Engineer data pipelines in Fabric

Optional foundation

Check your starting knowledge

Use DP-900 to review the basics. You do not need to take this foundation exam to follow our route. If you already know the material, move on.

Core learning · DP-700

Learn the role, one area at a time

Work through the official guide and its learning resources. Use these three study blocks to organize your notes; the official skills outline remains your complete coverage checklist.

1. 1.Set up and manage an analytics solution
2. 2.Ingest and transform batch and streaming data
3. 3.Monitor and optimize data pipelines

Hands-on consolidation

Put it into practice

Design an incremental ingestion pipeline for synthetic orders. Include duplicate handling, schema changes, failure alerts and a safe rerun.

Use a dedicated lab and synthetic data, never an employer's production environment. Check licensing and costs before provisioning; budget alerts do not stop spending. Remove resources when finished.

Review & exam planning

Find gaps with our DP-700 test

Try the test, explain each missed answer and return to the corresponding learning topic. Repeat the practical task where needed. A practice score is feedback, not proof of certification readiness.

Before booking, check the official page for current exam availability, any retirement or beta notice, and the credential's full requirements. This guide does not track completion or award a certificate.