---
name: data-science
description: A data-science loop — reproducibility, data validation, and methodology review on every substantial change to a pipeline, model, or analysis.
metadata:
  title: Data Science
---

Working with data and models. This preset adds the disciplines that generic code
review misses on an analysis or training pipeline: can someone reproduce it, is the
data actually valid, and does the method support the claim. Pick it for data
pipelines, notebooks, model training, and analyses — in any language.
