Blogging with Quarto 📓
Learn to work with Quarto, to write prose and analyse data at the same time. Create and update a blog using Quarto and then publish it online using Netlify
R4DEV
A hands-on workshop · running since 2022
More fiction is written in Excel than in Word.
Learn to turn messy information into reproducible analysis, compelling visualisations, interactive applications, and AI-assisted workflows – all in R.
All progress is piecemeal, so the workshop improves permanently. Keep the Posit cheat sheets and the tidyverse style guide close. Thanks to Zélie, Rebecca, Rossana, Romane, Emma, Shivona, Maria, Valeria, Laura, Sofia, Maëlle and many others who tested, often with their patience, earlier versions of this workshop.
Learning tracks
Three tracks, nineteen lessons. Each is self-contained enough to enter on its own, but reads best in order.
Build with R
Retrieve, transform, visualise, communicate, and scale data workflows with R.
View track →Work with AI
Use large language models as programmable tools for extraction, analysis, retrieval, and application development.
View track →Think with data
Reason clearly about uncertainty, inference, models, causality, and Bayesian evidence.
View track →New to R4DEV? Start here for prerequisites, install steps, and a recommended route through the material.
Build with R
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Work with AI
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Think with data
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Resources
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