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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.
Learn to predict Scooby Doo monsters' status using a decision tree model with Julia Silge. Understand model tuning and visualization in under an hour.
Learn to predict Airbnb prices in NYC using a custom metric with Julia Silge's screencast. Master combining tabular and text data in under an hour.
Explore handling class imbalance in modeling with Julia Silge, using aircraft wildlife strike data. Learn about classification metrics in less than an hour.
Learn to tune decision tree models and explore partial dependence profiles with Julia Silge's screencast. Less than 1 hour workload.
Learn to predict Sierra Leone's water availability using random forest models with Julia Silge in under an hour.
Learn to estimate CEO departures using bootstrap resampling with a generalized linear model in less than an hour with Julia Silge.
Learn to build ML features from Netflix text data using tidymodels with Julia Silge. Train a support vector machine model in under an hour.
Learn to predict Hawaiian post offices using #TidyTuesday data with Julia Silge's screencast. Master tidymodels in under an hour.
Learn to estimate changes in Super Bowl commercial characteristics using bootstrap confidence intervals with tidymodels functions in under an hour with Julia Silge.
Learn to analyze demographic employment data using k-means with Julia Silge in under an hour. Understand industry similarities based on demographics.
Learn to train a regularized regression model with text features using tidymodels in less than an hour with Julia Silge. Explore art changes over time.
Learn to predict Canadian wind turbine capacity using decision trees and tidymodels with Julia Silge in under an hour.
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