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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.

Salt Lake City, UT Joined on Jul 18, 2017 https://juliasilge.com/

Work

Data scientist & software engineer at RStudio PBC

May 7

Predict water availability 🚰 in Sierra Leone with random forests

#machinelearning #datascience #rstats #tutorial

5 min read

Working as a Data Scientist at Stack Overflow, with Julia Silge

Aw shucks, Ben! That means a lot. 🙌

Jul 26 '17

May 1

Estimate change in CEO departures with bootstrap resampling

#datascience #tutorial #rstats

4 min read

May 1

Which Netflix titles are movies and which are TV shows? 📺

#machinelearning #datascience #tutorial #rstats

6 min read

Apr 22

Use subword features to find which post offices are in Hawaii 🌺

#datascience #machinelearning #rstats #tutorial

8 min read

Apr 15

Dimensionality reduction of United Nations voting patterns 🌍

#machinelearning #datascience #rstats #tutorial

4 min read

Apr 15

Bootstrap confidence intervals for Super Bowl commercials 🏈

#datascience #tutorial #rstats

4 min read

Feb 21

Understand inequality in student debt 🎓 with linear modeling

#datascience #rstats

3 min read

Feb 21

Learn tidytext with my new learnr course

#datascience #rstats #nlp

3 min read

Jan 16

Explore art over time in the Tate collection 🖼

#machinelearning #datascience #rstats #tutorial

10 min read

Dec 4 '20

Code generation for tuning random forests using IKEA furniture prices 🛋

#machinelearning #datascience #tutorial #rstats

5 min read

Oct 29 '20

Tune and interpret decision trees for wind turbine capacity 🌬

#machinelearning #datascience #tutorial #rstats

7 min read

Oct 16 '20

Predicting class membership for the Datasaurus Dozen 🦖

#machinelearning #datascience #tutorial #rstats

7 min read

Oct 7 '20

Modeling NCAA women's 🏀 tournament seeds

#machinelearning #datascience #tutorial #rstats

8 min read

Sep 25 '20

Introducing our new book, Tidy Modeling with R 📖

#machinelearning #datascience #rstats

1 min read

Sep 23 '20

Handle class imbalance in modeling Himalayan climbing expeditions ⛰

#machinelearning #datascience #rstats #tutorial

11 min read

Sep 2 '20

Modeling crop yields 🌽🍚🌾 with tidy data principles

#datascience #rstats #tutorial

4 min read

Aug 14 '20

Build a predictive text model for The Last Airbender

#machinelearning #datascience #rstats #tutorial

7 min read

Aug 1 '20

Get started with tidymodels and the Palmer penguins 🐧

#machinelearning #datascience #rstats #tutorial

6 min read

Jul 24 '20

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

#machinelearning #datascience #rstats

2 min read

Jul 15 '20

Predicting astronaut mission duration 👩‍🚀🚀 with bootstrap aggregation

#machinelearning #datascience #tutorial #rstats

7 min read

Jul 1 '20

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

#machinelearning #datascience #rstats #tutorial

6 min read

Jun 18 '20

Impute missing data for historical trans-Atlantic slave voyages

#machinelearning #datascience #rstats #tutorial

8 min read

May 27 '20

PCA and UMAP with cocktail recipes 🥃🍸🍹

#machinelearning #datascience #tutorial #rstats

6 min read

May 27 '20

Learn about log odds and empirical Bayes with cocktail 🍸 recipes

#datascience #rstats #tutorial

6 min read

May 22 '20

Tune XGBoost with beach volleyball data 🏐

#machinelearning #datascience #tutorial #rstats

9 min read

May 18 '20

Learn supervised machine learning with my free interactive course

#machinelearning #datascience #rstats

2 min read

May 13 '20

Multinomial classification for volcano eruptions 🌋 with tidymodels

#machinelearning #datascience #tutorial #rstats

7 min read

May 6 '20

Building a sentiment analysis model with Animal Crossing user reviews

#machinelearning #datascience #tutorial #rstats

8 min read

Jul 17 '20

Predicting fines for GDPR violations with tidymodels

#machinelearning #datascience #tutorial #rstats

8 min read

May 15 '20

Principal component analysis and the best hip hop songs ever

#machinelearning #datascience #tutorial #rstats

10 min read

May 1 '20

Bootstrap resampling with #TidyTuesday beer production data

#tutorial #rstats #datascience #machinelearning

5 min read

Apr 30 '20

Tuning random forest hyperparameters in R with #TidyTuesday trees data

#datascience #machinelearning #rstats #tutorial

7 min read

Jun 29 '20

Lasso regression for IMDB ratings of The Office

#machinelearning #datascience #rstats #tutorial

9 min read

May 4 '20

Practice handling dates in R with lubridate... THEATRICALLY

#rstats #datascience #tutorial

8 min read

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