Sports Analytics in Practice with R
Author | : Ted Kwartler |
Publisher | : John Wiley & Sons Incorporated |
Total Pages | : 0 |
Release | : 2021-12 |
ISBN-13 | : 1119598087 |
ISBN-10 | : 9781119598084 |
Rating | : 4/5 (84 Downloads) |
Download or read book Sports Analytics in Practice with R written by Ted Kwartler and published by John Wiley & Sons Incorporated. This book was released on 2021-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to R -- Data Vizualization & Dashboards: Best practices -- Geospatial Data: Understanding changing baseball player behavior -- Machine Learning Basics: Modeling football draft patterns, pick number & clusters among athletes -- Logistic Regression: Explaining basketball wins & losses with coefficients -- Natual Language Processing: Understanding cricket fan topics & sentiment -- Linear Optimization: Programmatically seleting an optimal fantasy football lineup.