AmbikeshJayal,AllistairMcRobert,GilesOatley,Peter O'Donoghue
Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance
Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance
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- More about Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance
Format: Paperback / softback
Length: 272 pages
Publication date: 13 June 2018
Publisher: Taylor & Francis Ltd
As the analysis of big datasets in sports performance becomes an increasingly integral part of the sporting landscape, the demand for sport scientists and analysts with formal training in data analytics is on the rise. Sports Analytics: Analysis, Visualization, and Decision-Making in Sports Performance offers 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. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly distinguishes between analytics and analysis and proceeds to explain and illustrate methods such as:
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 provides 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.
Weight: 416g
Dimension: 230 x 151 x 15 (mm)
ISBN-13: 9780415789431
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