Data Ethics Repository

Category: Tool

Data Science Ethics

Algorithmic Fairness, Anonymity, Consent, Data Ownership, Data Validity, University of Michigan

Author: H.V. Jagadish; Publisher: University of Michigan, Coursera; Publication Year: N/A. The following course from the University of Michigan on Coursera. It is primarily an introductory course that provides the history of the concept of…
read more >>
Google Model Cards: A Proposed First Step

Google, Machine Learning, Transparency

Author: N/A; Publisher: Google Cloud; Publication Year: N/A. The following tool is a proposed method for machine learning transparency similar to Microsoft’s Datasheets for Datasets. It proposes a “card” that comes with each model, designed…
read more >>
Data Science Ethics Checklist

Checklist, Data Science, Data Storage, Model Deployment

Author: N/A; Publisher: Driven Data; Publication Year: N/A. The following resource is Deon which is a command line tool that generates an ethics checklist to help decide if your project is an ethical data science…
read more >>