March 2025
Intermediate to advanced
474 pages
15h 29m
French
book
Systèmes de production à apprentissage automatique
by Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu
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Index
A
- Tests A/B, tests A/B
- environnement académique de ML, environnement de production versus, Qu'est-ce que le Production MachineLearning ?
- accélérateurs, accélérateurs
- l'exactitude, comme mesure de l'équité, l'exactitude et l'AUC
- Apprentissageactif, Apprentissage actif - Autrestechniques d'échantillonnage
- défini, Examen avancé de l'étiquetage
- échantillonnage de la marge, Échantillonnage de la marge-Échantillonnagede la marge
- autres techniques d'échantillonnage, Autres techniques d'échantillonnage
- adaptateur, LoRA et, S-LoRA
- fenêtrage adaptatif, contrôle de la distribution des erreurs
- étiquetage avancé, Étiquetageavancé-Examen de l'étiquetage avancé
- apprentissage actif, Apprentissage actif-Autrestechniques d'échantillonnage
- étiquetage semi-supervisé, Étiquetagesemi-supervisé-Techniques d' échantillonnage
- supervision faible, Supervision faible -Supervision faible
- Advanced TFX, AdvancedTFX-Conclusion
- pratiques avancées en matière de pipeline, Pratiques avancées en matière de pipeline - Déclencherdes messages à partir de TFX
- configurer tes composants, Configurer tes composants
- exécuter un pipeline conditionnel, Exécuter un pipeline conditionnel
- gestionnaires de sortie, Utiliser les gestionnaires de sortie - Utiliser lesgestionnaires de sortie
- exporter des modèles TF Lite, Exporter des modèles TF Lite
- importer des artefacts, Importer des artefacts
- déclencher des messages de TFX, Déclencher des messages de TFX - Déclencher desmessages de TFX
- utiliser le noeud Resolver, Utiliser le noeud Resolver
- formation ...
- pratiques avancées en matière de pipeline, Pratiques avancées en matière de pipeline - Déclencherdes messages à partir de TFX
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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.