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Guidelines for Ethical Models

Literature Review
Successful examples of ethical model creation
Known examples of unethical models

Ethical Leadership in Data Science (Code of Conduct)

How to get managers to agree to use data ethically in data science projects?
How to protect PII from Deep Learning algorithms?

Guidelines for Data Collection

Clear user need and public benefit
Use data and tools that are minimally intrusive