Who is this book for?

It's designed for students, analysts, and soccer fans interested in machine learning and data science.

What programming language does the book focus on?

The book focuses on Python for data analysis and building predictive models.

Can I apply the concepts learned in this book to other industries?

Yes, the skills and techniques can be applied to predictive modeling scenarios across various industries.

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Soccer Analytics with Machine Learning: Learning Predictive Modeling Techniques with Sports Data

This practical Python-focused guide introduces fundamental data science techniques using real soccer data.

物品 #: 267647665

Soccer Analytics with Machine Learning: Learning Predictive Modeling Techniques with Sports Data

物品 #: 267647665

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This practical Python-focused guide introduces fundamental data science techniques using real soccer data.

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產品詳情

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 dataDevelop, refine, and evaluate machine learning models, using Python for data analysisCarry out detailed analyses and research on soccer game predictions and betting strategies to surface valuable insightsApply the skills you learn to predictive modeling scenarios in other industries

Publisher	O'Reilly Media
Publication date	June 15, 2026
Edition	1st
Language	English
File size	4.4 MB
Enhanced typesetting	Enabled
X-Ray	Not Enabled
Word Wise	Not Enabled
Print length	538 pages
ISBN-13	978-1098181079
Page Flip	Enabled
Item Weight	1.5 lbs (680 grams)

產品敘述

Soccer Analytics with Machine Learning: Learning Predictive Modeling Techniques with Sports Data

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題: 如何從 Ubuy 在線購物 Soccer Analytics with Machine Learning: Learning？

回答: 從 Ubuy 在線購物 Soccer Analytics with Machine Learning: Learning 非常簡單。. 您只需搜索產品，在結賬時選擇運輸方式，然後將其運送到您所在的位置。
題: Soccer Analytics with Machine Learning: Learning 可以在 Hong Kong 在線購物嗎？

回答: 是的，您可以在 Ubuy Hong Kong 以合理的價格購買該產品。. Soccer Analytics with Machine Learning: Learning 在本地不可用，但您可以信任我們的快遞服務。
題: 下訂單後需要多長時間才能收到產品？

回答: 您訂購的產品的交貨時間根據您訂購的商品和您選擇的運輸方式而有所不同。. 結賬時會提到預計送貨時間，所以購物時請放心。

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特色和優勢

Understand machine learning through real-world soccer data.
Develop predictive models for match outcomes and betting strategies.
Ideal for students, analysts, and soccer fans.
Learn fundamental techniques like logistic regression and deep learning.
Engage with practical applications rather than memorizing algorithms.
Apply skills learned to predictive modeling in various industries.

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Soccer Analytics with Machine Learning: Learning Predictive Modeling Techniques with Sports Data