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Foundations of Sports Analytics: Data, Representation, and Models in Sports に戻る

ミシガン大学(University of Michigan) による Foundations of Sports Analytics: Data, Representation, and Models in Sports の受講者のレビューおよびフィードバック

4.4
100件の評価

コースについて

This course provides an introduction to using Python to analyze team performance in sports. Learners will discover a variety of techniques that can be used to represent sports data and how to extract narratives based on these analytical techniques. The main focus of the introduction will be on the use of regression analysis to analyze team and player performance data, using examples drawn from the National Football League (NFL), the National Basketball Association (NBA), the National Hockey League (NHL), the English Premier LEague (EPL, soccer) and the Indian Premier League (IPL, cricket). This course does not simply explain methods and techniques, it enables the learner to apply them to sports datasets of interest so that they can generate their own results, rather than relying on the data processing performed by others. As a consequence the learning will be empowered to explore their own ideas about sports team performance, test them out using the data, and so become a producer of sports analytics rather than a consumer. While the course materials have been developed using Python, code has also been produced to derive all of the results in R, for those who prefer that environment....

人気のレビュー

KY

2021年8月26日

Great course. Although this course focuses on sports analysis, the analyzing process I learned from it can apply to any other areas of analysis.

KJ

2021年7月5日

Best course to interact with data representation programming and libraries, especially for the great sports fan.

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