data Science System Index Other Books You May Enjoy

Download the example code files

You can download the example code files for this book from GitHub at https://github.com/PacktPublishing/Building-Data-Science-Applications-with-FastAPI-Second-Edition. If there’s an update to the code, it will be updated in the GitHub repository.

We also have other code bundles from our rich catalog of books and videos available at https://github.com/PacktPublishing/. Check them out!

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Authors (1)

Profile icon François Voron
LinkedIn
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.
See other products by François Voron

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