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articles/machine-learning/reference-machine-learning-cloud-parity.md

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| **Inference** | | | |
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| Managed online endpoints | GA | YES | YES |
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| [Batch inferencing](tutorial-pipeline-batch-scoring-classification.md) | GA | YES | YES |
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| [Azure Stack Edge with FPGA (SDK/CLI v1)](./v1/how-to-deploy-fpga-web-service.md#deploy-to-a-local-edge-server) | Public Preview | NO | NO |
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| **Other** | | | |
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| [Open Datasets](../open-datasets/samples.md) | Public Preview | YES | YES |
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| [Custom Azure AI Search (SDK v1)](./v1/how-to-deploy-model-cognitive-search.md) | Public Preview | YES | YES |

articles/machine-learning/v1/how-to-troubleshoot-deployment.md

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title: Troubleshooting remote model deployment
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titleSuffix: Azure Machine Learning
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description: Learn how to work around, solve, and troubleshoot some common Docker deployment errors with Azure Kubernetes Service and Azure Container Instances.

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