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Update concepts-datasets-linked-services.md
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articles/data-factory/concepts-datasets-linked-services.md

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ms.subservice: data-movement
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ms.topic: conceptual
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ms.custom: synapse
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ms.date: 01/05/2024
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ms.date: 12/16/2024
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ai-usage: ai-assisted
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---
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# Datasets in Azure Data Factory and Azure Synapse Analytics
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```
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> [!NOTE]
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> The schema value is defined using JSON syntax. For more detailed information on schema mapping and data type mapping, refer to the [Azure Data Factory Copy Activity Schema and Type Mapping](copy-activity-schema-and-type-mapping.md) documentation.
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## Create datasets
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You can create datasets by using one of these tools or SDKs: [.NET API](quickstart-create-data-factory-dot-net.md), [PowerShell](quickstart-create-data-factory-powershell.md), [REST API](quickstart-create-data-factory-rest-api.md), Azure Resource Manager Template, and Azure portal
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- Scoped datasets (datasets defined in a pipeline) aren’t supported in the current version.
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## Related content
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### Quickstarts
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See the following tutorial for step-by-step instructions for creating pipelines and datasets by using one of these tools or SDKs.
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- [Quickstart: create a data factory using .NET](quickstart-create-data-factory-dot-net.md)
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- [Quickstart: create a data factory using PowerShell](quickstart-create-data-factory-powershell.md)
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- [Quickstart: create a data factory using REST API](quickstart-create-data-factory-rest-api.md)
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- [Quickstart: create a data factory using Azure portal](quickstart-create-data-factory-portal.md)
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### Dataset schema references
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- [Azure Data Factory Copy Activity Schema and Type Mapping](copy-activity-schema-and-type-mapping.md)
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- [Azure Data Factory Concepts - Datasets and Linked Services](concepts-datasets-linked-services.md)

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