Explain blue-green, canary, and shadow deployment strategies for ML models. What are the trade-offs of each approach?

Sample answer preview

Deployment strategies control how new model versions are released to production, balancing risk mitigation against resource costs and time to full deployment. Blue-green deployment maintains two identical production environments.