PCA and UMAP with tidymodels and cocktail recipes

You can use tidymodels both for supervised and unsupervised machine learning approaches. Check out how to implement two kinds of unsupervised dimensionality reduction using #TidyTuesday data on cocktail recipes. You can see the code here on my blog: https://juliasilge.com/blog/cocktail-...