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Showing content from https://learn.microsoft.com/en-us/azure/data-factory/data-factory-tutorials below:

Azure Data Factory Tutorials - Azure Data Factory

APPLIES TO: Azure Data Factory Azure Synapse Analytics

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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.

Search the table of contents to the side for the full list of tutorials.

Copy data tool

Copy activity in pipeline

Copy data from on-premises to the cloud

Conditional execution

Troubleshooting pipelines

Amazon S3 to ADLS Gen2

Incremental copy pattern overview

Incremental pattern with change tracking

Incremental SQL DB multiple tables

CDC copy pipeline with SQL MI

Copy from SQL DB to Synapse SQL Pools

Copy SAP BW to ADLS Gen2

Copy Office 365 to Azure Blob Store

Bulk copy multiple tables

On-premises SQL Server from Data Factory Managed virtual network using Private Endpoint

Copy pipeline with managed virtual network

Data flow tutorial videos

Dynamically set column names

Code-free data transformation at scale

Delta lake transformations

Data wrangling with Power Query

Data flows inside managed virtual network

Best practices for lake data in ADLS Gen2

Azure Databricks notebook activity

HDI Spark transformations

Hive transformations

Control flow

Monitor pipelines with email notifications

SSIS integration runtime

Data integration with Azure Data Share

Microsoft Purview

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