Find your starting point
Review your current skills, your goal and the topics you already know. Use that starting point to shape your preparation.
MicrosoftCERTIFICATION PREPARATIONMicrosoft Certified: Fabric Data Engineer Associate
Ingest, transform and validate data. Design pipelines, storage and data models.
Connect data preparation, semantic modelling and analytics delivery. Work through the decisions behind a solution, then practise explaining why it works.
Guided learning Practical exercises Feedback and questions
A clear set of skills to work towards.
Build your understanding step by step, then apply it to work you can explain.
- 01
Ingest, transform and validate data
Explore the inputs and the steps that make them useful. Practise profiling, preparing and validating data before building on it.
- 02
Design pipelines, storage and data models
Work through the structure behind a solution. Practise organising data, choosing relationships and checking how your design behaves.
- 03
Monitor reliability, governance and performance
Work through realistic access, security and responsibility scenarios. Explain the safeguards you choose and the risks they address.
Less guessing. More deliberate practice.
Learn, then put it to work
Work through the topics with guided explanations, demonstrations and hands-on exercises. Ask questions as you apply each idea.
Build and get feedback
Bring the skills together in a practical scenario. Review the result, explain your choices and revisit the parts that need more practice.
Review your readiness
Use the official objectives and available provider practice resources to identify gaps. Review mistakes and plan your next round of practice.
Something to build. Something to explain.
Work through an analytics solution: prepare data, shape a semantic model and explain how you would maintain and govern it.
Practical work, review notes and clear next steps.
Technical knowledge. Teaching that makes sense.
TRAINER MATCHING STANDARD
Microsoft Certified Trainer (MCT)
Our Microsoft trainer matching standard combines active MCT status, relevant technical credentials and practical teaching ability.
- Relevant credentials checked before matching
- Practical experience with the technology
- Teaching clarity, feedback and space for questions
Your trainer’s profile and credential details are confirmed before scheduling.
About this credential standardWHO IT’S FOR
A sensible next step for you?
Learners preparing for analytics engineer responsibilities.
BEFORE YOU START
Bring a foundation to build on.
Start with the preceding roadmap foundations; practical experience is recommended for later stages.
Your place in the microsoft fabric roadmap.
- IntermediateDP-600
- IntermediateDP-700You are here
- AdvancedAdvanced Microsoft Fabric Data Engineering