AI Ethics and Governance Frameworks
EU AI Act overview, model cards, datasheets for datasets, responsible AI checklists.
Why Governance Matters
Capable models carry real risks: discrimination, privacy harm, misinformation, and safety failures. AI governance is the set of policies, processes, and documentation that keep AI systems lawful, fair, and accountable across their lifecycle.
The EU AI Act
The EU AI Act is a landmark regulation that classifies AI systems by risk and imposes obligations proportional to that risk. It uses a four-tier risk pyramid.
All lessons in this course
- Bias Detection in ML Models
- SHAP Values for Model Explainability
- LIME: Local Interpretable Explanations
- AI Ethics and Governance Frameworks