June 2026
Beginner
344 pages
9h 45m
French
book
Analyse du football avec l'apprentissage automatique (French Edition)
by Haipeng Gao, Ari Joury, Weining Shen, Guanyu Hu
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Index
Symboles
- Règle des 1 % à 5 %, gestion de la bankroll
- 1X2 (résultat du match), Résultat du match
A
- Fonction d'activation, Pourquoi le Deep Learning pour le football ? Au-delà des modèles traditionnels :la tangente hyperbolique (tanh)
- Optimiseur Adam, Définition de l'architecture du modèle
- L'IA dans l'analyse sportive, L'IA et les grands modèles linguistiques dans le flux de travail analytique
- Critère d'information d'Akaike (AIC), Sélection de modèles : choisir le meilleur modèle
- produits analytiques, Des notebooks aux produits analytiques
- API-Football, Des ensembles de données statiques aux pipelines de données dynamiques
- Arbitrage, Opportunités d'arbitrage :calculer les mises optimales en cas d'arbitrage
- Risque d'exécution, Calculer les mises optimales en cas d'arbitrage
- mises optimales, Calculer les mises optimales en cas d'arbitrage
- rareté, Calcul des mises optimales en cas d'arbitrage
- restrictions, Calcul des mises optimales en cas d'arbitrage
- vitesse, Calcul des mises optimales en cas d'arbitrage
- aire sous la courbe (AUC), la courbe ROC : une vue d'ensemble des performances
- ARIMA (moyenne mobile autorégressive intégrée), séries chronologiques et données séquentielles
- opérateurs arithmétiques, Opérations de base : travailler avec des valeurs et des comparaisons
- passes, passes et possession : mesurer le contrôle du ballon
- Association et causalité, principes qui sous-tendent tout
- AUC (aire sous la courbe), la courbe ROC : une vue d'ensemble des performances
- moyenne mobile intégrée autorégressive ...
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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.