Price loading...

Introduction to NFL Analytics with R (Chapman & Hall/CRC Data Science Series)

Software & Graphics

Price data last checked 95 day(s) ago - refreshing...

View at Amazon

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

It has become difficult to ignore the analytics movement within the NFL. An increasing number of coaches openly integrate advanced numbers into their game plans, and commentators, throughout broadcasts, regularly use terms such as air yards, CPOE, and EPA on a casual basis. This rapid growth, combined with an increasing accessibility to NFL data, has helped create a burgeoning amateur analytics movement, highlighted by the NFL’s annual Big Data Bowl. Because learning a coding language can be a difficult enough endeavor, Introduction to NFL Analytics with R is purposefully written in a more informal format than readers of similar books may be accustomed to, opting to provide step-by-step instructions in a structured, jargon-free manner. Key Coverage: Installing R, RStudio, and necessary packages Working and becoming fluent in the tidyverse Finding meaning in NFL data with examples from all the functions in the nflverse family of packages Using NFL data to create eye-catching data visualizations Building statistical models starting with simple regressions and progressing to advanced machine learning models using tidymodels and eXtreme Gradient Boosting The book is written for novices of R programming all the way to more experienced coders, as well as audiences with differing expected outcomes. Professors can use Introduction to NFL Analytics with R to provide data science lessons through the lens of the NFL, while students can use it as an educational tool to create robust visualizations and machine learning models for assignments. Journalists, bloggers, and arm-chair quarterbacks alike will find the book helpful to underpin their arguments by providing hard data and visualizations to back up their claims.

Product Specifications

Format: paperback
ASIN: 1032427752
Category: Books > Subjects > Computing & Internet > Software & Graphics
Domain: Amazon UK
Release Date: 19 December 2023
Listed Since: 24 June 2023

Barcode

No barcode data available

Introduction to NFL Analytics with R (Chapman & Hall/CRC Data Science Series)

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Introduction to NFL Analytics with R (Chapman & Hall/CRC Data Science Series)

Soccer Analytics: An Introduction Using R (Chapman & Hall/CRC Data Science Series)

Predictive Modelling for Football Analytics (Chapman & Hall/CRC Data Science Series)

Exploring Data Science with R and the Tidyverse: A Concise Introduction

Analyzing Baseball Data with R (Chapman & Hall/CRC The R Series)

Introduction to Data Science: Data Wrangling and Visualization with R (Chapman & Hall/CRC Data Science Series)

Data Science for Infectious Disease Data Analytics: An Introduction with R (Chapman & Hall/CRC Data Science Series)

An Introduction to Data Analysis in R: Hands-on Coding, Data Mining, Visualization and Statistics from Scratch (Use R!)

Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving (Chapman & Hall/CRC The R Series)

Computational Statistics: An Introduction to R

Introduction to R Programming Language - Data Science Guide

Functional Data Analysis with R (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Tidy Finance with R (Chapman & Hall/CRC The R Series)

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse (Chapman & Hall/CRC The R Series)

Sports Analytics in Practice with R

A Practical Machine Learning with R: Tutorials and Case Studies

R Programming: Statistical Data Analysis in Research

Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving (Chapman & Hall/CRC: The R Series)

Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series)

CRC Press R for Political Data Science: A Practical Guide

Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series)

Data Science: A First Introduction (Chapman & Hall/CRC Data Science Series)

Modern Data Visualization with R (Chapman & Hall/CRC The R Series)

Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series)