
Confused about what to learn and in what order to become an Azure Data Engineer?
I’ve created a step-by-step 12-week roadmap that helps you move from fundamentals to real project readiness.
This is the same structure many successful candidates use to prepare for jobs, interviews, and certifications.
✔ Week-by-week learning plan
✔ Tools and technologies to focus on
✔ Clear progression from basics → advanced
✔ Project milestones
✔ Guidance toward interview readiness
• Azure & Data Engineering basics
• SQL for data work
• Data Lake & architecture concepts
• Spark fundamentals
• Azure Databricks
• PySpark & optimization
• Azure Data Factory
• Python essentials
• End-to-end project guidance
• Interview & profile preparation
• Beginners starting in Data Engineering
• Data Analysts moving to DE
• Professionals shifting to Azure
• Anyone who wants structured direction instead of random learning