Microsoft Fabric Data Engineering: Advanced Lakehouse Architecture, Pipelines, and Spark Optimisation
Elevate your data engineering skills by mastering advanced lakehouse architectures and Spark optimization techniques.
Course Guaranteed to Run
Course guaranteed to run. If only one participant registers, the course is converted into private flexible 1-to-1 training and consulting.
Why This Course Matters
The Business Problem We Solve
Most organizations struggle to leverage their data effectively due to inefficient architecture, monolithic ETL patterns, and inadequate pipeline designs. This course addresses these challenges by teaching participants to build scalable and maintainable data platforms using the Microsoft Fabric lakehouse architecture. Participants will learn how to design production-grade solutions that not only perform optimally but are also governed and monitored appropriately, setting them up for success in their data initiatives.
Who This Course Is Built For
Senior data engineers Lakehouse architects Platform engineers Data engineering team leads
Who Should Attend
What You Will Be Able to Do
- Design a production-grade medallion architecture in Microsoft Fabric
- Implement advanced Data Factory pipelines and optimize PySpark workloads
- Secure and govern Fabric Lakehouse environments effectively
Programme
Practical Exercises & Labs
- Design and implement a 3-layer medallion architecture.
- Build a parameterised Data Factory pipeline that handles incremental loads.
- Profile and optimize a PySpark transformation pipeline using Spark UI.
Practical Deliverables
Teaching Methods
Certification & Exam Alignment
Certification alignment: DP-700 — Microsoft Fabric Data Engineer Associate (full direct preparation)
This course provides full preparation for the DP-700 exam, which is administered independently at Pearson VUE. DanAf provides exam readiness support post-course completion.
The exam is not automatically included unless explicitly stated. The exam may be administered independently by the relevant certification body or testing provider.
Prerequisites
Assessment
Delivery Options
Upcoming Sessions
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