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Larry Franks
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endpoints are ga
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---
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author: lobrien
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author: blackmist
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ms.service: machine-learning
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ms.topic: include
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ms.date: 07/21/2021
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ms.author: laobri
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ms.author: larryfr
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---
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> [!NOTE]
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> Azure Machine Learning Endpoints (preview) provide an improved, simpler deployment experience. Endpoints support both real-time and batch inference scenarios. Endpoints provide a unified interface to invoke and manage model deployments across compute types. See [What are Azure Machine Learning endpoints (preview)?](../articles/machine-learning/concept-endpoints.md).
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> Azure Machine Learning Endpoints provide an improved, simpler deployment experience. Endpoints support both real-time and batch inference scenarios. Endpoints provide a unified interface to invoke and manage model deployments across compute types. See [What are Azure Machine Learning endpoints?](../articles/machine-learning/concept-endpoints.md).

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