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Predictive Modeling in R With Tidymodels and NFL Attendance

Julia Silge via YouTube

Overview

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This introductory course demonstrates predictive modeling in R with the tidymodels framework. Using NFL attendance data, it covers exploratory analysis, linear regression and random forest models, model evaluation, visualization, and resampling.

Syllabus

Introduction
Getting the data
Splitting the data
Building simple models
Evaluating the models
Visualization
Attendance split
Results visualization

Taught by

Julia Silge

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