Football Analytics with Python & R: Learning Data Science Through the Lens of Sports

Football fans, teams, and gamblers use data to gain an edge against the competition. This concise book provides a clear introduction to using statistical models to analyze football data, helping to produce a winning team, dominate fantasy football leagues, qualify for an entry-level football analyst position, or simply learn R and Python.

Format: Paperback / softback
Length: 349 pages
Publication date: 01 September 2023
Publisher: O'Reilly Media

Baseball is not the only sport to employ the innovative strategy known as "moneyball." American football enthusiasts, teams, and gamblers are increasingly leveraging data to gain a competitive advantage. Professional and college teams utilize data to assist in player selection and identify team requirements. Fans employ data to inform their fantasy team picks and strategies. Sports bettors and fantasy football players also rely on data to make informed decisions. This concise book serves as an accessible introduction to utilizing statistical models to analyze football data. Whether your objective is to assemble a winning team, dominate your fantasy football league, secure an entry-level football analyst position, or simply explore the world of R and Python through engaging example cases, this book serves as your ideal starting point. You will acquire the skills to:

Apply fundamental statistical concepts to football datasets

Describe football data using quantitative methods

Create efficient workflows that yield reproducible results

Utilize data science skills such as web scraping, data manipulation, and data visualization

Implement statistical models for football data

Link data summaries and model outputs to create reports or presentations using tools like R Markdown and R Shiny

and much more!

The use of data in football has gained significant traction in recent years, driven by advancements in technology and the availability of vast amounts of data. With the help of statistical models, football enthusiasts, teams, and gamblers can gain a deeper understanding of the game, make more informed decisions, and ultimately achieve success on the field. Whether you are a seasoned football fan or just starting to explore the world of data analysis, this book provides valuable insights and practical techniques to help you unlock the full potential of football data. So, grab your copy today and start your journey towards becoming a data-driven football expert!

Weight: 620g
Dimension: 178 x 234 x 23 (mm)
ISBN-13: 9781492099628