Learn SQL Through Football: Analyze Matches, Players, and Tactics with Real Football Data
暫譯: 透過足球學習 SQL:使用真實足球資料分析比賽、球員與戰術
Tabrizchi, Hamed
- 出版商: Apress
- 出版日期: 2026-10-24
- 售價: $1,250
- 貴賓價: 9.5 折 $1,187
- 語言: 英文
- 頁數: 293
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798868829734
- ISBN-13: 9798868829734
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相關分類:
SQL、Data-visualization
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book is more than a technical guide to data analysis--it's a hands-on journey into SQL and football analytics. Designed for students, sports fans, and aspiring data analysts, it teaches SQL for beginners using real football data. Whether you're new to databases or already familiar with data analysis, you'll learn how to query, clean, and structure match statistics, player performance metrics, and tactical insights--all while gaining a deeper appreciation for the Beautiful Game.
Unlike generic SQL books, every example in this book is drawn from authentic football datasets, making the learning process practical, engaging, and directly applicable to sports data analysis. Each chapter features scenario-based challenges--"Football Questions"--that connect SQL techniques to real-world football strategies, helping you apply what you learn immediately.
This book is for anyone who wants to understand both data analysis and football in a new way. You'll uncover hidden patterns in match outcomes, analyze team tactics, and explore player performance using SQL. By the end, you'll not only be confident writing SQL queries--you'll see football through a sharper, data-informed lens.
What You'll Learn
- Understand SQL from the ground up using real football data
- Apply SQL commands to analyze match stats, player performance, and tactical decisions
- Build and structure football databases for efficient analysis
- Use scenario-based learning to connect technical skills with real-world football strategy
- Explore advanced SQL techniques such as subqueries and window functions
- Prepare data for visualization and integrate SQL with broader analytics tools
- Gain a deeper, data-informed perspective on the game of football
Who This Book Is For
Students, sports fans, aspiring analysts, and coaches who want to learn SQL and data analysis through real football data. No prior programming experience is required--just curiosity and a passion for the Beautiful Game. Whether you're new to data or looking to sharpen your skills, you'll learn how to analyze match stats, player performance, and team strategy using practical, hands-on examples.
商品描述(中文翻譯)
本書不只是一份資料分析技術指南,更是一趟深入 SQL 與足球分析的實作旅程。本書專為學生、運動迷及有志成為資料分析師的人士設計,運用真實足球資料,帶領初學者學習 SQL。無論您是資料庫新手,還是已具備資料分析經驗,都將學會如何查詢、清理及建構比賽統計資料、球員表現指標與戰術洞察,同時更深入理解這項美麗運動。
不同於一般的 SQL 書籍,本書中的每個範例都取自真實的足球資料集,讓學習過程兼具實用性與趣味性,並能直接應用於運動資料分析。每章都設計了以情境為基礎的挑戰題──「Football Questions」──將 SQL 技術與真實世界的足球策略連結起來,協助您立即應用所學。
本書適合所有希望以全新角度理解資料分析與足球的人。您將運用 SQL 發掘比賽結果中的隱藏模式、分析球隊戰術,並探索球員表現。讀完本書後,您不僅能充滿信心地撰寫 SQL 查詢,還能以更敏銳、以資料為依據的視角看待足球。
您將學到的內容
• 使用真實足球資料,從基礎開始理解 SQL
• 應用 SQL 指令分析比賽統計、球員表現與戰術決策
• 建立並規劃足球資料庫,以進行高效率分析
• 運用情境式學習,將技術技能與真實世界的足球策略連結起來
• 探索子查詢(subqueries)與視窗函數(window functions)等進階 SQL 技術
• 準備資料以進行視覺化,並將 SQL 整合至更廣泛的分析工具
• 建立更深入、以資料為依據的足球觀點
本書適合哪些讀者
本書適合希望透過真實足球資料學習 SQL 與資料分析的學生、運動迷、有志成為資料分析師的人士及教練。不需要具備任何程式設計經驗,只要擁有好奇心與對這項美麗運動的熱情即可。無論您是資料分析新手,或是希望精進技能,都能透過實用且親自動手操作的範例,學會分析比賽統計、球員表現與球隊策略。
作者簡介
Hamed Tabrizchi is a PhD graduate, experienced data analyst, and compelling storyteller with a passion for making analytics accessible. He is the author of Narrative SQL: Crafting Data Analysis Queries That Tell Stories (Apress), and brings his technical SQL expertise and recent experience leading a football academy data project to this new book. Drawing on more than five years of hands-on work transforming complex data into strategic insights, he bridges the gap between technical skill and football analysis.
Hamed has lectured at universities, led academic workshops, and contributed to scholarly journals, with his research receiving over 1,300 citations. He has also served as a peer reviewer for more than 330 papers across international journals and conferences, as verified by the Web of Science.
作者簡介(中文翻譯)
Hamed Tabrizchi 是一名博士畢業生、經驗豐富的資料分析師,也是擅長以故事傳達資訊的說書人,致力於讓資料分析更容易理解。他是《Narrative SQL: Crafting Data Analysis Queries That Tell Stories》(Apress)的作者,並將其深厚的 SQL 技術專長,以及近期主導足球學院資料專案的經驗,帶入這本新書。憑藉超過五年的實務經驗,將複雜資料轉化為策略洞見,他成功搭起技術能力與足球分析之間的橋樑。
Hamed 曾在大學授課、主持學術工作坊,並為學術期刊撰稿;他的研究已獲得超過 1,300 次引用。他也曾擔任國際期刊與研討會超過 330 篇論文的同儕審查者,相關紀錄已由 Web of Science 查證。