Azure Fundamentals Certification Guide
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Everything the AZ-900 exam covers — domains, format, cost and passing score — plus a study plan and practice-test strategy for Azure Fundamentals.
Continue readingWhat Microsoft's data engineer certification involves in 2026: the DP-700 Fabric exam, format, cost, skills tested, renewal rules and a study plan.

Microsoft's current data engineer certification is Microsoft Certified: Fabric Data Engineer Associate, earned by passing one exam: DP-700, "Implementing Data Engineering Solutions Using Microsoft Fabric". It is a 100-minute proctored exam, scored on a 1–1,000 scale with a passing mark of 700, and it has no formal prerequisites. If you searched for "Azure Data Engineer certification" and landed here, note that the older credential and its DP-203 exam retired on 31 March 2025 — DP-700 is the path Microsoft now positions as its replacement.
This guide covers the whole credential: what changed between the Azure and Fabric eras, what the exam actually tests, what it costs, how the one-year renewal cycle works, and a study sequence that fits how the exam is structured. It is written for engineers deciding whether to book DP-700 and for those already committed who want to prepare efficiently.
The Fabric Data Engineer Associate certification validates that you can build and operate analytics solutions on Microsoft Fabric — Microsoft's unified data platform that brings ingestion, transformation, warehousing and real-time analytics under one roof. The certification sits at the associate level of Microsoft's system: above the fundamentals tier, below the expert tier, and tied to a specific job role rather than general cloud literacy.
The relationship between the moving parts is worth spelling out, because Microsoft's naming trips people up. Microsoft is the provider. Fabric Data Engineer Associate is the certification you hold. DP-700 is the single exam you pass to earn it. The job it maps to is the data engineer role: the person who gets data into a platform, reshapes it into something analysts and data scientists can use, and keeps those pipelines healthy in production.
If the Microsoft certification system itself is new to you — how fundamentals, associate and expert tiers relate, what the exam codes mean — the Microsoft certifications explained for beginners guide walks through the structure before you commit to any single exam.
For years, "the Microsoft data engineer cert" meant Azure Data Engineer Associate, earned through exam DP-203 and built around Azure Synapse Analytics, Azure Data Factory and Azure Data Lake Storage. Microsoft retired both the DP-203 exam and that certification on 31 March 2025. It can no longer be taken, earned or renewed; existing holders keep it on their transcripts, but it is a closed chapter.
Microsoft positions DP-700 as the closest replacement, and the shift reflects a genuine strategy change rather than a cosmetic renumbering. DP-203 tested you on stitching together separate Azure services; DP-700 tests you on Microsoft Fabric, where those capabilities live inside one integrated platform. If your day job is still on Synapse-era architecture, expect a real learning curve: the concepts of ingestion, transformation and orchestration carry over, but the tooling, terminology and administration model are Fabric's own.
Two practical consequences follow. First, if you hold DP-203, there is no renewal route back — moving forward means earning DP-700 fresh. Second, if you are comparing old study material, discard anything organised around the DP-203 objectives; the domains do not map one-to-one. The retired credential's own story — what it covered and what holding it still signals — is told in our separate Azure Data Engineer certification guide, so this article stays focused on the exam you can actually book.
This churn is part of a wider overhaul: between 2025 and 2026 Microsoft retired or replaced a string of role-based certifications (including AZ-204, AI-102 and DP-100) as it refreshed its portfolio around AI-era roles. DP-700 sits on the survivors' list — as of August 2026 its Learn page carries no retirement warning, and the content was last updated in July 2026 — which matters if you are wary of investing study time in a credential mid-transition.
There are no formal prerequisites for DP-700. You do not need DP-900, any Azure certification, or a set number of years in the field. Microsoft describes the intended candidate as someone with hands-on experience in data ingestion, transformation and analytics administration, but nothing is enforced — you book the exam, you sit it, and a scaled score of 700 or above earns the certification.
The verifiable format facts, as of August 2026:
Microsoft defines three skill domains for DP-700. The official study guide on Microsoft Learn carries the percentage weightings — check it there rather than trusting third-party numbers — but the domain names alone tell you where to spend your time:
Implement and manage an analytics solution. This is the platform-administration domain: workspaces, security and governance, deployment and lifecycle of Fabric items. Candidates from pure pipeline-building backgrounds tend to underestimate it. Fabric's workspace model, permission layers and capacity concepts are distinctly its own, and questions here reward people who have actually configured a Fabric environment rather than only consumed one.
Ingest and transform data. The core craft domain: getting data into Fabric through batch and streaming patterns and reshaping it. This is where the exam's three languages earn their keep — SQL, PySpark and KQL (Kusto Query Language) are all listed among the skills measured. That trio is the honest headline of DP-700 preparation. Plenty of strong SQL developers arrive with little PySpark, and almost everyone outside the Azure monitoring and real-time analytics world arrives with no KQL. Whichever of the three you would avoid in a code review is the one to schedule first.
