Access Control and Compliance
Govern who can train, promote, and deploy.
Govern Who Can Act
Access control decides who is allowed to train, promote, and deploy models, so risky actions never rest with just anyone. 🔐
The Risky Actions
Three actions deserve special care: pushing to production, deleting a model version, and changing data that feeds training.
All lessons in this course
- Trace Data-to-Model Lineage
- Write Model Cards
- Audit Trails and Reproducibility
- Access Control and Compliance