YoVDO

Get Started With Tidymodels Using Vaccination Rate Data

Offered By: Julia Silge via YouTube

Tags

R Programming Courses Data Analysis Courses Data Visualization Courses Confidence Intervals Courses Predictive Modeling Courses Classification Models Courses tidymodels Courses

Course Description

Overview

Explore the tidymodels packages in R using #TidyTuesday data on MMR vaccination rates by state in this informative 26-minute tutorial. Learn to create classification models, make predictions, calculate confidence intervals, and visualize results. Dive into Bayesian modeling techniques, compare different modeling approaches, and gain practical experience in fitting and evaluating models using real-world vaccination data.

Syllabus

Introduction
Data
measles DF
classification model
predict
confidence interval
visualization
Bayesian model
Student T
Fitting
Finished model
Comparing results
Conclusion


Taught by

Julia Silge

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