Learn to predict giant pumpkin weights using tidymodels workflowsets in this 37-minute tutorial. Explore #TidyTuesday data on giant pumpkin competitions through visualizations, including smoother lines and box plots. Dive into modeling techniques such as splines and parallel processing. Evaluate multiple preprocessing and modeling approaches simultaneously. Analyze results using various metrics and tidy the output. Access the complete code on Julia Silge's blog for further reference and practice.
Overview
Syllabus
Introduction
Exploratory visualization
Smoother lines
Box plots
Modeling
Splines
Workflowset
Parallel processing
Results
Metrics
Tidy it
Taught by
Julia Silge
