Julia Silge

I’m an international keynote speaker and real-world practitioner focused on data analysis and machine learning. I love making beautiful charts, the statistical programming language R, and Jane Austen.

Work

Data scientist & software engineer at RStudio PBC
Location

Salt Lake City, UT
Joined

Jul 18, 2017

Julia Silge

Aug 1

Get started with tidymodels and the Palmer penguins 🐧

#machinelearning #datascience #rstats #tutorial

6 min read

Announcing our new book 📖! Supervised Machine Learning for Text Analysis in R

#machinelearning #datascience #rstats

2 min read

Julia Silge

Jul 15

Predicting astronaut mission duration 👩‍🚀🚀 with bootstrap aggregation

#machinelearning #datascience #tutorial #rstats

7 min read

Julia Silge

Jul 1

The Bechdel test and the X-Mansion with bootstrap resampling 🦸‍♀️🦸‍♂️

#machinelearning #datascience #rstats #tutorial

6 min read

Julia Silge

Jun 18

Impute missing data for historical trans-Atlantic slave voyages

#machinelearning #datascience #rstats #tutorial

8 1

8 min read

Julia Silge

May 27

PCA and UMAP with cocktail recipes 🥃🍸🍹

#machinelearning #datascience #tutorial #rstats

6 min read

Julia Silge

May 27

Learn about log odds and empirical Bayes with cocktail 🍸 recipes

#datascience #rstats #tutorial

15 1

6 min read

Julia Silge

May 22

Tune XGBoost with beach volleyball data 🏐

#machinelearning #datascience #tutorial #rstats

9 min read

Julia Silge

May 18

Learn supervised machine learning with my free interactive course

#machinelearning #datascience #rstats

2 min read

Julia Silge

May 13

Multinomial classification for volcano eruptions 🌋 with tidymodels

#machinelearning #datascience #tutorial #rstats

7 min read

Julia Silge

May 6

Building a sentiment analysis model with Animal Crossing user reviews

#machinelearning #datascience #tutorial #rstats

11 1

8 min read

Julia Silge

Jul 17

Predicting fines for GDPR violations with tidymodels

#machinelearning #datascience #tutorial #rstats

8 min read

Julia Silge

May 15

Principal component analysis and the best hip hop songs ever

#machinelearning #datascience #tutorial #rstats

10 min read

Julia Silge

May 1

Bootstrap resampling with #TidyTuesday beer production data

#tutorial #rstats #datascience #machinelearning

5 min read

Julia Silge

Apr 30

Tuning random forest hyperparameters in R with #TidyTuesday trees data

#datascience #machinelearning #rstats #tutorial

7 min read

Julia Silge

Jun 29

Lasso regression for IMDB ratings of The Office

#machinelearning #datascience #rstats #tutorial

9 min read

Julia Silge

May 4

Practice handling dates in R with lubridate... THEATRICALLY

#rstats #datascience #tutorial

8 min read

Julia Silge

skills/languages

projects and hacks

Get started with tidymodels and the Palmer penguins 🐧

Recent Comments

Announcing our new book 📖! Supervised Machine Learning for Text Analysis in R

Predicting astronaut mission duration 👩‍🚀🚀 with bootstrap aggregation

The Bechdel test and the X-Mansion with bootstrap resampling 🦸‍♀️🦸‍♂️

Impute missing data for historical trans-Atlantic slave voyages

PCA and UMAP with cocktail recipes 🥃🍸🍹

Learn about log odds and empirical Bayes with cocktail 🍸 recipes

Tune XGBoost with beach volleyball data 🏐

Learn supervised machine learning with my free interactive course

Multinomial classification for volcano eruptions 🌋 with tidymodels

Building a sentiment analysis model with Animal Crossing user reviews

Predicting fines for GDPR violations with tidymodels

Principal component analysis and the best hip hop songs ever

Bootstrap resampling with #TidyTuesday beer production data

Tuning random forest hyperparameters in R with #TidyTuesday trees data

Lasso regression for IMDB ratings of The Office

Practice handling dates in R with lubridate... THEATRICALLY

Julia Silge

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