Building Data Science Applications with FastAPI - Second Edition

Preface

FastAPI is a web framework for building APIs with Python 3.6 and its later versions based on standard Python type hints. With this book, you’ll be able to create fast and reliable data science API backends using practical examples.

This book starts with the basics of the FastAPI framework and associated modern Python programming concepts. You’ll then be taken through all the aspects of the framework, including its powerful dependency injection system and how you can use it to communicate with databases, implement authentication, and integrate machine learning models. Later, you will cover the best practices relating to testing and deployment to run a high-quality, robust application. You’ll also be introduced to the extensive ecosystem ...