Learn Azure Data Factory with Real Time Scenarios
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👩‍🎓 Want to master Azure Data Factory for real-world projects ?

❎ Stop learning concepts only. 

☑️ Start solving business problems with 36+ real-time scenarios.


𝗪𝗵𝗮𝘁 𝘆𝗼𝘂 𝗴𝗲𝘁 𝗶𝗻𝘀𝗶𝗱𝗲 𝘁𝗵𝗲 𝗰𝗼𝘂𝗿𝘀𝗲 - 


🔹36+ real-time industry scenarios with hands-on implementation from basic to advanced.

🔹 End-to-end data pipeline projects covering ingestion, transformation, and loading.

🔹 Incremental load techniques like watermarking, delta loads, and change tracking.

🔹Integration with core Azure services like Azure Data Lake Gen2, Azure SQL Database

🔹 Interview-ready content with scenario-based questions and project-focused learning.


𝗛𝗼𝘄 𝗶𝘁 𝘄𝗶𝗹𝗹 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂 𝘁𝗼 𝗴𝗼 𝘁𝗼 𝘁𝗵𝗲 𝗻𝗲𝘅𝘁 𝗹𝗲𝘃𝗲𝗹 -


✔ Enhance problem-solving skills by practicing real-time data integration challenges.

✔ Prepare learners for scenario-based interview rounds with practical use cases.

✔ Strengthen understanding of ADF pipelines, triggers, and activity flows in real projects.

✔ Build confidence to handle performance tuning and optimization scenarios in ADF.

✔ Teach handling of schema drift, incremental loads, and error handling effectively.

✔ Equip learners to design scalable and maintainable ADF solutions for enterprise needs.

✔ Enable learners to answer client-specific or architecture-level questions in interviews.


𝗪𝗵𝘆 𝗜𝘁’𝘀 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗳𝗿𝗼𝗺 𝗨𝘀𝘂𝗮𝗹 𝗔𝗗𝗙 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 -


Unlike traditional Azure Data Factory courses that stop at explaining basic concepts, this course focuses on -


✔ Real-world scenarios faced in day-to-day data engineering roles.

✔ Problem-solving skills with actual ADF features.

✔ End-to-end project flows from data ingestion to transformation to loading.

✔ Building confidence to work independently on client/enterprise projects.


🎓 𝗪𝗵𝗼 𝗧𝗵𝗶𝘀 𝗖𝗼𝘂𝗿𝘀𝗲 𝗪𝗶𝗹𝗹 𝗛𝗲𝗹𝗽 


This course is perfect for -


✔ Beginners who want to learn Azure Data Factory practically.

✔ Professionals switching to Azure from other data tools (like SSIS, Informatica, Talend).

✔ Job seekers preparing for ADF interviews

✔ Working professionals wanting to build confidence with real-time projects

✔ Freelancers & consultants delivering Azure-based data projects


𝗔𝘇𝘂𝗿𝗲 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗬𝗼𝘂 𝘄𝗶𝗹𝗹 𝗟𝗲𝗮𝗿𝗻 -


🔹Azure Data Factory

🔹Azure Data Lake Gen2

🔹Azure SQL Database


About the Creator


Hi, I’m Praveen Patel, a dedicated Azure Data Engineer & Top 1% Mentor at Topmate.io, and a Top Azure Data Engineering Content Creator on LinkedIn with a fast-growing community of professionals and job seekers.


Over the months, I’ve mentored many learners, helping them crack real interviews, build project-based confidence, and land roles in top MNCs. I specialize in breaking down complex Azure concepts into simple, real-time use cases that learners can apply instantly.


Through this course, I’ve combined everything I’ve learned as a mentor and content creator — including


☑️ Real-time ADF scenarios from actual project experience.

☑️ A structured, no-nonsense learning path that bridges the gap between theory and hiring room expectations.


Whether you're preparing for your first job or switching to a better one, I’m here to guide you with practical skills and real interview readiness.


Let’s build your Azure Data Engineering career — together.