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Learn to handle high cardinality predictors with tidymodels in under an hour with Julia Silge, using UK museum data. Includes feature engineering and model setup.
Learn to set up prediction endpoints using vetiver with Julia Silge's screencast, focusing on a model predicting Bigfoot sightings. Less than 1-hour workload.
Learn to predict the number of pieces in LEGO sets and deploy the model using Docker in less than an hour with Julia Silge.
Explore the gender pay gap in the UK through three robust approaches with Julia Silge in less than an hour.
Learn to handle model coefficients and intervals using tidymodels with Julia Silge. Understand collegiate sports expenditures through linear modeling in under an hour.
Learn Poisson regression with tidymodels in under an hour with Julia Silge. Understand how R package releases relate to the number of vignettes.
Learn advanced modeling techniques with Julia Silge using board game ratings data. Master feature engineering, xgboost tuning, and explainability methods in under an hour.
Learn unsupervised machine learning with Julia Silge using R for topic modeling on Spice Girls lyrics in under an hour.
Learn to predict Doctor Who viewership using a tidymodels workflow with Julia Silge in less than an hour. Gain control over your modeling objects.
Learn to evaluate multiple preprocessing and modeling approaches using tidymodels workflowsets with Julia Silge. Ideal for data on giant pumpkin competitions. Less than 1-hour workload.
Learn to build, tune, and evaluate a multiclass lasso model for economic research papers with Julia Silge in less than an hour.
Learn modeling basics with Julia Silge using tidymodels and #TidyTuesday data on Australian bird baths. Less than 1-hour workload.
Learn to predict human/computer interactions from Star Trek data using tidymodels workflowsets with Julia Silge in less than an hour.
Learn to predict Austin's housing prices using tidymodels and xgboost in under an hour with Julia Silge. Includes feature engineering and model tuning.
Learn to enhance xgboost modeling efficiency with early stopping, using animal shelter data, in less than an hour with Julia Silge.
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