
Sports Analytics
Description
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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.
More details
Other editions
Additional editions


Persons
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.
Content
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
System requirements
File format: PDF
Copy-Protection: Adobe-DRM (Digital Rights Management)
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