Data Lineage & Ethical Frameworks for Responsible AI
Completed by Vithal Sanapala
November 18, 2025
7 hours (approximately)
Vithal Sanapala'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: Data Security
- Category: Data Governance
- Category: Risk Modeling
- Category: Data Pipelines
- Category: AI Workflows
- Category: Governance
- Category: AI Integrations
- Category: Information Assurance
- Category: Responsible AI
- Category: Data Quality
- Category: Data Ethics
- Category: Metadata Management
