Azure Data Factory: Build Practical Data Pipelines — PickAClass
4.0 (10) ⏱ 2h 36m 📚 26 lessons 🎧 Audio version

Azure Data Factory: Build Practical Data Pipelines

Master cloud data integration by building end-to-end pipelines, implementing data warehousing concepts, and managing real-world workflows in Azure Data Factory.

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About this course

In today's data-driven world, organizations rely on seamless data integration to power their analytics and decision-making. Learning how to orchestrate, clean, and move data across diverse environments is a foundational skill for any modern data professional. This text-based course guides you from the fundamental concepts of cloud data integration to building robust, automated data pipelines. You will gain the confidence to design and implement practical data workflows, load data into analytical databases, and manage real-world data engineering scenarios. What you'll learn: - Understand core data integration concepts, including ETL/ELT processes and cloud data architecture foundations. - Configure data pipelines in Azure Data Factory to move and transform data between cloud storage and relational databases. - Implement key data warehousing strategies such as dimensional modeling, star schemas, and Slowly Changing Dimensions. - Design dynamic, parameterized pipelines that adapt to changing data environments and reduce manual maintenance. - Monitor pipeline execution, handle errors, and apply basic data observability practices to ensure pipeline reliability. The course begins with essential terminology and the basics of cloud storage and databases before guiding you through step-by-step pipeline construction. You will read clear explanations and analyze practical configuration scenarios to understand how data flows securely from source to destination. This course is designed for aspiring data engineers, database administrators, and business intelligence professionals who are new to cloud data integration. No prior experience with Azure Data Factory is required, though a basic understanding of SQL concepts is helpful. Start reading today to build your first production-ready cloud data pipeline.

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • 🎧 Audio version included
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  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    2h 36m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Azure Data Factory: Build Practical Data Pipelines
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
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PickAClass — Name Surname
Azure Data Factory: Build Practical Data Pipelines
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
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pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

Reviews (10)

خديجة محمد JO Verified learner
★ 4 · August 16, 2026

Fantastic resource. I learned so much, and the examples used were super helpful in understanding the concepts. Highly recommend.

Leo Turner NZ Verified learner
★ 4 · August 4, 2026

The course covers the basics, but I'm not sure how applicable it is for real-world scenarios. Needed more practical depth.

Mila Allen US Verified learner
★ 4 · July 20, 2026

Pretty good introduction. The examples were helpful, but I wish there was a bit more practice material. Solid value for the cost.

Isabella Fernández CO Verified learner
★ 3 · July 16, 2026

Pretty good foundation. The explanations were generally clear, and the structure made sense. I'd say it's a worthwhile course.

Sofia Campbell AU Verified learner
★ 5 · July 5, 2026

This was excellent! The flow of information was smooth and the examples provided were perfect for solidifying the concepts. Big confidence boost.

William Green US Verified learner
★ 3 · June 30, 2026

Pretty informative. I liked the practical application examples, though the initial setup took longer than I expected.

Nicolás Ramírez MX Verified learner
★ 4 · June 28, 2026

Really enjoyed the flow of this. The examples were spot on and helped me grasp the material quickly. Great value.

حسن كريم JO Verified learner
★ 5 · June 24, 2026

Brilliant course! The structure was intuitive and the actionable insights are invaluable. Highly recommend.

Gbenga Olaniyi NG Verified learner
★ 3 · June 23, 2026

Really enjoyed the flow of this. The practical applications discussed were spot on. Great course!

Rohan Abeysinghe LK Verified learner
★ 5 · June 10, 2026

This course exceeded my expectations. The real-world applications discussed are incredibly useful. Great job!

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What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

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Yes — full refund within 14 days, no questions asked.

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Forever. Once you purchase, the course is yours to revisit anytime.

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Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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