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

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