Sports Performance Analytics
Master predictive sports analytics using real-world data. Analyze performance, apply stats models & use ML for powerful sports insights.
Master predictive sports analytics using real-world data. Analyze performance, apply stats models & use ML for powerful sports insights.
This comprehensive specialization focuses on sports analytics, combining practical data analysis with predictive modeling. Students learn to analyze real datasets from major sports leagues including MLB, NBA, NHL, EPL, and IPL. The program covers constructing predictive models for team and player performance, replicating Moneyball's statistical approaches, and exploring modern athlete performance tracking through wearable technologies. Designed for sports professionals and enthusiasts alike, it provides hands-on experience with Python programming and advanced analytical techniques.
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What you'll learn
Learn to analyze team and player performance using Python. Master predictive modeling for sports outcomes. Understand statistical principles behind Moneyball. Explore wearable technology applications in sports. Apply machine learning to sports analytics. Develop practical data analysis skills with real sports datasets.
Skills you'll gain
This course includes:
15 Hours PreRecorded video
15 assignments
Access on Mobile, Desktop
Subscription access
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