resources.md

AI Ethics Resources

Below is a list of resources that were considered during the creation of the AI ethics checklist.

Tools

• Fairlearn
• Video tutorial using Fairlearn
• AI Fairness Toolkit

Existing checklists

• Deon
• Smart Data Institute
• European Comission
• Data Science for Social Goods
• Microsoft AI
• Office of the Director of National Intelligence

Companies to learn from

• Hugging face

Paper

• Model cards
• Dataset sheets

Talks

• Keynote Talk: Margaret Mitchell - Bias in the Vision and Language of Artificial Intelligence
• Ted Talk "How I'm fighting bias in algorithms" by Joy Buolamwini
• EuroPython 2021 The Myth of Neutrality: How AI is widening social divides by Stefanie Stoppel