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| Feature / Platform | Azure Machine Learning | Microsoft Fabric | Azure AI Foundry |
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| Feature / Platform | Azure Machine Learning | [Microsoft Fabric](./msFabric-AI_integration) | Azure AI Foundry |
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|--------------------------|----------------------------------------------------------|-----------------------------------------------------------|-----------------------------------------------------------|
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| **Purpose** | End-to-end ML lifecycle management and MLOps | Unified data analytics and business intelligence platform | Unified platform for building and deploying AI solutions |
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| **Model Deployment** | Supports real-time and batch deployment via AKS, ACI | Limited ML deployment; integrates with Azure ML | Deploys models as APIs or services within projects |

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