November 2024
Intermediate to advanced
606 pages
17h 8m
French
Content preview from Spark : Le guide définitif
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Chapitre 24. Aperçu de l'analyse avancée et de l'apprentissage automatique
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Ainsi jusqu'à présent, nous avons abordé des API de flux de données assez générales. Cette partie du livre va plonger plus profondément dans certaines des API d'analyse avancée plus spécifiques disponibles dans Spark. Au-delà de l'analyse SQL à grande échelle et de la diffusion en continu, Spark offre également une prise en charge des statistiques, de l'apprentissage automatique et de l'analyse des graphes. Celles-ci englobent un ensemble de charges de travail que nous appellerons analyses avancées. Cette partie du livre traitera des outils d'analyse avancée dans Spark, notamment :
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Prétraitement de tes données (nettoyage des données et ingénierie des caractéristiques).
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Apprentissage supervisé
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Recommandation d'apprentissage
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Moteurs non supervisés
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Analyses graphiques
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Deep Learning
Ce chapitre propose une vue d'ensemble de l'analyse avancée, quelques exemples de cas d'utilisation et un flux de travail d'analyse avancée de base. Nous aborderons ensuite les outils d'analyse que nous venons d'énumérer et nous t'apprendrons à les appliquer.
Avertissement
Ce livre n'a pas pour but de t'apprendre tout ce que tu dois savoir sur l'apprentissage automatique en partant de zéro. Nous ne rentrerons pas dans les définitions et formulations mathématiques strictes - non pas par ...
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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.