Football Analytics with Python & R: Learning Data Science Through the Lens of Sports

Football Analytics with Python & R: Learning Data Science Through the Lens of Sports

Eric Eager , Richard Erickson
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Sep 19, 2023 · Английский · Мягкая обложка (349 страницы)
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Формат Мягкая обложка
Страницы 349
Язык Английский
Опубликовано Sep 19, 2023
Издатель O'Reilly Media
Издание 1
ISBN-10 1492099627
ISBN-13 9781492099628

Описание

In the realm of sports, data has become a powerful tool that can drastically alter game strategies and player performance. This book delves into the integration of football analytics with programming languages like Python and R, offering readers a unique opportunity to explore the intersection of data science and sports. Through practical examples and insightful explanations, it reveals how statistical models and data visualization can enhance understanding and decision-making in football.

The authors guide readers from the basics of data analysis to complex modeling techniques, allowing enthusiasts and aspiring analysts alike to grasp the nuances of sports analytics. They emphasize the relevance of data in evaluating player efficiency and predicting team outcomes, drawing from real-world case studies. By bridging the gap between technology and athletics, the book encourages a deeper appreciation of both the science behind the sport and the strategies spawned from insightful analysis.

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