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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 States

https://uw-madison-datascience.github.io/2024-08-22-uwmadison-julia/

2024 Machine Learning Marathon

Discovery Building 330 North Orchard Street, Madison, WI, United States

https://hub.datascience.wisc.edu/2024-machine-learning-marathon/To learn more, visit the 2024 Machine Learning Marathon webpage.

Event Series Data Carpentry

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 [...]