juliasilge/tidytext-tutorial

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juliasilge/tidytext-tutorial

juliasilge

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Materials for leading tutorials on text mining using tidy data principles

tidytext

Text mining using tidy tools ✨📄✨

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 🎥💃🏻

janeaustenr

An R Package for Jane Austen's Complete Novels 📙

tidylo

Weighted tidy log odds ratio ⚖️

modelops-playground

Experiments and use cases for model monitoring and updating 🧮

silgelib

Personal R package

learntidytext

Learn about text mining 📄 with tidy data principles

tidymodels-tutorial

Introduction to ML with R using tidymodels

juliasilge.com

My blog, built with blogdown and Hugo 🔗

intro_to_shiny

Introduction to Shiny workshop for satRday conference

old_bloggy_blog

My older Jekyll blog, based on the So Simple theme 🔗

deploytidymodels

Version, share, and deploy tidymodels workflows

ibm-ai-day

Presentation for IBM Community Day AI

caret-ML-course

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

sdss2019

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

sherlock-holmes

Files for Sherlock Holmes analysis

course-ML-tidymodels

Temporary repo to build new version of course

blog_by_hugo

First Hugo version of my blog, built with blogdown 🔗

deming2018

Presentation for Deming Conference in December 2018

plotly-quarto-ghpages

GH pages + Quarto example for Plotly

vetiverdemo

Demos for MLOps with vetiver

neissapp

Shiny app for the NEISS data set

packagesurvey

Survey of R users on package discovery 📦

opioids

Analysis of opioid use in Texas

learning-sql

A repository to use as I learn about relational algebra, databases, and SQL

why-r-webinar

Webinar on word embeddings for Why R?

vamplyr

🎃 SPOOKY VIBES 🎃

nasanotebooks

Notebooks and other materials for NASA Datanauts projects 🌌☀️🚀

ml-maintenance-2023

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

normconf-simulation

Slides for talk at NormConf on efficient simulation for everyday ML decisions

jsm2018

Presentations for JSM 2018

ggplot2-tutorial

Just the best plots EVER 📊

stacksurveyapp

Shiny app for the Stack Overflow Developer Survey

tada2022

Text as Data (TADA 🪄) Conference 2022

byu-seminar

Seminar on word embeddings at BYU

toy-bookdown

Build bookdown on Linux

mlops-rstudio-meetup

RStudio Enterprise Meetup on MLOps with vetiver 🏺 in Python and R

scipy2024

Keynote on July 10, 2024 for SciPy 2024

populationapp

Shiny app exploring U.S. population density

fall2016competition

Materials for Utah Geek Events Fall 2016 College Scorecard Competition

Jupyter Notebook

southafricastats

Population and Mortality Statistics for South Africa

writing-about-tech

Talk for Code for Philly

choroplethrUTCensusTract

Shapefile, Metadata, and Visualization Functions for US Census Tracts in Utah 🌄

asepelt-2024

Text mining with tidy data principles at Congreso ASEPELT 2024

SLCWaterMapping

Code and a Shiny app exploring water use in Salt Lake City

so-offsite-2018

Presentation for Stack Overflow offsite in October 2018

holidaymovies

What movie should we watch? 🎄

juliasilge

PredictNamesApp

A Shiny App for exploring baby name popularity