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Hello! It's nice to meet you 👋

I am a data scientist and software engineer at Posit PBC where I work on open source MLOps tooling. My last name is pronounced SILL-GHEE (two syllables, short i, hard g). I love making beautiful charts, the statistical programming language R, Jane Austen, black coffee, and red wine.

In school, I studied physics and astronomy; I worked in academia (teaching and doing research) and ed tech before moving into data science in 2015 and discovering R. I am an author, an international speaker, and a real-world practitioner focusing on data analysis and machine learning. I have written books with my collaborators about text mining, supervised machine learning for text, and modeling with tidy data principles in R.

I live in Salt Lake City, UT, with my husband, three kids, and two cats.

You can find me elsewhere at:

Julia Silge's Projects

akc icon akc

Automatic knowledge classification based on keyword co-occurrrence network

asepelt-2024 icon asepelt-2024

Text mining with tidy data principles at Congreso ASEPELT 2024

bigbookofr icon bigbookofr

The biggest collection of R books (and maybe later some other resources too)

blog_by_hugo icon blog_by_hugo

First Hugo version of my blog, built with blogdown :link:

caret-ml-course icon caret-ml-course

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

data-police-shootings icon data-police-shootings

The Washington Post is compiling a database of every fatal shooting in the United States by a police officer in the line of duty in 2015 and 2016.

dcflights21 icon dcflights21

An R package supplying data on out-bound flights from airports serving Washington, DC in 2021

dear-github-2.0 icon dear-github-2.0

📨 An open letter to GitHub from the maintainers of open source projects

deming2018 icon deming2018

Presentation for Deming Conference in December 2018

devtools icon devtools

Tools to make an R developer's life easier

dials icon dials

Tools for creating tuning parameter values

embed icon embed

Extra recipes for categorical predictor embeddings

funrar icon funrar

:package: R package to characterize Functional Rarity

future-meetups icon future-meetups

This is a working list of topics to be presented in future SLC R User Group Meetups.

gendercoder icon gendercoder

Creating R package to code free text gender responses

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