3  Reproducibile Data Science

Data science projects should be reproducible to be trustworthy. Dynamic documents facilitate reproducibility. Quarto is an open-source dynamic document preparation system, ideal for scientific and technical publishing. From the official websites, Quarto can be used to:

• Create dynamic content with Python, R, Julia, and Observable.
• Author documents as plain text markdown or Jupyter notebooks.
• Publish high-quality articles, reports, presentations, websites, blogs, and books in HTML, PDF, MS Word, ePub, and more.
• Author with scientific markdown, including equations, citations, crossrefs, figure panels, callouts, advanced layout, and more.

Of course, Quarto can be used to write homework, exams, and reports in this course.

To get started, see documentation at Quarto.

A template for homework is in this repo: hwtemp.qmd.