Big Football Data
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Big Football Data
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Author : Christoph Biermann
language : fr
Publisher: Marabout
Release Date : 2019-09-18
Big Football Data written by Christoph Biermann and has been published by Marabout this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-18 with Crafts & Hobbies categories.
Les statistiques, les datas et les vidéos sont devenus des outils essentiels pour comprendre le football. Analyse des matchs, des joueurs, des actions... toutes les données sont passées au crible afin d'améliorer la performance. Dans un mélange d'analyse et de reportages, l'auteur nous propose un panorama des évolutions récentes du football liés à l'influence croissante des nouveaux outils de travail numériques mis à la disposition des clubs. Le football devient de plus en plus complexe. Le numérique permet d'apprendre de nouvelles choses, d'apporter une autre vision d'un match en replaçant au centre l'objectivité et le plus important : le plan du match, l'idée de l'entraîneur.
Data Analytics In Football
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Author : Daniel Memmert
language : en
Publisher: Taylor & Francis
Release Date : 2023-12-22
Data Analytics In Football written by Daniel Memmert and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-22 with Sports & Recreation categories.
Data Analytics in Football provides students, researchers, and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how they can be collected, modeled, analyzed, and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. The book seeks to define the role of positional data in football match analysis by exploring topics such as the following: What is positional data analysis, and how did it emerge from conventional match analysis? How can positional data be collected, and which technologies can be used? What key performance indicators based on positional data should be used? How can traditional match analysis be complemented by using positional data and advanced KPIs? How can these new methods evolve in the future? Based on data collected from active leagues and fully revised for the new second edition, the text now also examines data collection in relation to other sports, how a data-driven approach in decision-making is achieved by professional teams, the potential of the new methods of data collection, and how they could evolve in the future. Accessibly written, packed full of examples from elite football, and supplemented with expert interviews, Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher, or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.
Data Analytics In Football
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Author : Daniel Memmert
language : en
Publisher: Routledge
Release Date : 2018-05-30
Data Analytics In Football written by Daniel Memmert and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-30 with Sports & Recreation categories.
Data Analytics in Football provides students, researchers and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how it can be collected, modelled, analysed and interpreted. Introducing cutting-edge methods, the book challenges long-held assumptions and encourages a new way of thinking about football analysis. Based on data collected from the German Bundesliga and the UEFA Champions League, the book seeks to define the role of positional data in football match analysis by exploring topics such as: What is positional data analysis and how did it emerge from conventional match analysis? How can positional data be collected and which technologies can be used? What are the benefits of a data-driven approach to decision making in football? What Key Performance Indicators based on positional data should be used? How can traditional match analysis be complemented by using positional data and advanced KPIs? How can these new methods evolve in the future? Accessibly written, packed full of examples from elite football and supplemented with expert interviews (Ralf Rangnick, Urs Siegenthaler and others), Data Analytics in Football is a thought-provoking, rigorously evidence-based guide to the use of data analytics in football performance analysis. As such, it is a vital resource for any student, researcher or coach interested in performance analysis and skill acquisition, or anyone interested in football more generally.
Intelligent And Fuzzy Techniques In Big Data Analytics And Decision Making
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Author : Cengiz Kahraman
language : en
Publisher: Springer
Release Date : 2019-07-05
Intelligent And Fuzzy Techniques In Big Data Analytics And Decision Making written by Cengiz Kahraman and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-05 with Technology & Engineering categories.
This book includes the proceedings of the Intelligent and Fuzzy Techniques INFUS 2019 Conference, held in Istanbul, Turkey, on July 23–25, 2019. Big data analytics refers to the strategy of analyzing large volumes of data, or big data, gathered from a wide variety of sources, including social networks, videos, digital images, sensors, and sales transaction records. Big data analytics allows data scientists and various other users to evaluate large volumes of transaction data and other data sources that traditional business systems would be unable to tackle. Data-driven and knowledge-driven approaches and techniques have been widely used in intelligent decision-making, and they are increasingly attracting attention due to their importance and effectiveness in addressing uncertainty and incompleteness. INFUS 2019 focused on intelligent and fuzzy systems with applications in big data analytics and decision-making, providing an international forum that brought together those actively involved in areas of interest to data science and knowledge engineering. These proceeding feature about 150 peer-reviewed papers from countries such as China, Iran, Turkey, Malaysia, India, USA, Spain, France, Poland, Mexico, Bulgaria, Algeria, Pakistan, Australia, Lebanon, and Czech Republic.
Multimodal Analytics For Next Generation Big Data Technologies And Applications
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Author : Kah Phooi Seng
language : en
Publisher: Springer
Release Date : 2019-07-18
Multimodal Analytics For Next Generation Big Data Technologies And Applications written by Kah Phooi Seng and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-18 with Computers categories.
This edited book will serve as a source of reference for technologies and applications for multimodality data analytics in big data environments. After an introduction, the editors organize the book into four main parts on sentiment, affect and emotion analytics for big multimodal data; unsupervised learning strategies for big multimodal data; supervised learning strategies for big multimodal data; and multimodal big data processing and applications. The book will be of value to researchers, professionals and students in engineering and computer science, particularly those engaged with image and speech processing, multimodal information processing, data science, and artificial intelligence.
