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Data Science

Data Ethics

Advanced mastery of ethical judgment in data science. Focus on ambiguous cases, delayed consequences, and restraint under uncertainty.
Goal:
Learn ethical use of data.
3Lessons
6Micro-lessons
AdvancedDifficulty
Lesson 1

Ambiguity in Data Consent

Judging consent when boundaries are unclear.
Start2 Micro-lessons

Micro lesson 1
Consent Under Ambiguous Terms
Micro lesson 2
Pressure to Assume Consent
Lesson 2

Hidden Bias and Long-Term Harm

Detecting bias and its compounding effects.
Start2 Micro-lessons

Micro lesson 1
Detecting Subtle Bias
Micro lesson 2
Long-Term Effects of Bias
Lesson 3

Restraint in Data Sharing

Knowing when not to share, even under pressure.
Start2 Micro-lessons

Micro lesson 1
Resisting Urgency to Share
Micro lesson 2
Conditional Data Sharing