1.1 Introduction to Data Ethics
1.2 The Four Ethical Principles of Data
1.3 Transparency and Algorithmic Fairness in Data Analytics
1.4 Ethical Considerations In The Data Lifecycle
Test Your Knowledge Quiz 1
2.1 Privacy Regulations Overview
2.2 Informed Consent and Ethical Collection
Test Your Knowledge Quiz 2
3.1 Recognizing Bias in Data
3.2 Fairness in Data Analysis
Test Your Knowledge Quiz 3
4.1 Applying Ethical Frameworks
4.2 Transparency and Explainability
Test Your Knowledge Quiz 4
5.1 The Power of Data-Driven Decisions
5.2 Accountability in Data Practices
Test Your Knowledge Quiz 5
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