Welcome to the course page of FATE: Fairness, Accountability, Transparency, and Ethics in AI (formally Fairness in Machine Learning). This course is currently offered by Dr. Yu-Ru Lin in Spring 2026 at School of Computing and Information, University of Pittsburgh.

Basic information

Syllabus

See the Spring 2026 syllabus.

Course Schedule

See the tentative course schedule.

Computing

This course will use R and/or Python for computing. GitHub will be used for homework and project assignments, where tools such as Jupyter Notebooks or R Markdown will be used for creating reproducible data science documents.

Creative Commons Licence
This website is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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