Data Lineage & Ethical Frameworks for Responsible AI
Completed by Sanjay KUMAR
August 2, 2026
7 hours (approximately)
Sanjay KUMAR's account is verified. Coursera certifies their successful completion of Data Lineage & Ethical Frameworks for Responsible AI
What you will learn
Translate business requirements into lineage models and control points
Capture and visualize lineage from source data to deployed models, build datasheets/model cards that make AI decisions explainable
Apply NIST AI RMF‑aligned assessments and define mitigations
Conduct privacy impact assessments and implement consent/retention controls & produce audit‑ready evidence packs and governance dashboards
Skills you will gain
- Category: AI Workflows
- Category: Data Security
- Category: Data Governance
- Category: Risk Modeling
- Category: Data Transformation
- Category: Data Ethics
- Category: Data Quality
- Category: Metadata Management
- Category: Governance
- Category: Data Integrity
- Category: Data Pipelines
- Category: Responsible AI
