Microsoft Azure → Amazon Web Services
AWS equivalent of Azure Machine Learning studio & compute instances
The closest AWS equivalent of Azure Machine Learning studio & compute instances is Amazon SageMaker Studio.
About Azure Machine Learning studio & compute instances
| Provider | Microsoft Azure |
|---|---|
| Status | Generally available |
| What it is | Web portal with notebooks, plus compute instances (managed dev VMs) that work with JupyterLab and VS Code. |
| Documentation | learn.microsoft.com |
| Pricing | Official pricing page |
AWS mappings (1)
| Capability | AWS equivalent | Match |
|---|---|---|
| ML IDE & managed notebooks | Amazon SageMaker Studio | Direct match |
ML platform (SageMaker AI ↔ Azure ML)(1)
ML IDE & managed notebooks Direct match
Amazon SageMaker Studio maps to Azure Machine Learning studio with compute instances (JupyterLab and VS Code).
- SageMaker Studio bundles JupyterLab, Code Editor (Code-OSS), RStudio, and Studio Classic as apps on per-user spaces.
- Azure ML compute instances are per-user managed VMs that you open in JupyterLab, VS Code (desktop or web), or studio notebooks. Idle shutdown and schedules control cost.
- The legacy SageMaker Studio Classic still exists for existing customers.