Learn Azure Data Factory in 2025 - Full Course!

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Master Azure Data Factory: A Comprehensive Guide
In this video, Aleksi dives deep into Azure Data Factory, exploring its powerful features and practical use cases. Whether you’re a beginner or an experienced data engineer, this tutorial offers insights into building efficient data pipelines, handling complex transformations, and optimizing workflows.

What You’ll Learn:
🔷 How to use Azure Data Factory for data integration and orchestration
🔷 Key components like pipelines, datasets, and linked services
🔷 Techniques for managing triggers, parameters, and activities
🔷 Best practices for creating scalable and maintainable data pipelines

Key Takeaways:
✨ Gain a solid understanding of Azure Data Factory’s core functionalities
✨ Learn to automate and monitor data workflows efficiently
✨ Explore real-world scenarios for ETL processes and data transformation
✨ Valuable tips and tricks to optimize pipeline performance

🏁 Timestamps
00:00 Intro
05:32 Overview & Setup
28:56 Azure SQL Database Linked Service
39:01 Copy Data To Azure SQL Database
46:26 Triggers
1:11:33 Parameters & Variables
1:34:14 Expressions & Dynamic Content
1:51:13 If & Switch
2:07:06 Foreach Activity
2:21:14 Lookup Activity
2:30:13 Get Metadata Activity
2:37:52 Best Practices
2:41:23 Pipeline Return Values
2:48:37 Pipeline Configuration Files
3:01:04 Script Activity
3:07:03 Copy JSON File To Azure SQL Database

Related Hashtags:
#AzureDataFactory #DataEngineering #ETL #DataPipelines #CloudComputing #AzureTutorial

[Schnappy]

Top tier content. Thanks for putting so much effort into these video. Appreciate you man!

[cbacca]

Thank you for this. I'm noticing that ADF is changing so fast that some tutorials can be out of date in 12 months or even just 5 months! It's crazy. I will go through this and try it.

[sureshk]

excellent content. Thanks for putting so much effort

[atifakhtar]

subbed! looking forward to more of your content

[rowanschelvis]

Incredible content. Thanks for the effort

[jessedostal]

This is awesome. Please make a video on how to build custom triggers!

[amitkamble]

Fantastic video! Your explanations are clear and easy to follow, making even complex concepts understandable. Thanks for putting in the time and effort to create such valuable content, it's really helping me learn
Also please if you could make complex Medalian process tutorial in Fabric with external data source like SAP, D365 F&O would be great content 😍

[RenatoDomingues]

Thank you so much for this content! Helped me a lot! Subed and liked!

[Chantal-zw]

Thank you for the great video! In the best practices, you mention 'iterative pipelines' and that you already made a video on these; to which video do you refer here? I cannot seem to find it :) thank you in advance!

[cbacca]

At 59:20 you say a "custom event comes from a messaging (creed)." I'm not sure what you meant. Did you mean it comes from an Azure messaging queue?

I turned on captions and it says it comes from the "Azure messaging grid". :)

[donjuanyou]

Aleksi, good quality video and presentations. Could you please add some chapters on deploying ADF pipelines and version control with GitHub etc. Also, how to track error messages and send formal email notifications?

[sanjeevreddy]

first time we copy the data from source (with 5 columns ) to destination, 2nd time source (with 7 columns ) what happens when the destination is sql and adls case?

[manjunatharalikatti]

Custom event trigger new video link ...