AI engineering glossary · MLOps, LLMOps cloud
What is Amazon SageMaker?
Amazon SageMaker (also called SageMaker): Amazon Web Services' managed platform for machine learning, covering notebooks, training jobs, tuning, a model registry, pipelines and hosted endpoints. It lets teams run the whole lifecycle without managing servers directly.
Amazon SageMaker: an example
A team launches a training job on GPU instances and deploys the resulting model to an autoscaling SageMaker endpoint.
Related terms
- Vertex AI
- Azure Machine Learning
- Model endpoint
- Managed service
More MLOps, LLMOps cloud terms
- Argo CD
- Availability zone
- AWS CloudFormation
- AWS Lambda
- Azure Blob Storage
- Azure OpenAI Service
- Base image
- Blue-green deployment
Where you learn it
Amazon SageMaker is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.