April 2026
Intermediate
586 pages
17h 40m
French
Content preview from Apprendre AutoML (French Edition)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,
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Index
A
- Tests A/B, réentraînement et amélioration continue
- dans la détection de la fraude, tests A/B pour la mise à jour des modèles
- , classification binaire en détail
- fonctions d'acquisition, fonctions d'acquisition
- Modèles de régression additive, Le Model Zoo
- Workflows agentiques, Résumé
- assistants de codage IA, combler le déficit de talents en science des données
- AIDE (exploration pilotée par l'IA), Résumé
- Amazon Comprehend, Services gérés contre modèles personnalisés
- Amazon Forecast, Amazon Forecast : prévisions entièrement gérées
- Amazon Rekognition, choisir entre modèles personnalisés et services gérés
- Amazon SageMaker, Déployer des modèles personnalisés avec SageMaker
- Réglage automatique des modèles, Réglage automatique des modèles avec AWS SageMaker
- Autopilot, choisir le bon framework AutoML pour les données tabulaires
- Points de terminaison, Déploiement des points de terminaison SageMaker
- Feature Store, pipelines de prétraitement prêts pour la production
- Ground Truth, Création d'ensembles de données d'entraînement avec SageMaker Ground Truth
- Model Monitor, Surveillance et maintenance des modèles, Pipelines de prétraitement prêts pour la production, Outils de surveillance pour AutoGluon, Intégration de SageMaker Model Monitor
- Neo, pile de déploiement AWS
- Inférence sans serveur, SageMaker Serverless Inference pour un déploiement économique
- Training Compiler, pile de déploiement AWS
- Apache Airflow, automatisation des pipelines de données avec Apache Airflow –Résumé
- Architecture pour les workflows ...
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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.