Microsoft Azure → Amazon Web Services
AWS equivalent of Microsoft Fabric Data Science
The closest AWS equivalent of Microsoft Fabric Data Science is Amazon SageMaker Unified Studio.
About Microsoft Fabric Data Science
| Provider | Microsoft Azure |
|---|---|
| Status | Generally available |
| What it is | Notebooks, Spark, MLflow-based experiments and models, and SynapseML inside Fabric, integrated with Azure Machine Learning. |
| Documentation | learn.microsoft.com |
| Pricing | Official pricing page |
AWS mappings (1)
| Capability | AWS equivalent | Match |
|---|---|---|
| Unified data + analytics + AI workspace | Amazon SageMaker Unified Studio | Partial match |
ML platform (SageMaker AI ↔ Azure ML)(1)
Unified data + analytics + AI workspace Partial match
Amazon SageMaker Unified Studio maps most closely to Microsoft Fabric (Data Science workload) integrated with Azure Machine Learning. Microsoft's own comparison maps SageMaker to the Fabric Data Science workload plus Azure ML.
- Unified Studio spans AWS analytics (Athena, EMR, Glue, Redshift), Bedrock, and SageMaker AI under domains and projects with SSO.
- Fabric is a SaaS analytics platform (OneLake, Spark, Power BI) with a Data Science workload (notebooks, MLflow experiments, SynapseML) that hands off to Azure ML for GPU training and enterprise deployment.
- Licensing models differ completely. Fabric is billed by capacity (F SKUs), while Unified Studio bills for the underlying AWS services used.