Course Content
Intro to Football Analytics Curriculum
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Setting Up Your R Environment for NFL Analytics
Cleaning and Filtering NFL Player Data
Summarizing and Aggregating Play-By-Play Data
Visualizing NFL Team Performance with ggplot2
Analyzing Late-Game Play-Calling and Clutch Performance
Evaluating Team Performance Metrics with Linear Regression
Analyzing Regression Model Results
Analyzing Weekly Performance and Point Differential
Predicting Fourth Down Conversion Success
Evaluating Logistic Regression Model Performance
Field Goal Success Probability
Intermediate Football Analytics in R

Aggregate offensive and defensive team stats from play-by-play data to analyze passing, rushing, and total yardage performance.

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