Azure Data Factory tutorials

APPLIES TO: Azure Data Factory Azure Synapse Analytics

Below is a list of tutorials to help explain and walk through a series of Data Factory concepts and scenarios.

Copy and ingest data

Copy data tool

Copy activity in pipeline

Copy data from on-premises to the cloud

Amazon S3 to ADLS Gen2

Incremental copy pattern overview

Incremental pattern with change tracking

Incremental SQL DB single table

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

Copy pipeline with managed VNet

Data flows

Data flow tutorial videos

Code-free data transformation at scale

Delta lake transformations

Data wrangling with Power Query

Data flows inside managed VNet

Best practices for lake data in ADLS Gen2

Dynamically set column names

External data services

Azure Databricks notebook activity

HDI Spark transformations

Hive transformations

Pipelines

Control flow

SSIS

SSIS integration runtime

Data share

Data integration with Azure Data Share

Data lineage

Microsoft Purview

Next steps

Learn more about Data Factory pipelines and data flows.