Monitor and optimize an analytics solution. Operations after go-live: monitoring pipelines and capacity, identifying errors, tuning performance. Treating this domain as an afterthought is a common mistake, because study courses naturally spend their hours on building rather than running. The role Microsoft is certifying is someone trusted with production workloads, and the exam reflects that.
A useful interpretation across all three: DP-700 is a breadth-of-platform exam more than a depth-of-code exam. It asks whether you can operate the whole Fabric analytics lifecycle — provision it, feed it, fix it — not whether you can write the cleverest transformation.
Microsoft prices exams by the country or region in which the exam is proctored, and does not print a universal USD figure on the certification page. Third-party sources consistently cite around US$165 for associate-level exams in the United States, but treat that as commonly reported rather than official, and confirm the price for your country on the DP-700 exam page at Microsoft Learn when you schedule through Pearson VUE. Taxes may apply on top.
Budget realistically for the surrounding costs, too:
Fabric Data Engineer Associate follows Microsoft's standard rule for role-based certifications: it expires one year after you earn it, which sounds harsh until you see the renewal mechanics. Renewal is free, delivered as an online assessment on Microsoft Learn that is unproctored and open book, becomes available in a six-month window before your expiry date, and can be retaken unlimited times within that window. Pass it and your certification extends another year; no fee, no test centre, no scheduling.
Two misconceptions to clear up. Microsoft certifications do not last three years the way some other cloud providers' credentials do — the cycle is annual. And the renewal assessment is not a repeat of DP-700; it is a lighter check that you have kept up with what changed in the platform over the year. Given how quickly Fabric ships new capabilities, an annual open-book touchpoint is arguably a feature: your credential asserts current knowledge, not knowledge from whenever you first passed.
The certification earns its keep for a fairly specific set of profiles.
A strong fit:
Consider a different starting point if:
A realistic scenario: a SQL-heavy warehouse developer with four years on SQL Server and Azure Data Factory, no Spark, no KQL. For that profile, DP-700 is attainable but not quick — the SQL and orchestration instincts transfer directly, the Fabric workspace model is learnable in weeks, but PySpark and KQL are genuinely new languages that need deliberate practice, not skimming. The same candidate attempting the exam on SQL strength alone would likely pass two domains comfortably and lose the exam in the gaps.
The order below front-loads the platform itself, because Fabric fluency is the multiplier for everything else.
How long this takes is genuinely experience-dependent — Microsoft publishes no recommended study hours, and the spread between a Fabric-using engineer and a career changer is too wide for one honest number. Let your practice-test trend, not the calendar, make the booking decision.
No. Azure Data Engineer Associate (exam DP-203) retired on 31 March 2025 and cannot be earned any more. DP-700 awards a different certification — Fabric Data Engineer Associate — which Microsoft positions as the closest successor. The role is similar; the platform tested (Fabric rather than Synapse-centred Azure services) is substantially different.
No. DP-700 has no formal prerequisites. DP-900 (Azure Data Fundamentals) is a sensible warm-up for newcomers because it is short, beginner-level and never expires, but nothing stops an experienced engineer going straight to DP-700.
Microsoft does not publish question counts for its exams — for DP-700 or any other. The official facts are the 100-minute duration and the 700/1,000 passing score. Treat any specific question count you see elsewhere as unverified.
Yes. Delivery is through Pearson VUE, and you can choose a test centre or online proctoring from home, subject to the online option's technical and environment requirements.
You can retake after 24 hours for the first retry, with longer mandatory waits for later attempts, paying the exam fee each time. Microsoft's Exam Replay offers provide a paid retake-insurance option if you want cover before your first attempt.
If you build or run data pipelines on the Microsoft platform, DP-700 is the certification to hold in 2026: it is current, actively maintained, aligned with where Microsoft has moved its data stack, and — unusually kind among cloud credentials — free to keep renewed once you have it. The realistic commitment is the preparation, not the maintenance: one 100-minute exam, priced by country at the associate tier, with your study time concentrated on whichever of SQL, PySpark and KQL you know least and on Fabric's administration and monitoring surfaces.
Start with the official study guide, get hands-on in a Fabric workspace early, and use timed practice to expose weak domains before the booking fee is on the line. And if you are still deciding between the engineering and analyst tracks, or where this exam sits in a longer Microsoft plan, the sibling guides linked below map the rest of the terrain.
Exam facts in this guide were checked against official certification-provider pages on . Fees, exam codes and policies change — confirm on the provider’s own site before you book.
Put it into practice
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