Week 1: Introduction to Sports analytics
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The document outlines the current landscape and various dimensions of sports analytics, highlighting areas such as fan engagement, player performance, and sports betting. It also lists relevant conferences, university courses, blogs, and startup companies in the field. Job roles and project expectations for students in sports analytics are briefly discussed as well.
Week 1: Introduction to Sports analytics
- 1. INTRODUCTION: SPORTS ANALYTICS WEEK 1 This Photo by Unknown Author is licensed under CC BY-SA VINAY SINGH: Sports Enthusiast https://www.simscale.com/blog/2017/07/cycling-aerodynamics/ https://www.youtube.com/watch?v=3Iz7ZMALaCY
- 5. Professional Teams by Revenue https://www.forbes.com/sites/kurtbadenhausen/2019/07/22/the-worlds-50-most-valuable-sports-teams-2019/#8603fb4283da
- 6. What is Sports Analytics? Data Mangement, Analytical Model and Information System for Decision maker is Sports Analytics
- 7. Dimensions of Sports Analytics Fan Engagement, Player Performance, Ticket Sales, Sports Niche( Baseball Analytics, Cricket Analytics) This Photo by Unknown Author is licensed under CC BY-SA
- 8. On Field Analytics ⢠Scouting and Team Selection ⢠Predictive Models ⢠Player Performance Metrics ⢠Player Training ⢠Data Insights about improving performance ⢠Game Strategy ⢠Automated Video Analysis ⢠3D Depth Camera ⢠Wearable Technology
- 9. Fan Engagement ⢠Analysis of Digital Engagement ⢠Sentiment in Social Media ⢠Analysis of Fan Behavior in Stadium ⢠Wireless Internet and Phone Apps ⢠Apps Supply Game Analytics, Parking Information, Promotions, and Traffic Information to the Fans (NFL) https://www.forbes.com/sites/forbestechcouncil/2019/01/31/how-data-analysis-in-sports-is-changing-the-game/#338c456d3f7b
- 10. Sports Betting ⢠Improvement of Gambling Products ⢠Data Aggregation and Visualization for Bettors ⢠Develop Daily Fantasy Sports ⢠Worth Over $5B According to Nevada Gaming Control Board (NGCB)
- 11. Revenue Generation ⢠Ticket Sales Analytics ⢠Marketing and Promotions ⢠Team Promotions ⢠Selling Merchandize for Team ⢠Sponsorships ⢠Sports Channel Analytics
- 12. Conferences ⢠MIT Sloan Sports Analytics Conference ⢠Carnegie Mellon Sports Analytics Conference in Pittsburgh, PA ⢠Ottawa Hockey Analytics at Carleton in Ottawa ⢠Midwest Sports Analytics Meeting in Pelle, IA ⢠United Kingdom Sports Analytics Conference in London ⢠Texas Sports Analytics Conference in Dallas ⢠Uconn Sports Analytics Conference in Storrs, CT ⢠Japan Sports Analytics Conference in Tokyo https://vimeo.com/286826883
- 13. University Courses ⢠Masters Associated with Sports Analytics ⢠Adelphi University (Online) ⢠American University (Online) ⢠California University of Pennsylvania (Online) ⢠Indiana University Purdue University Indianapolis ⢠Marquette University (Hybrid) ⢠Northwestern University ⢠University of North Texas ⢠Certificates for Sports Analytics ⢠Columbia University ⢠Northwestern University ⢠Wilmington University https://sps.columbia.edu/academics/masters/sports-management/full-time-master-science/courses
- 14. Blogs and Websites ⢠Action Network ⢠Agile Sports Analytics ⢠Harvard College Sports Analysis ⢠iSports Analysis ⢠Team Sports Analysis ⢠Stat Sheet Stuffer ⢠Analysis Pro ⢠MIT Sloan Experts ⢠Five Thirty Eight ⢠Spiideo https://youtu.be/0WUrYlndbaA
- 15. Majors Startups ⢠STATS ⢠World Leader Sports Data and Technology ⢠Covers 80k+ Events Annually ⢠Opta ⢠Based on London, UK (1996) ⢠Covers 30 sports in 70 countries ⢠Prozone ⢠Domain expert in Sports Performance Analysis(1995) ⢠Acquired by STATS
- 16. Journals to explore ⢠Journal of Quantitative Analysis in Sports (JQAS) ⢠Journal of Sports Analytics ⢠Statistical Analysis and Data Mining: The ASA Data Science Journal âVolume 9, Issue 5, 2016 ⢠Data Mining and Knowledge DiscoveryâVolume 31, Issue 6, 2017 ⢠Electronic Journal of Applied Statistical Analysis â Volume 10, Issue 3, 2017 ⢠Machine Learningâ2018 ⢠International Journal of Forecasting -2018
- 17. Job Roles and Expectation ⢠Data Scientist/Analyst ⢠Data Engineer ⢠Sports Analytics Consultant ⢠Business Intelligence Sports Team Average Pay : ~ 60k -70k per year
- 18. Project Expectations from the class Prepare case Studies for Real Life Application of Analytics in Sports(3-5 Slider Presentation) Working prototype of the Application is not necessary but appreciated