Typo "Azure data factory"→"Azure Data Factory"

https://learn.microsoft.com/en-us/azure/data-factory/tutorial-incremental-copy-multiple-tables-portal
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/data-factory/tutorial-incremental-copy-multiple-tables-portal.md
#PingMSFTDocs

Author: hyoshioka0128

articles/data-factory/tutorial-incremental-copy-multiple-tables-portal.md

@@ -6,14 +6,14 @@ author: dearandyxu
 ms.service: data-factory
 ms.subservice: tutorials
 ms.topic: tutorial
-ms.date: 07/05/2021
+ms.date: 09/26/2022
 ---
 
 # Incrementally load data from multiple tables in SQL Server to a database in Azure SQL Database using the Azure portal
 
 [!INCLUDE[appliesto-adf-asa-md](includes/appliesto-adf-asa-md.md)]
 
-In this tutorial, you create an Azure data factory with a pipeline that loads delta data from multiple tables in a SQL Server database to a database in Azure SQL Database.    
+In this tutorial, you create an Azure Data Factory with a pipeline that loads delta data from multiple tables in a SQL Server database to a database in Azure SQL Database.    
 
 You perform the following steps in this tutorial:
 
@@ -60,7 +60,7 @@ If you don't have an Azure subscription, create a [free](https://azure.microsoft
 
 ## Prerequisites
 * **SQL Server**. You use a SQL Server database as the source data store in this tutorial. 
-* **Azure SQL Database**. You use a database in Azure SQL Database as the sink data store. If you don't have a database in SQL Database, see [Create a database in Azure SQL Database](../azure-sql/database/single-database-create-quickstart.md) for steps to create one. 
+* **Azure SQL Database**. You use a database in Azure SQL Database as the sink data store. If you don't have a database in SQL Database, see [Create a database in Azure SQL Database](/azure/azure-sql/database/single-database-create-quickstart) for steps to create one. 
 
 ### Create source tables in your SQL Server database
 
@@ -234,7 +234,7 @@ END
 
 3. In the **New data factory** page, enter **ADFMultiIncCopyTutorialDF** for the **name**. 
  
-   The name of the Azure data factory must be **globally unique**. If you see a red exclamation mark with the following error, change the name of the data factory (for example, yournameADFIncCopyTutorialDF) and try creating again. See [Data Factory - Naming Rules](naming-rules.md) article for naming rules for Data Factory artifacts.
+   The name of the Azure Data Factory must be **globally unique**. If you see a red exclamation mark with the following error, change the name of the data factory (for example, yournameADFIncCopyTutorialDF) and try creating again. See [Data Factory - Naming Rules](naming-rules.md) article for naming rules for Data Factory artifacts.
   
    `Data factory name "ADFIncCopyTutorialDF" is not available`
 
@@ -693,4 +693,4 @@ You performed the following steps in this tutorial:
 Advance to the following tutorial to learn about transforming data by using a Spark cluster on Azure:
 
 > [!div class="nextstepaction"]
->[Incrementally load data from Azure SQL Database to Azure Blob storage by using Change Tracking technology](tutorial-incremental-copy-change-tracking-feature-portal.md)
+>[Incrementally load data from Azure SQL Database to Azure Blob storage by using Change Tracking technology](tutorial-incremental-copy-change-tracking-feature-portal.md)