Monthly Subscription Starting at AED 99 + VAT

Level Professional
المدة
الطبع بواسطة University of Michigan
Offered by

عن

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), you’ll learn how to construct predictive models to anticipate team and player performance. You’ll 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’s 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. New Python programmers and data analysts who are looking for a fun and practical way to apply their Python, statistics, or predictive modeling skills will enjoy exploring courses in this series.

Auto Summary

Unlock the potential of data science in sports with "Sports Performance Analytics." This engaging course, led by Coursera, dives into predictive models using real data from MLB, NBA, NHL, EPL, and IPL. Perfect for sports managers, coaches, physical therapists, and fans, it covers statistical models, machine learning, and wearable tech in sports. Ideal for beginners in Python and data analysts, this professional-level course offers a practical, fun way to enhance your skills. Subscribe with the Starter plan to begin your journey into sports analytics today!