March 2025
Beginner to intermediate
352 pages
10h 10m
French
Content preview from API pratiques pour l'IA et la science des données
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Partie I. Construire des API pour la science des données
La première partie de ce livre te guide pas à pas à travers des projets d'exemple pour construire des API à l'aide de Python et de FastAPI et les déployer sur le Cloud :
-
Au chapitre 1, tu commenceras ton projet de portfolio en comprenant les besoins des utilisateurs et en sélectionnant les cas d'utilisation à remplir.
-
Au chapitre 2, tu choisiras une architecture d'API et tu commenceras à créer une API pour répondre aux besoins des scientifiques des données.
-
Au chapitre 3, tu créeras ta base de données à l'aide de SQLite, tu créeras du code Python pour lire la base de données avec SQLAlchemy, et tu effectueras des tests unitaires avec Pytest.
-
Au chapitre 4, tu créeras le code FastAPI pour utiliser ces données et les publier en tant qu'API REST.
-
Dans le chapitre 5, tu documenteras ton API en utilisant les capacités intégrées de FastAPI.
-
Au chapitre 6, tu déploieras ton API sur le cloud à l'aide de Render et d'Amazon Web Services (AWS).
-
Au chapitre 7, tu créeras un kit de développement logiciel (SDK) pour faciliter l'utilisation de ton API par les développeurs Python.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.