Voron, François

Building Data Science Applications with FastAPI - Second Edition: Develop, manage, and deploy efficient machine learning applications with Python

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ISBN 13:
9781837632749
author:
Voron, François
format:
Paperback
publisher:
Packt Publishing Limited
language:
English
Publication Year:
2023
Pages:
422
Dimensions:
23.5 x 19.1 x 2.2 centimetres (0
Genre:
Computers, Server & Database, General Database,
Condition:
New
Availability:
Item usually sent within 5 working days
£45.77

Description

Building Data Science Applications with FastAPI is a comprehensive guide to creating efficient and dependable data science API backends. This second edition of the book incorporates the latest advancements in Python and FastAPI, along with two new AI projects that demonstrate real-world applications. You'll learn how to build data science applications using FastAPI, including robust dependency injection, authentication implementation, and seamless database communication. The book also covers testing and deployment best practices, ensuring high-quality, resilient applications. By the end of this book, you'll be well-equipped to maintain, design, and monitor applications with ease. With hands-on experiences covering common AI use cases such as object detection and text-to-image generation, you'll deepen your understanding of using FastAPI in real-world scenarios.

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