Start learning about Sports Performance Analytics by enrolling in the Sports Performance Analytics Specialization Certification Program.
University of Michigan
The success of sports analytics in real life, as exemplified by the best-selling book and movie Moneyball, has led to the rise in popularity of this field of study. 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.
You will learn how to build predictive models to forecast team and player performance using real data sets from 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).
You will also learn how to use real statistical models to replicate the success of Moneyball, how to use the Linear Probability Model (LPM) to predict categorical outcome variables in sporting events, how teams use wearable technologies to collect and organise athlete performance data, and how to apply machine learning in the context of sports analytics.
An outstanding Sports Performance Analytics Specialization Certificate that increases your chances of landing the best jobs.
An opportunity to stand out from the competition and make a more significant impression on potential employers.
Robust validation of your Sports Performance Analytics skills confirms that you can complete all related tasks.
The Sports Performance Analytics Specialization Certificate course provides ample networking opportunities for participants. Learners can connect with classmates and industry professionals through cooperative exercises, group discussions, and interactive seminars.
The course is majorly based on the knowledge of the fundamentals of reinforcement learning (RL). With the help o...
Join NowTThis course provides an overview of the current opportunities and reach of computational social science. Starti...
Join NowThe course is on the introduction of network analysis with the help of tutorials. Here the tutorial will be base...
Join NowThe data analyst of every genre must be familiar with the technologies associated with distributed data processi...
Join Now