University of Wisconsin–Madison

Author: Erwin Lares

From the Notebook to the Cluster workshop series

UW–Madison researchers who work with R are invited to attend a three-part, hands-on workshop illustrating how to create reproducible, portable, and scalable projects.

UW–Madison Posit Day: AI apps & dashboards

Join the Research Cyberinfrastructure team on September 17 for Posit Day, where topics related to Shiny and Querychat packages will be discussed.

Reproducibility with ir

ir runs R scripts and renders (or previews) Quarto documents that declare their own requirements. Learn more about this from an expert on the Data Science team.

Using the split, apply, combine pattern in R

Learn how to use the split, apply, combine pattern when trying to solve the problem of: one analysis, multiple datasets.

From the Notebook to the Cluster

Learn more about Part 0, a practical guide for beginning a research coding project.

Less maintenance, more science

A workflow built on three toolero functions that address drift structurally: a scaffold that doubles as a maintained source, a context-detection utility that replaces informal path patches, and a post-render hook that derives the submission script automatically.

Split, Apply, Combine

Walk through six approaches to the split-apply-combine pattern in R, from explicit column-by-column summaries to parallel execution with furrr, using the Palmer Penguins dataset as a running example.

Google Research Day

This workshop will highlight GCP services for managing infrastructure, machine learning, and Generative AI.

Amazon Web Services (AWS) Research Day 2025

Join the Research Cyberinfrastructure team for Amazon web services (AWS) research day on October 21. Attendees can join virtually or in person.

Research Cyberinfrastructure Community of Practice

Join us Thu, Sep 25 at 1pm to learn how the Research Cyberinfrastructure group can help you with ResearchDrive, Research Object Storage (S3), Electronic Lab Notebook, Globus, Data Science Platform, cloud computing and other tools.