ADF Pipeline: Load Data from ADLS to Azure SQL Database | Step-by-Step Tutorial
complete ETL pipeline to load data from Azure Data Lake Storage (ADLS Gen2) into Azure SQL Database.
This hands-on session is designed for beginners as well as Azure Data Engineers who want real-world experience with Azure Data Factory. We will create all the required Azure resources, configure Linked Services, create Datasets, build a Pipeline, and validate the loaded data in Azure SQL Database.
✅ Create an Azure Data Factory instance
✅ Configure Azure Data Lake Storage (ADLS Gen2)
✅ Create and configure Azure SQL Database
✅ Create Linked Services in ADF
✅ Create Source and Sink Datasets
✅ Build a Copy Data Pipeline
✅ Trigger and monitor pipeline execution
✅ Validate data loaded into Azure SQL Database
✅ Best practices for production ETL pipelines
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