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---
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- title : Azure Data Factory tutorials
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- description : A list of tutorials demonstrating Azure Data Factory concepts
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+ title : Azure Data Factory Tutorials
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+ description : A list of top tutorials and guides for developing pipelines, data flows, and managing your Azure Data Factory.
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author : whhender
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ms.author : whhender
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ms.reviewer : makromer
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- ms.topic : tutorial
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+ ms.topic : get-started
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ms.subservice : authoring
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- ms.date : 02/13 /2025
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+ ms.date : 04/22 /2025
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---
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# Azure Data Factory tutorials
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[ !INCLUDE[ appliesto-adf-asa-md] ( includes/appliesto-adf-asa-md.md )]
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- Below is a list of tutorials to help explain and walk through a series of Data Factory concepts and scenarios.
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+ This is a list of our top tutorials to help explain and walk through a series of Data Factory concepts and scenarios.
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+
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+ Search the table of contents to the side for the full list of tutorials.
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## Copy and ingest data
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@@ -23,14 +25,16 @@ Below is a list of tutorials to help explain and walk through a series of Data F
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[ Copy data from on-premises to the cloud] ( tutorial-hybrid-copy-data-tool.md )
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+ [ Conditional execution] ( tutorial-pipeline-failure-error-handling.md )
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+
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+ [ Troubleshooting pipelines] ( data-factory-troubleshoot-guide.md )
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+
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[ Amazon S3 to ADLS Gen2] ( load-azure-data-lake-storage-gen2.md )
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[ Incremental copy pattern overview] ( tutorial-incremental-copy-overview.md )
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[ Incremental pattern with change tracking] ( tutorial-incremental-copy-change-tracking-feature-portal.md )
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- [ Incremental SQL DB single table] ( tutorial-incremental-copy-portal.md )
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-
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[ Incremental SQL DB multiple tables] ( tutorial-incremental-copy-multiple-tables-portal.md )
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[ CDC copy pipeline with SQL MI] ( tutorial-incremental-copy-change-data-capture-feature-portal.md )
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[ Bulk copy multiple tables] ( tutorial-bulk-copy-portal.md )
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- [ Copy pipeline with managed VNet] ( tutorial-copy-data-portal-private.md )
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+ ## Managed virtual network
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+
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+ [ On-premises SQL Server from Data Factory Managed virtual network using Private Endpoint] ( tutorial-managed-virtual-network-on-premise-sql-server.md )
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+
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+ [ Copy pipeline with managed virtual network] ( tutorial-copy-data-portal-private.md )
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## Data flows
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[ Data flow tutorial videos] ( data-flow-tutorials.md )
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+ [ Dynamically set column names] ( data-flow-tutorials.md )
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[ Code-free data transformation at scale] ( tutorial-data-flow.md )
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[ Delta lake transformations] ( tutorial-data-flow-delta-lake.md )
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[ Data wrangling with Power Query] ( wrangling-tutorial.md )
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- [ Data flows inside managed VNet ] ( tutorial-data-flow-private.md )
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+ [ Data flows inside managed virtual network ] ( tutorial-data-flow-private.md )
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[ Best practices for lake data in ADLS Gen2] ( tutorial-data-flow-write-to-lake.md )
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- [ Dynamically set column names] ( data-flow-tutorials.md )
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-
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## External data services
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[ Azure Databricks notebook activity] ( transform-data-using-databricks-notebook.md )
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[ Control flow] ( tutorial-control-flow-portal.md )
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+ [ Monitor pipelines with email notifications] ( how-to-send-email.md )
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## SSIS
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[ SSIS integration runtime] ( tutorial-deploy-ssis-packages-azure.md )
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[ Microsoft Purview] ( turorial-push-lineage-to-purview.md )
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- ## Related content
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- Learn more about Data Factory [ pipelines] ( concepts-pipelines-activities.md ) and [ data flows] ( concepts-data-flow-overview.md ) .
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