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DP-700

Fabric Data Engineer Associate Study Guide

A study path for Microsoft Certified: Fabric Data Engineer Associate — what to know before you start, and the order worth doing things in.

Exam at a glance

Length120 min (140 min seat time)
Questions40–60
Passing score700 / 1000
FormatsMultiple choice, drag-and-drop, case studies, possibly labs
Microsoft Learn accessAvailable (split-screen)
RenewalEvery 12 months, free online assessment
PrerequisiteNone

DP-700: exam domains

Dive deep into each exam objective with comprehensive study materials.

30-35%
Ingest and Transform Data
Design batch and streaming loads, choose the right ingestion tool, and transform data with Dataflows Gen2, pipelines, Spark, SQL, and KQL.
10-15%
Fabric Foundations and OneLake
Understand the unified Fabric platform, OneLake storage, and how the core workloads fit together
30-35%
Apache Spark and Notebooks
Use Spark pools, DataFrames, Spark SQL, notebooks, and Delta tables to process data at scale in a Fabric Lakehouse.
20-25%
Lakehouse, Delta Lake and Medallion Architecture
Combine flexible data lake storage with reliable Delta tables, structured through Bronze, Silver and Gold layers
15-20%
Fabric Data Warehouse
Design, load and query a relational analytical store using transactional T-SQL and dimensional modelling
30-35%
Streaming Data and Real-Time Intelligence
Ingest, store, query, visualize, and act on continuous data using Eventstreams, Eventhouse, KQL, dashboards, and Activator.
30-35%
Monitor and Maintain Data
Monitor pipeline runs, optimize performance, and maintain data quality
10-15%
CI/CD and Lifecycle Management
Version, test and promote Fabric solutions safely using Git integration, deployment pipelines and the Fabric REST APIs
25-30%
Secure Data
Implement security controls, access management, and compliance
Exam-wide
Final Revision: Scenario and Component Guide
Quick-recall tables for choosing the right Fabric component and revising commonly confused concepts before exam day

Where this exam fits

DP-900 · recommended groundworkDP-700DP-600 · pairs with — Fabric Analytics Engineer
Download PDF cheatsheet
Complete DP-700 study guide in PDF format
In-depth Fabric learning path
Dataflows Gen2, pipelines, and Copy Data before Spark, Delta, Eventhouse, and KQL

Prerequisites

No strict prerequisites, but the exam assumes hands-on exposure to Microsoft Fabric — navigating the UI, working with workspaces and permissions, and understanding OneLake. If you're new to Fabric, Microsoft's DP-900 (Azure Data Fundamentals) now covers Fabric basics and is a good on-ramp first.

Recommended background

  • Microsoft Fabric fundamentals — Lakehouse, Warehouse, Eventhouse, and how workloads fit together
  • Batch ingestion patterns and file formats like Parquet and Delta
  • Basic SQL (joins, aggregations) and awareness of Spark/PySpark
  • Power BI awareness — semantic models, Import vs DirectQuery vs Direct Lake

Step-by-step study plan

1
Review the official study guide

Open Microsoft's official skills-measured breakdown and use it as your checklist — it's updated whenever the exam changes.

Official DP-700 study guide
2
Schedule your exam

Pick a date through the official Microsoft certification page and plan your study time backwards from it. Give yourself 2–4 weeks if you already use the tech weekly, 4–8 weeks if you're newer to it.

Exam & scheduling page
3
Go through the official learning path

Complete Microsoft's free, self-paced modules for this exam. Take notes on anything you can't explain simply — that's what to revisit.

Official documentation
4
Get hands-on practice

DP-700 rewards recognizing real scenarios and trade-offs, not memorization. Spin up a free-tier environment and actually try the concepts — ingestion, transformations, security settings — rather than just reading about them.

5
Benchmark your knowledge

Use FabricPrep's DP-700 practice questions to find weak spots, and sit the timed Shield exam to build comfort with exam-day pacing.

Practice DP-700 now — 92 free questions
6
Take the exam

The day before: review only your weak topics, don't cram new material. On exam day: read each question carefully, eliminate wrong answers first, and watch for wording that implies a constraint (least privilege, cost, performance).

Additional resources

Official DP-700 study guide
The authoritative skills-measured breakdown, updated whenever the exam changes
DP-700 certification page
Official exam facts — format, renewal period, and prerequisites
Fabric data engineering docs
Core lakehouse, pipeline, and Spark concepts the exam draws from
Learn Microsoft Fabric with Will — DP-700 Exam Full Course
A single long-form video walkthrough of every DP-700 skill area, good for a structured one-sitting review
Ready to test yourself?

92 realistic DP-700 practice questions with instant feedback and detailed explanations.

Practice DP-700 now