Amazon Web Services → Microsoft Azure
Azure equivalent of SageMaker Autopilot
SageMaker Autopilot (now surfaced in SageMaker Canvas) maps to Azure Machine Learning automated ML.
About SageMaker Autopilot
| Provider | Amazon Web Services |
|---|---|
| Status | Generally available The Autopilot UI moved into SageMaker Canvas (from Nov 30, 2023). The APIs remain. |
| What it is | AutoML. Data preprocessing, algorithm selection, tuning, and deployment. |
| Documentation | docs.aws.amazon.com |
| Pricing | Official pricing page |
Azure mappings (1)
| Capability | Azure equivalent | Match |
|---|---|---|
| AutoML | Azure ML automated ML (AutoML) | Direct match |
ML platform (SageMaker AI ↔ Azure ML)(1)
AutoML Direct match
SageMaker Autopilot (now surfaced in SageMaker Canvas) maps to Azure Machine Learning automated ML.
- Azure AutoML covers classification, regression, forecasting, computer vision (image classification, detection, segmentation), and NLP, from code or the studio UI.
- Autopilot's UI moved to Canvas in 2023, and the Autopilot APIs remain for code users.
- Azure AutoML for images is Microsoft's recommended replacement for the retiring Custom Vision.