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This open-access book examines the application of machine learning to sports analytics, integrating computer vision, data analysis, predictive modeling, and learning-based agent modeling. It explores methods for capturing and analyzing sports data, evaluating player and team behavior, predicting outcomes and next plays, and supporting strategic decision-making.
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Edition: 1st
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Publisher: Springer Nature Singapore
Publishing Year: 2025
ISBN: 978-981-96-1444-8
Pages: 140