Curriculum
- 1 Section
- 4 Lessons
- 1 Day
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- Topics4
- 1.1Introduction to Data Ethics Define Ethics Define Data Define Data Ethics Principles of Data Ethics The Case for Data Ethics Identifying Ethical Issues
- 1.2Ethical Principles Ethical Frameworks Applying Ethical Frameworks Privacy, Fairness, and Safety Applying Privacy, Fairness, and Safety Principles Algorithms and Human-Centered Values Discussing True and False Positives and Negatives Discussing Accuracy and Precision Discussing Correlation and Causation Transparency and Explainability: The Black Box Problem Discussing Black Box Parallels Inclusive Growth, Sustainable Development, and Well-Being Examining a Tech for Good Organization Improving Ethical Data Practices
- 1.3Sources of Ethical Risk Bias and Discrimination Case Study: Allegheny Family Screening Tool Data Surveillance Safety and Security Case Study: PredPol
- 1.4Business Considerations Data Legislation Manage the Effects of Data Case Study Embed Organizational Values in the Data Value Chain Building a Data Ethics Culture/Code of Ethics Stakeholder Checklist
Sources of Ethical Risk Bias and Discrimination Case Study: Allegheny Family Screening Tool Data Surveillance Safety and Security Case Study: PredPol
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