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Predict Giant Pumpkin Weights With Tidymodels Workflowsets

Julia Silge via YouTube

Overview

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This course demonstrates how to use tidymodels workflowsets to explore multiple preprocessing and modeling approaches while predicting giant pumpkin weights. It covers data preparation, exploratory visualization, resampling, model comparison, and final prediction.

Syllabus

Introduction
Exploratory visualization
Smoother lines
Box plots
Modeling
Splines
Workflowset
Parallel processing
Results
Metrics
Tidy it

Taught by

Julia Silge

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