Soccer Analytics with Machine Learning
Language: English
Published by O'reilly Media Sep 2026, 2026
- Softcover
- New
Seller: Books-by-Floh, Paderborn, GermanyBooks-by-Floh
AbeBooks seller since March 13, 2026
Condition: New
£ 74.01
Quantity: 2 available
Add to basketItem description from seller
Neuware -Struggling to grasp machine learning concepts or unsure how to apply them in the real world This book aims to change that by using the world's most popular game--soccer--to illuminate key concepts in predictive modeling and data science. You'll develop a solid foundation in machine learning through engaging examples that bridge academic principles with practical applications. Written by experts in both machine learning and sports analytics, this practical Python-focused guide introduces fundamental data science techniques using real soccer data. Ideal for students, analysts, and soccer fans alike, it offers instructions on models and techniques such as logistic regression, random forests, deep learning, simulations, and feature engineering. But instead of memorizing algorithms, you'll learn by building predictive models to analyze match outcomes, test betting strategies, run simulated game scenarios, and more. - Understand machine learning concepts by working with real sports data - Develop, refine, and evaluate machine learning models, using Python for data analysis - Carry out detailed analyses and research on soccer game predictions and betting strategies to surface valuable insights - Apply the skills you learn to predictive modeling scenarios in other industries 300 pp. Englisch.…
Seller Inventory # 9781098181116
- Title
- Soccer Analytics with Machine Learning
- Author
- Haipeng Gao
- Publisher
- O'reilly Media Sep 2026
- Publication year
- 2026
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1098181115
- ISBN 13
- 9781098181116
- Item weight
- 617 grams
- Dimensions
- 236x180x20 mm
Struggling to grasp machine learning concepts or unsure how to apply them in the real world? This book aims to change that by using the world's most popular game—soccer—to illuminate key concepts in predictive modeling and data science. Whether you're a complete beginner or you're interested in entering the burgeoning field of sports analytics, you'll develop a solid foundation in machine learning through engaging examples that bridge academic principles with practical applications.
Written by experts in both machine learning and sports analytics, this practical Python-focused guide introduces fundamental data science techniques using real soccer data. Ideal for students, analysts, and soccer fans alike, it offers instructions on models and techniques such as logistic regression, random forests, deep learning, simulations, and feature engineering. But instead of memorizing algorithms, you'll learn by building predictive models to analyze match outcomes, test betting strategies, run simulated game scenarios, and more.
- Understand machine learning concepts by working with real sports data
- Develop, refine, and evaluate machine learning models, using Python for data analysis
- Carry out detailed analyses and research on soccer game predictions and betting strategies to surface valuable insights
- Apply the skills you learn to predictive modeling scenarios in other industries
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About the Author
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Books-by-Floh
Paderborn, Germany
AbeBooks seller since March 13, 2026
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Books-by-Floh steht für ein breites, kuratiertes Buchsortiment aus einer Hand. Unser Fokus liegt auf Qualität, Vielfalt und zuverlässiger Abwicklung.
Wir führen Romane, Krimis, Thriller, Liebesromane, Lyrik, Anthologien, Mythologie, Fachbücher sowie Werke der Gegenwartsliteratur – für Leserinnen und Leser mit Anspruch.
Alle Artikel werden ausschließlich aus Deutschland versendet. Das garantiert kurze Lieferzeiten, transparente Prozesse und einen verlässlichen Service.
Unser Anspruch: unkomplizierter Einkauf, Bücher, die man gerne liest – heute und morgen.
Books-by-Floh – Bücher. Klar. Verlässlich.
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