What is model deployment in AWS SageMaker?
Updated May 5, 2026
Short answer
Model deployment makes trained models available for inference via endpoints.
Deep explanation
SageMaker deploys trained models as HTTPS endpoints that can serve real-time predictions.
Real-world example
Used in recommendation engines.
Common mistakes
- Not monitoring deployed models.
Follow-up questions
- What is an endpoint?
- Can it scale automatically?