Talk recordings and workshop materials from posit::conf(2025)
posit::conf(2025) in Atlanta may have wrapped up back in September, but the learning and exploration are just beginning! We are thrilled to announce that the complete collection of conference session recordings is now on YouTube.
Thanks to our inspiring speakers and technical experts, we’ve gathered a wealth of resources for the entire data science community. You can now access over 2,500 hours of content covering the full spectrum of modern data science. Learn about Positron, Shiny for Python, new AI-powered tools like ellmer, chatlas, and ragnar, solutions for machine learning governance, cloud deployment with AWS, Databricks, and Snowflake, best practices for Posit Pro products, and so much more!
Enjoy, and see you at posit::conf(2026), Sept 14-16 in Houston! Sign up for event updates on our subscription page.
Talk recordings
Keynote and talk recordings are available on YouTube.
Explore talk titles, speakers, and YouTube links in the table below.
Workshop materials
The first day of conf consisted of workshops delivered by data science experts from Posit and beyond. The workshop materials are free to use and share under the CC BY-SA 4.0 License. We don’t record the workshops, but the source code is available on GitHub.
| Workshop | Instructor(s) | Links |
|---|---|---|
| Branded Websites, Presentations, Dashboards, and PDFs with Quarto | Isabella Velasquez, Sara Altman | repo | website |
| Causal Inference in R | Malcolm Barrett, Lucy D’Agostino McGowan | repo | website |
| Data Science Workflows with Posit Tools - R Focus | Sam Edwardes, Ryan Johnson | repo |
| Data Talks: How to make your data science accessible | Acacia Duncan, Blythe Coons | materials |
| Deploying reproducible analytics environments for regulated use cases | James Black, Doug Kelkhoff, Michael Mayer, Rafael Pereira | repo | slides |
| End-to-End Submissions in R with the Pharmaverse | Daniel D. Sjoberg, Becca Krouse, Ben Straub, Rammprasad Ganapathy | repo | website |
| Extending Quarto | Mine Çetinkaya-Rundel, Charlotte Wickham | repo | website |
| From R User to R Programmer | Emma Rand, Ian Lyttle | repo | materials |
| Getting More Out of Feature Engineering and Tuning for Machine Learning | Max Kuhn, Emil Hvitfeldt | website |
| Introduction to machine learning in R with tidymodels | Simon Couch | website |
| Machine learning with scikit-learn in Python | Tiffany Timbers, Katie Burak | repo | website |
| Mastering Data Visualization with ggplot2: Latest Techniques and Best Practices | Thomas Pedersen, Teun Van den Brand | repo | website |
| Package Development: The Rest of the Owl | Jenny Bryan | repo |
| Programming with LLM APIs: A Beginner’s Guide in R and Python | Joe Cheng, Garrick Aden-Buie | repo | materials |
| R in Production | Hadley Wickham | repo |
| Shiny for Python | Daniel Chen | repo | website |
| Shiny for R | Colin Rundel | repo | website |
Join us next year!
Mark your calendars: posit::conf(2026) will take place in Houston, Texas, from September 14 to 16. Sign up for our Events emails to stay updated on ticket sales.
In the meantime:
- Check out our quick posit::conf(2025) recap.
- Join us at a variety of upcoming events, including weekly conversations and monthly demos.
Isabella Velásquez
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