Azure Data Factory — Tutorials, examples and exercises

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Serviço ETL/ELT gerido na Azure: pipelines, data flows e orquestração.

11 tutorials

Learn how to use the If Condition activity in Azure Data Factory to branch a pipeline based on a true/false condition, …

4 min 16 Jul 2026

Learn how to use the Get Metadata activity in Azure Data Factory to check if a file exists, list folders and build dyna…

4 min 12 Jul 2026

Learn how to use the Lookup activity in Azure Data Factory to read values from a control table and drive other pipeline…

4 min 08 Jul 2026

Learn how to use the ForEach activity in Azure Data Factory to iterate over a list and repeat actions in a pipeline, wi…

4 min 07 Jul 2026

Learn how to schedule a pipeline in Azure Data Factory with a Schedule Trigger: create the trigger, set the recurrence,…

4 min 05 Jul 2026

Learn how to create a copy pipeline in Azure Data Factory that loads a CSV from Blob Storage into an Azure SQL Database…

4 min 05 Jul 2026

Storing passwords in ADF Linked Services is a security risk. Azure Key Vault eliminates this problem with dynamic refer…

1 min 23 Apr 2026

Knowing when a pipeline fails in production is as important as the pipeline itself. Configure alerts, dashboards and st…

1 min 28 Nov 2025

Parameterized pipelines eliminate duplicate code in ADF. A single generic pipeline can ingest dozens of tables with con…

1 min 04 Jul 2025

Mapping Data Flows let you build complex ETL transformations visually, executing on a managed Spark cluster. Learn the …

1 min 07 Feb 2025

Incremental ingestion is more efficient than loading the whole table. The Watermark pattern uses a control table to tra…

1 min 16 Sep 2024