Introduction
Ethical decision-making
()
1.Thinking About Ethics
Being a moral company
()
How to approach company
()
Start with ethical objectivism
()
Think about your categorical imperatives
()
What would a virtuous person do?
()
The seven major data ethics challenges
()
2. Decision Traceability
The right to algorithmic
()
Data accessibility and comprehensibility
()
Can anyone access their data?
()
Trace your black box decisions
()
Open the box with Explainable AI (XAI)
()
Self-driving cars' trolley problem
()
Decide how to crash a self-driving car
()
3. Objectivity
What does data objectivity mean?
()
Ways to think about bias
()
How to fix data bias
()
Can data be objective?
()
What is fairness?
()
Glossary_Data_Ethics_Making_Data_Driven_Decisions.zip
(100 KB)