Big Data Analytics In Astronomy Science And Engineering
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Author : Shelly Sachdeva
language : en
Publisher: Springer Nature
Release Date : 2022-02-17
Big Data Analytics In Astronomy Science And Engineering written by Shelly Sachdeva and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-17 with Computers categories.
This book constitutes the proceedings of the 9th International Conference on Big Data Analytics, BDA 2021, which took place virtually during December 7–9, 2021. The 15 full papers and 1 short paper included in this volume were carefully reviewed and selected from 60 submissions. They were organized in topical sections as follows: Data science: systems; data science: architectures; big data analytics in healthcare support systems, information interchange of web data resources; and business analytics.
Big Data Foot
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Author : Christoph Biermann
language : fr
Publisher:
Release Date : 2019-09-18
Big Data Foot written by Christoph Biermann and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-18 with categories.
Des expected goals au Packing, en passant par la dangerousity et le ghosting, un nombre spectaculaire de statistiques, d'indices, de modèles complexes sont récemment apparus dans le football. Pourquoi pouvait-on prévoir l'éclosion de Sadio Mané dès son transfert du RB Salzbourg à Southampton ? Pourquoi Arsenal et Naples auraient dû priver respectivement Leicester et la Juventus de leur titre de champions en 2016 ? Quels sont les secrets offensif et défensif des équipes entraînées par Lucien Favre ? En quoi la paire Pogba-Kanté était-elle si complémentaire lors de la Coupe du monde 2018 ? Dans cet ouvrage passionnant, Christoph Biermann montre, à partir d'exemples récents piochés dans les plus grands championnats européens, l'influence croissante du big data appliqué au football.
Big Data Betting On Football The Betaminic Guide 2
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Author : Tom Whitaker
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2018-09-12
Big Data Betting On Football The Betaminic Guide 2 written by Tom Whitaker and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-12 with categories.
Big Data is being used in more and more areas of our lives and business to find patterns that can be used to our advantage. The same is true for sports betting. This book shows you how to use Betaminic's website and their free Betamin Builder tool to research and analyse football data and bookmaker odds from over 100,000 matches going back to 2012 to make winning soccer betting strategies. It also gives 8 winning strategies ready to use in the Proven8 system which has made 320 points profit in the last 18 months. These strategies are made with a new methodology that gives us an even better chance of finding real, working patterns and avoid the pitfalls of data mining and cherry-picking historical data. This is essential reading for any sports bettors who base their bets on statistics, form and data. This is the second in the Betaminic Guide Series after the successful first book "Winning Sports Betting Strategies with Betaminic." Special Offer: Free Books You can get this book and the first book in the series for free as pdf files simply by signing up for Betaminic and becoming my referral. Visit my website for more details: See back cover of book for website address.
Match Analysis
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Author : Daniel Memmert
language : en
Publisher: Routledge
Release Date : 2021-11-14
Match Analysis written by Daniel Memmert and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-14 with Health & Fitness categories.
Match analysis is a performance-diagnostic procedure, which can be used to carry out systematic gaming analysis during competition and training. The analysis of team and racket sports, whether in competition, for opponent preparation (match plan), follow-up, or training is nowadays indispensable in many sports games at different levels. This analysis nevertheless presents many open questions and problem areas: Which data should be used? Who manages the data? Who provides whom with which information? How is this information presented, digested, and applied? The more complex and anonymous the data management is, the more commercial, expensive, and uncontrollable information management and provision becomes. Match Analysis: How to Use Data in Professional Sport is the first book to examine this topic through three types of data sets; video, event, and position data and show how to interpret this data and apply the findings for better team and individual sport performance. This innovative new volume is key reading for researchers, students, and practitioners alike in the fields of Coaching, Performance Analysis, Sport Management, and related specific sport disciplines.
Football Is A Numbers Game
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Author : Matthew Coller
language : en
Publisher: Triumph Books
Release Date : 2023-10-03
Football Is A Numbers Game written by Matthew Coller and has been published by Triumph Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-03 with Sports & Recreation categories.
In the 1980s, Neil Hornsby was one of very few National Football League fans in England. Never one to do anything casually, he began keeping hand-written score sheets of every game using his own tracking system. Soon he'd enlisted some fellow British super fans in his mission to take football information an extra layer deeper. This was the beginning of Pro Football Focus, an analytics company that now supplies data to all 32 NFL teams and every major broadcasting corporation. PFF player grades appear on the screen during Sunday Night Football broadcasts, and PFF's pioneering research and analysis informs discussions at the highest level, from coaching to drafting to game-planning and player evaluation. In Football Is a Numbers Game, Matthew Coller chronicles this improbable start-up tale with unprecedented access, exploring the company's origin as a band of obsessive outsiders, its pivotal acquisition by Cris Collinsworth, and its role in the proliferation of data in the NFL and professional sports. Featuring a cast of memorable characters, this is a portrait of an unlikely business success as well as a behind-the-scenes look at the forces guiding modern NFL teams as they search for a competitive edge.