Sports Analytics
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Sports Analytics
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Author : A Mansurali
language : en
Publisher: Springer Nature
Release Date : 2024-09-23
Sports Analytics written by A Mansurali and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Technology & Engineering categories.
In "Sports Analytics: Data-Driven Sports and Decision Intelligence," embark on a journey through the exhilarating world of sports enhanced by the power of data-driven insights. From the nail-biting moments on the field to the strategic decisions behind the scenes, this comprehensive guide unveils the secrets that propel teams to victory and champions to greatness.It explores the cutting-edge techniques and methodologies that revolutionize the way we understand and analyze sports performance. From player evaluations to game strategies, injury prevention to fan engagement, this book equips you with the tools to gain a competitive edge in any sport. Whether you're a coach, player, analyst, or simply a passionate fan, this book will change the way you see the game. This book details how to use analytics and machine learning to highlight key performance indicators (KPIs) of sports for analysis. The authors show how to apply various statistical techniques, machine learning and data mining algorithms for on-field and off-field analysis. They go on to show how analytical algorithms are used in the sports ecosystem to derive solutions for the team and leadership, helping team managers and coaches to monitor games and player information through dashboards. The book then shows how to deploy machine learning algorithms for validating and improving teams and players performance. The book is relevant to professionals and academics working in machine learning and data analysis related to sports.
Sports Analytics
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Author : Ambikesh Jayal
language : en
Publisher: Routledge
Release Date : 2018-06-12
Sports Analytics written by Ambikesh Jayal and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-12 with Sports & Recreation categories.
As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance provides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including: Interactive visualisation Simulation and modelling Geospatial data analysis Spatiotemporal analysis Machine learning Genomic data analysis Social network analysis Offering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science.
Sports Analytics A Guide For Coaches Managers And Other Decision Makers
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Author : Dr. Yajuvendra Singh Rajpoot, Dr. Mukesh Narvariya, Mr. Amit Dixit
language : en
Publisher: Friends Publications (India)
Release Date :
Sports Analytics A Guide For Coaches Managers And Other Decision Makers written by Dr. Yajuvendra Singh Rajpoot, Dr. Mukesh Narvariya, Mr. Amit Dixit and has been published by Friends Publications (India) this book supported file pdf, txt, epub, kindle and other format this book has been release on with Sports & Recreation categories.
"Sports Analytics: A Guide for Coaches, Managers, and Other Decision Makers" by Benjamin C. Alamar is a practical, non-technical resource designed to help sports professionals integrate data-driven decision-making into their organizations. First published in 2013 and updated in 2024, the second edition reflects the rapid advancements in analytics tools and methodologies over the past decade. - Introduction to Sports Analytics: An overview of the role and evolution of analytics in sports. - Data and Data Management: Understanding the types of data available and how to manage them effectively. - Predictive Analytics and Metrics: Utilizing statistical models to forecast outcomes and evaluate player performance. - Analytics in the Organization: Strategies for implementing analytics within a sports organization. - Building and Managing an Analytic Team: Guidance on assembling a team capable of leveraging analytics for strategic advantage.
Complex Sport Analytics
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Author : Felix Lebed
language : en
Publisher: Routledge
Release Date : 2017-05-12
Complex Sport Analytics written by Felix Lebed and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-12 with Sports & Recreation categories.
This book is the first to combine principles from analytics, complex systems theory, multi-disciplinary diagnostics and sport performance analysis. It considers athletes, teams, and sport organizations in individual and team games as complex systems, and demonstrates how complexity studies can enrich analytics and give us a more sophisticated understanding of the causalities of winning and losing in sports. Part I introduces the basic categories of analytics and their uses in elite sport. Part II presents an original conception of sport analytics both as a complex of different kinds of processes and as a complexity-adapted view of human systems acting in sport performance and management. Part III considers the main principles of complex sport analytics, expanding the prism of complexity to include all levels of a sport organization from athletes, coaches and trainers to top decision makers, and suggests practical applications and simulations for cases of both individual and team sports. This is illuminating reading for any advanced student, researcher or practitioner working in sport analytics, performance analysis, coaching science or sport management.
Sports Analytics
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Author : Benjamin C. Alamar
language : en
Publisher: Columbia University Press
Release Date : 2013-08-06
Sports Analytics written by Benjamin C. Alamar and has been published by Columbia University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-06 with Sports & Recreation categories.
Benjamin C. Alamar founded the first journal dedicated to sports statistics, the Journal of Quantitative Analysis in Sports. He developed and teaches a class on sports analytics for managers at the University of San Francisco and has published numerous cutting-edge studies on strategy and player evaluation. Today, he cochairs the sports statistics section of the International Statistics Institute and consults with several professional teams and businesses in sports analytics. There isn't a better representative of this emerging field to show diverse organizations how to implement analytics into their decision-making strategies, especially as analytic tools grow increasingly complex. Alamar provides a clear, easily digestible survey of the practice and a detailed understanding of analytics' vast possibilities. He explains how to evaluate different programs and put them to use. Using concrete examples from professional sports teams and case studies demonstrating the use and value of analytics in the field, Alamar designs a roadmap for managers, general managers, and other professionals as they build their own programs and teach their approach to others.
Sports Analytics From A To Z Methods Definitions And Real Life Applications
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Author : Victor Holman
language : en
Publisher:
Release Date : 2019-03-14
Sports Analytics From A To Z Methods Definitions And Real Life Applications written by Victor Holman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-14 with Sports & Recreation categories.
