Julia Silge

tidy-text-mining. Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

tidytext. Text mining using tidy tools :sparkles::page_facing_up::sparkles:

widyr. Widen, process, and re-tidy a dataset

supervised-ML-case-studies-course. Supervised machine learning case studies in R! 💫 A free interactive tidymodels course

women-in-film. Code and analysis for the Pudding's text mining project 🎥💃🏻

tidylo. Weighted tidy log odds ratio ⚖️

janeaustenr. An R Package for Jane Austen's Complete Novels :orange_book:

modelops-playground. Experiments and use cases for model monitoring and updating 🧮

tidymodels-tutorial. Introduction to ML with R using tidymodels

learntidytext. Learn about text mining 📄 with tidy data principles

silgelib. Personal R package

juliasilge.com. My blog, built with blogdown and Hugo :link:

intro_to_shiny. Introduction to Shiny workshop for satRday conference

old_bloggy_blog. My older Jekyll blog, based on the So Simple theme :link:

deploytidymodels. Version, share, and deploy tidymodels workflows

tidytext-tutorial. Materials for leading tutorials on text mining using tidy data principles

ibm-ai-day. Presentation for IBM Community Day AI

sdss2019. Presentation for short course at Symposium on Data Science and Statistics in May 2019

caret-ML-course. Supervised machine learning case studies with caret in R! 🌟 A free interactive course

sherlock-holmes. Files for Sherlock Holmes analysis

course-ML-tidymodels. Temporary repo to build new version of course

deming2018. Presentation for Deming Conference in December 2018

vetiverdemo. Demos for MLOps with vetiver

opioids. Analysis of opioid use in Texas

packagesurvey. Survey of R users on package discovery 📦

learning-sql. A repository to use as I learn about relational algebra, databases, and SQL

useR-2025. Slides for talk on outgrowing your laptop at useR in August 2025

ml-maintenance-2023. Talk for posit::conf() 2023 on reliable maintenance of machine learning models

stacksurveyapp. Shiny app for the Stack Overflow Developer Survey

jsm2018. Presentations for JSM 2018

tada2022. Text as Data (TADA 🪄) Conference 2022

byu-seminar. Seminar on word embeddings at BYU

scipy2024. Keynote on July 10, 2024 for SciPy 2024

mlops-rstudio-meetup. RStudio Enterprise Meetup on MLOps with vetiver 🏺 in Python and R