Build practical expertise in designing, managing, and optimizing data pipelines with Microsoft Azure Data Factory (ADF). Across four progressive modules, you’ll move from foundational setup to advanced data integration by configuring ADF, Azure Blob Storage, SQL schemas, source and sink datasets, and copy activities.
Designed for data professionals, data engineers, and cloud practitioners, this hands-on course guides you through building, debugging, deploying, and scheduling end-to-end pipelines. You’ll automate workflow execution with triggers, monitor pipeline runs and performance metrics, interpret execution logs, and diagnose failures using ADF monitoring and diagnostic features.
You’ll also integrate Azure Data Lake, create dynamic datasets, parameterize pipelines, and validate inputs to support scalable, reliable workflows. Interactive exercises, scenario-based activities, and graded assessments reinforce each stage of the learning process.
By the end of the course, you’ll be able to construct production-ready data pipelines, automate execution, assess data integrity, troubleshoot pipeline issues, and optimize cloud data integration processes. Whether you’re creating your first ADF pipeline or strengthening existing Azure skills, this course offers a structured path from setup through advanced pipeline optimization.
Status: Performance Analysis
Performance Analysis
Intermediate·Course·9 hours
Featured reviews
5.0
·Reviewed Aug 19, 2026
A practical course for mastering Azure Data Factory pipelines, monitoring, and troubleshooting.
5.0
·Reviewed Nov 5, 2025
Well structured, detailed, an excellent for data integration.
The practical approach makes it easy to understand how to build and manage data integration pipelines.
5.0
·Reviewed Aug 28, 2026
This course provides a clear introduction to ADF and covers the essential concepts needed to start working with cloud-based data pipelines.
5.0
·Reviewed Oct 22, 2025
A comprehensive course explaining azure data factory concept and real world implementation effectively
5.0
·Reviewed Nov 5, 2025
A practical, an comprehensive and industry focused training program.
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Ntxhee
5.0
·Reviewed Aug 14, 2026
This Azure Data Factory course provides a clear and practical learning path for understanding modern data pipelines. The hands-on approach to configuring ADF, connecting datasets, and creating copy activities makes the concepts easy to apply.
S
Say
5.0
·Reviewed Aug 29, 2026
This course provides a clear introduction to ADF and covers the essential concepts needed to start working with cloud-based data pipelines.
D
Dew
5.0
·Reviewed Aug 29, 2026
The practical approach makes it easy to understand how to build and manage data integration pipelines.
A
Abbey
5.0
·Reviewed Oct 23, 2025
A comprehensive course explaining azure data factory concept and real world implementation effectively
T
Tub
5.0
·Reviewed Aug 20, 2026
A practical course for mastering Azure Data Factory pipelines, monitoring, and troubleshooting.
T
Tamela
5.0
·Reviewed Nov 5, 2025
A practical, an comprehensive and industry focused training program.
S
Santa
5.0
·Reviewed Nov 5, 2025
Well structured, detailed, an excellent for data integration.