Performance maximale et technologie dans le sport

Aperçu

This specialization explores the technologies transforming modern football, from advanced data analysis and machine learning to AI-powered scouting and next-generation performance systems. Across four applied courses, learners will trace the evolution of football analytics, build essential statistical and technical foundations, examine real-world tactical and scouting case studies, and discover the emerging innovations that will shape how teams train, recruit, and compete in the future.

The curriculum integrates event data, tracking data, live data, and machine-learning techniques with cutting-edge tools such as Large Language Models, computer vision, web scraping, contextual load monitoring, and automated tactical recognition. Through examples from elite football and pioneering research, learners will understand how AI is reshaping decision-making across performance analysis, talent ID, recruitment, coaching, strategy, and club operations.

Developed for analysts, coaches, scouts, and professionals seeking to future-proof their skills, the specialization emphasizes practical implementation. Across each module, learners apply concepts to match situations, evaluate data workflows, and experiment with emerging technologies.

By completing the program, they will gain a forward-looking, industry-ready understanding of how technology, automation, and intelligent systems will redefine performance and competitive advantage in football.

Programme

• Cours 1 : Comment en sommes-nous arrivés là ? Le développement de l'analyse dans le football
• Cours 2 : Concepts essentiels - Exigences de base pour l'analyse des données
• Cours 3 : Avenir des données et de la technologie dans le football
• Cours 4 : Analytique appliquée au football - Étudier des cas concrets

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Enseigné par

Marisa Sáenz

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Matières

Data Science