11. Azure Data Factory Session 11 | Schedule vs Tumbling Window vs Event Trigger |Triggers Explained

Описание: Welcome to Session 11 of the Azure Data Factory Beginner Course 🚀

Azure Data Factory Beginner Playlist:
Azure Data Factory – Beginner (From Scratch)

In this session, you will clearly understand the difference between Schedule Trigger, Tumbling Window Trigger, and Event-Based Trigger in Azure Data Factory (ADF).

Choosing the wrong trigger is one of the most common mistakes beginners make in real-time data engineering projects. This session focuses on practical decision-making using real-world scenarios so you know exactly which trigger to use and when.

Topics Covered in This Video:
What is a Schedule Trigger in Azure Data Factory
What is a Tumbling Window Trigger in ADF
What is an Event-Based Trigger in Azure Data Factory
Key differences between Schedule, Tumbling Window, and Event Triggers
Trigger comparison based on real production scenarios
Daily batch processing use case
Incremental load every 15 minutes use case
File arrival based pipeline triggering
Which trigger should you use and why
Common mistakes while choosing triggers
Key takeaways for beginners

Real-Time Scenarios Explained:
Daily batch pipeline execution → Schedule Trigger
Incremental data load every 15 minutes → Tumbling Window Trigger
File arrival in storage → Event-Based Trigger

Why understanding trigger differences is important:
Helps design efficient pipelines
Avoids unnecessary pipeline failures
Prevents duplicate data and data loss
Improves pipeline performance and reliability
Essential for production-grade ADF solutions

Assignment and Self-Check:
Attempt the MCQs shown in this session.
Passing score: 4 out of 5.
If your score is below 4, please rewatch this session once again.

Comment your MCQ score like:
4/5, 5/5

What’s Next?
Session 12 – Incremental Load Design Patterns in Azure Data Factory

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Cloudpandith Training Institute – Azure Data Engineering
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Learn Azure Data Engineering from real-time industry experts
with strong focus on practical implementation and live project scenarios.

Course Details and Syllabus:
https://www.cloudpandith.com

Azure Data Engineer Demo:
Every Saturday | 10:00 AM IST

WhatsApp for Course Details:
https://wa.me/918904424822

Book 1-to-1 Discussion with Trainer:
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About the Trainer:
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Contact:
8904424822

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Free Practice Resources (Optional)
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MCQs are shown in the video.
If you want MCQs in document format (FREE), you may optionally join:

WhatsApp Group:
https://chat.whatsapp.com/Gow6Qxi77FN...

Telegram Group:
https://t.me/+PGnxzlaFpvo1MWJl

Joining groups is optional. Everything required is already covered in the video.