Sports Analytics From A to Z is written for non-mathematicians who love sports, are interested in sports analytics, but do not have the time, or desire to learn complex algorithms or processes within the various statistical methods. Sports Analytics Expert and Consultant Victor Holman provides a range of sports analytics methods in a manner that the average reader can understand their concepts and more importantly, how the concepts have been applied and leveraged in the sports world by some of today's leading innovators in sports analytics. While the reader won't walk away from this book understanding how to execute or program these sports analytics methods, they will walk away with countless new ideas for how analytics can be leveraged to gather new insight into data. This sports analytics book is unique in that it identifies numerous sports analytics methods, it's alphabetically arranged, it outlines primary and secondary sports analytics methods applied in various research papers. Reading each of the research articles, and the sports analytics methods applied when performing the research will help the reader understand which statistical tool to use to approach their analytic challenges.About Victor HolmanVictor Holman is a sports analytics and performance expert, management consultant and author. His thought leadership in business performance, sports performance and process improvement has been demonstrated in several books, frameworks and products he has published over the last 15 years. Victor has served as a performance expert, data and enterprise systems project manager and management consultant to over 100 organizations, including Fortune 500 companies and Federal Agencies. He's been featured in major television, radio and print media outlets for his ability to help small businesses outperform their competition by applying strategies, frameworks and management tools. And Victor is applying these same concepts to sports management and sports analytics. Victor believes that like small businesses, less talented sports programs can level the playing field by applying sports analytics methods that transcends their analytics programs beyond management decision making and into quantitative results delivered by the players. He also believes that to make a team function at optimal performance, it's critical that game data is gathered, analyzed and translated into value that can be easily measured and delivered by its players. Victor helps teams figure out how to apply their data and existing analytics systems to help players measure value, increase IQ and create synergy using his Agile Sports Analytics Framework. Victor authored the Agile Sports Analytics Book, which outlines the step by step process for getting players to execute the coach's strategy through an award system that measures player's ability to adapt their games to the team strategy and measures their contribution to wins.Victor developed the Agile Sports Analytics application, which provides the tools and drives the processes of the Sports Analytics Framework.Victor was recently recognized by Feedspot as the #2 sports analytics blog. His blog provides the latest strategies to help coaches, analysts and management improve the IQ, team dynamics & execution of their players. His blog also provides insight into all of the various statistical methods applied in sports analytics along with the key innovators and researchers who continue to push the sports analytics envelope. His blog posts are the foundation of this book. Victor developed the Sports Analytics Maturity Model, which outlines five phases, seven key success areas, 26 best practices and 130 key processes for sports programs looking to gain a competitive edge across all aspects of the program. To learn more about how Victor Holman can help your team leverage analytics to gain a competitive advantage, contact him at [email protected] or (888) 861-8733.
Sport Communication
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Author : Chuka Onwumechili
language : en
Publisher: Routledge
Release Date : 2017-08-16
Sport Communication written by Chuka Onwumechili and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-16 with Social Science categories.
Sport is a global business. Now more than ever, sport communication professionals need to understand sport’s global reach in order to develop their full potential. This is the first textbook to introduce the fundamental principles and practice of sport communication from an international perspective. Combining business strategies with insights into social issues such as gender, disability and national identity, this is an accessible, practical and engaging guide to the essentials of sport communication. Aimed to enhance learning at both undergraduate and postgraduate levels, each chapter contains special features tailored to meet the needs of students and instructors. These include learning objectives, chapter summaries, activities, reflections, discussion questions, recommended resource lists and original cross-cultural case studies that demonstrate sport communication theories put into practice. Its twenty chapters explore communication in sport across all levels, from interpersonal communication and team building to strategic communications, and in all forms of media, from print and broadcast to social media. Sport Communication: An International Approach is an essential text for any course on sport communication, sport business or sport management.
Sport Analytics
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Author : Gil Fried
language : en
Publisher: Routledge
Release Date : 2016-11-10
Sport Analytics written by Gil Fried and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-10 with Business & Economics categories.
The increasing availability of data has transformed the way sports are played, promoted and managed. This is the first textbook to explain how the big data revolution is having a profound influence across the sport industry, demonstrating how sport managers and business professionals can use analytical techniques to improve their professional practice. While other sports analytics books have focused on player performance data, this book shows how analytics can be applied to every functional area of sport business, from marketing and event management to finance and legal services. Drawing on research that spans the entire sport industry, it explains how data is influencing the most important decisions, from ticket sales and human resources to risk management and facility operations. Each chapter contains real world examples, industry profiles and extended case studies which are complimented by a companion website full of useful learning resources. Sport Analytics: A data-driven approach to sport business and management is an essential text for all sport management students and an invaluable reference for any sport management professional involved in operational research.
Understanding Sport Organizations
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Author : Trevor Slack
language : en
Publisher: Human Kinetics Publishers
Release Date : 2021
Understanding Sport Organizations written by Trevor Slack and has been published by Human Kinetics Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Business & Economics categories.
Textbook for graduate and upper-undergraduate courses in organizational theory and organizational behavior as it relates to sport and sport/recreation management degree programs; reference for practicing sport managers around the world
Machine Learning And Data Mining For Sports Analytics
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Author : Ulf Brefeld
language : en
Publisher: Springer
Release Date : 2019-04-06
Machine Learning And Data Mining For Sports Analytics written by Ulf Brefeld and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-06 with Computers categories.
This book constitutes the refereed post-conference proceedings of the 5th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2018, colocated with ECML/PKDD 2018, in Dublin, Ireland, in September 2018. The 12 full papers presented together with 4 challenge papers were carefully reviewed and selected from 24 submissions. The papers present a variety of topics, covering the team sports American football, basketball, ice hockey, and soccer, as well as the individual sports cycling and martial arts. In addition, four challenge papers are included, reporting on how to predict pass receivers in soccer.