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Julia for Data Science

Source for juliafordatascience.com — a blog about using Julia for data science, statistics, and scientific computing.

Built with Quarto and deployed to GitHub Pages via GitHub Actions.

Local Development

Prerequisites: Quarto and Julia

# Install Julia dependencies
julia --project=. -e 'using Pkg; Pkg.instantiate()'

# Preview the site (live reload)
quarto preview

# Render the full site
quarto render

Posts that execute Julia code have their own Project.toml in their subdirectory. The CI workflow installs all of them automatically.

Structure

posts/
  from_ghost/      # Posts migrated from the original Ghost site
  heyjoshday.com/  # Posts migrated from heyjoshday.com
  2025/            # New posts

Contributing

Contributions are welcome — open an issue or pull request on GitHub.

Contributors