Data Science Hub
Genomics Data Carpentry
Genomics workshop to teach intro unix shell and R to researchers working with genomics data.See the workshop website for more details
Programming with Julia
Discovery Building 330 North Orchard Street, Madison, WI, United Stateshttps://uw-madison-datascience.github.io/2024-08-22-uwmadison-julia/
2024 Machine Learning Marathon
Discovery Building 330 North Orchard Street, Madison, WI, United Stateshttps://hub.datascience.wisc.edu/2024-machine-learning-marathon/To learn more, visit the 2024 Machine Learning Marathon webpage.
Data Science Hub Fall 2024 Mini-workshop series
A series of 4 computational workshops on various topics
Trustworthy AI
https://uw-madison-datascience.github.io/2024-12-02-uwmadison-trustworthyai/This lesson equips participants with trustworthy AI/ML practices, emphasizing fairness, explainability, reproducibility, accountability, and safety across three general data/model modalities: structured data (tabular), natural language processing (NLP), and computer vision. Participants will learn to evaluate and enhance the trustworthiness and reliability of models in each modality. Additionally, they will explore how to integrate these principles into future models, bridging ethical practices with practical applications in their research.This is a pilot workshop, testing out a lesson that is still under development. The lesson authors would appreciate any feedback you can give them about the lesson content and suggestions for how it could [...]
Software Carpentry
https://uw-madison-datascience.github.io/2025-01-13-uwmadison-swc/
Intermediate Research Software Development with Python
Discovery Building 330 North Orchard Street, Madison, WI, United Stateshttps://uw-madison-datascience.github.io/2025-03-24-uwmadison-intermedpython/Intermediate Research Software Development with Python aims to teach a core set of established, intermediate-level software development skills and best practices for working as part of a team in a research environment using Python as an example programming language (see detailed learning objectives). The core set of skills we teach is not a comprehensive set of all-encompassing skills, but a selective set of tried-and-tested collaborative development skills that forms a firm foundation for continuing on your learning journey.
Health Sciences Data Carpentry
Health Sciences Learning Center, Room 1248 750 Highland Avenue, Madison, WI, United Stateshttps://uw-madison-datascience.github.io/2025-03-24-uwmadison-dc/Data Carpentry develops and teaches workshops on the fundamental data skills needed to conduct research. Its target audience is researchers who have little to no prior computational experience, and its lessons are domain specific, building on learners’ existing knowledge to enable them to quickly apply skills learned to their own research. Participants will be encouraged to help one another and to apply what they have learned to their own research problems.
