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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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