University of Michigan - Sports Performance Analytics Specialization
- Offered byCoursera
Sports Performance Analytics Specialization at Coursera Overview
Sports Performance Analytics Specialization
at Coursera
Duration | 7 months |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Sports Performance Analytics Specialization at Coursera Highlights
Sports Performance Analytics Specialization
at Coursera
- Earn a certificate upon completion from Coursera
Sports Performance Analytics Specialization at Coursera Course details
Sports Performance Analytics Specialization
at Coursera
Skills you will learn
More about this course
- Sports analytics has emerged as a field of research with increasing popularity propelled, in part, by the real-world success illustrated by the best-selling book and motion picture, Moneyball
- Analysis of team and player performance data has continued to revolutionize the sports industry on the field, court, and ice as well as in living rooms among fantasy sports players and online sports gambling
- Drawing from real data sets in Major League Baseball (MLB), the National Basketball Association (NBA), the National Hockey League (NHL), the English Premier League (EPL-soccer), and the Indian Premier League (IPL-cricket), learn how to construct predictive models to anticipate team and player performance
- Also replicate the success of Moneyball using real statistical models, use the Linear Probability Model (LPM) to anticipate categorical outcomes variables in sports contests, explore how teams collect and organize an athlete performance data with wearable technologies, and how to apply machine learning in a sports analytics context
- This introduction to the field of sports analytics is designed for sports managers, coaches, physical therapists, as well as sports fans who want to understand the science behind athlete performance and game prediction
Sports Performance Analytics Specialization at Coursera Curriculum
Sports Performance Analytics Specialization
at Coursera
Foundations of Sports Analytics: Data, Representation, and Models in Sports
Moneyball and Beyond
Prediction Models with Sports Data
Wearable Technologies and Sports Analytics
Sports Performance Analytics Specialization at Coursera Admission Process
Sports Performance Analytics Specialization
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
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Sports Performance Analytics Specialization
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