data science ish
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My name is Julia Silge and I am a data scientist at Stack Overflow. I work in data science where my background in astronomy, physics, and education has given me a strong foundation for using data to answer interesting questions.
data science ish
3M ago
Let’s use summarization and visualization to explore how the numbers of polling places have changed in the United States ..read more
data science ish
4M ago
Which writers of Doctor Who episodes are rated the most highly? Let’s use empirical Bayes to find out ..read more
data science ish
5M ago
Today is Election Day in the United States, so let’s use logistic regression modeling to explore vote share in US House elections ..read more
data science ish
6M ago
Learn how to fit and interpret an unsupervised text model for all of Taylor Swift’s ERAS ..read more
data science ish
7M ago
He’s here, he’s there, he’s every f*cking where, and we’re finding bootstrap confidence intervals ..read more
data science ish
8M ago
Use workflowsets to evaluate multiple possible models to predict whether email is spam ..read more
data science ish
9M ago
Learn about different kinds of metrics for evaluating classification models, and how to compute, compare, and visualize them ..read more
data science ish
1y ago
Can we predict childcare costs in the US using an xgboost model? In this blog post, learn how to use early stopping for hyperparameter tuning ..read more
data science ish
1y ago
Learn how to train and deploy a model with R and vetiver on AWS SageMaker infrastructure ..read more
data science ish
1y ago
High quality text embeddings are becoming more available from companies like OpenAI. Learn how to obtain them and then use them for text analysis ..read more