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Ethics & Privacy in Analytics
Handle data responsibly: consent, privacy, bias, and honest reporting.
Inside this lesson
- Understand consent and the principle of purpose limitation
- Apply data minimization concepts to analytical workflows
- Implement small-count suppression thresholds to protect privacy
- Recognize the impact of bias in data and model reporting
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Educational training content only - not professional, financial, legal, or data-governance advice, and not a promise of any business or analytical result. Examples are illustrative and use hypothetical data with stated assumptions and units. Third-party names are descriptive and imply no affiliation.