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OverviewAs 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. Full Product DetailsAuthor: Ambikesh Jayal (Cardiff Metropolitan University, UK) , Allistair McRobert (Liverpool John Moores University, UK) , Giles Oatley (Cardiff Metropolitan University, UK) , Peter O'DonoghuePublisher: Taylor & Francis Ltd Imprint: Routledge Weight: 0.544kg ISBN: 9780415789424ISBN 10: 0415789427 Pages: 272 Publication Date: 13 June 2018 Audience: College/higher education , Tertiary & Higher Education , Undergraduate Format: Hardback Publisher's Status: Active Availability: In Print ![]() This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of Contents"1. What is Analytics? 2. Complex Data and the ""Data Age"" 3. Interactive Visualisation 4. Simulation and Modelling 5. Geospatial Data Analysis 6. Spatio-Temporal Analysis 7. Machine Learning and Sport 8. Genomics in Sports 9. Social Network Analysis 10. Knowledge Discovery in Databases and Data Mining 11. Data Management and Infrastructure 12. Sports Analytics Applications in Soccer"ReviewsAuthor InformationAmbikesh Jayal is a Senior Lecturer in Computing and Information Systems at Cardiff Metropolitan University, UK. Allistair McRobert is a Senior Lecturer of Performance Analysis at Liverpool John Moores University, UK. Giles Oatley is a Senior Lecturer at Federation University, Australia. Peter O’Donoghue is a Reader in Sports Performance Analysis in Cardiff School of Sport at Cardiff Metropolitan University, UK. Tab Content 6Author Website:Countries AvailableAll regions |