DP-700 Practice Test
Tests readiness for Microsoft's DP-700 Fabric Data Engineer Associate exam — configuring and securing Fabric workspaces, batch ingestion and transformation with pipelines, Spark and Delta, real-time data with eventstreams, eventhouses and KQL, orchestration, and monitoring and optimising workloads. Pass to earn DP-700 Exam Readiness SOA-DP70.
- Advanced difficulty.Assumes years in the role or deep specialist knowledge.
- 25 scenario questions
- 25 minutes, timed
- 70% to pass · 90% for distinction
- Free no sign-up needed
- LinkedIn-ready · add it to your profile in one clickSee how ↓
What is the DP-700 Practice Test?
The DP-700 Practice Test is a free advanced-level, 25-minute skill test from Science of Apps. It tests readiness for Microsoft's DP-700 Fabric Data Engineer Associate exam — configuring and securing Fabric workspaces, batch ingestion and transformation with pipelines, Spark and Delta, real-time data with eventstreams, eventhouses and KQL, orchestration, and monitoring and optimising workloads. Score 70% or more on its 25 questions to earn a verifiable DP-700 Exam Readiness certificate (SOA-DP70). Every question is based on published standards and research — including Data Factory in Microsoft Fabric (Microsoft Learn), Spark SQL performance tuning (Apache Spark), Create, configure and use an environment in Fabric (Microsoft Learn) — and each answer is explained with its source.
Built for your job title
Data engineer, Analytics engineer, Spark developer, Real-time data engineer and Data platform engineer — and anyone who wants quick, verifiable proof of DP-700 skills for a CV or LinkedIn.
- Data engineer
- Analytics engineer
- Spark developer
- Real-time data engineer
- Data platform engineer
What the test covers
Five skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
Workspace Setup, Security and Lifecycle
20%- Spark settings and environments
- Security
- Lifecycle
- 02
Batch Ingestion and Transformation
20%- Pipelines and Copy
- Spark and Delta
- Mirroring and loading patterns
- 03
Real-Time Intelligence
20%- Eventstreams
- Eventhouse and KQL
- Activator
- 04
Orchestration
20%- Pipelines and schedules
- Dependencies and errors
- Triggers
- 05
Monitoring and Optimisation
20%- Monitoring
- Spark performance
- Delta maintenance
Independent practice test. Science of Apps is not affiliated with, endorsed by or sponsored by Microsoft. Product and exam names are trademarks of their owners. Passing earns a Science of Apps certificate, not the official exam credential.
Based on published standards
The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:
- Data Factory in Microsoft FabricMicrosoft Learn12 questions
- Spark SQL performance tuningApache Spark4 questions
- Create, configure and use an environment in FabricMicrosoft Learn3 questions
- Table deletes, updates and mergesDelta Lake3 questions
- Delta Lake documentationLinux Foundation3 questions
- Microsoft Fabric eventstreams overviewMicrosoft Learn3 questions
- Structured Streaming programming guideApache Spark3 questions
- What is a lakehouse in Microsoft Fabric?Microsoft Learn2 questions
- Kusto Query Language (KQL) overviewMicrosoft Learn2 questions
- Roles in workspacesMicrosoft Learn1 question
- Security for data warehousing in Microsoft FabricMicrosoft Learn1 question
- Introduction to Git integration in FabricMicrosoft Learn1 question
- Introduction to deployment pipelinesMicrosoft Learn1 question
- What is Microsoft Fabric?Microsoft Learn1 question
- About Azure Key VaultMicrosoft Learn1 question
- Sensitivity labels in Power BIMicrosoft Learn1 question
- Mirroring in Microsoft FabricMicrosoft Learn1 question
- Dataflow Gen2 overviewMicrosoft Learn1 question
- Eventhouse overviewMicrosoft Learn1 question
- What is Activator?Microsoft Learn1 question
- Medallion architectureDatabricks1 question
- Use the Monitoring hubMicrosoft Learn1 question
- Delta Lake table optimization and V-OrderMicrosoft Learn1 question
- Microsoft Fabric Capacity Metrics appMicrosoft Learn1 question
Try a sample question
To upsert changed records from a staging table into a Delta table in a Fabric notebook, you use
- an OPTIMIZE command
- a OneLake shortcut
- a Delta MERGE statement
- a VACUUM command
Show the answer
C. a Delta MERGE statement — MERGE inserts, updates and deletes in one step. The real test has 25 questions like this.
How the test works
25 minutes, 25 questions
One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.
Graded on our server
Answers reach the page only after you submit, so the certificate can only be earned by passing.
Every answer explained
Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.
Your certificate
Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.
What you earn

Pass, then add it to LinkedIn in one click
No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.
- 1Take the 25-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

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Frequently asked questions
What is the DP-700 Practice Test?
The DP-700 Practice Test is a free advanced-level, 25-minute skill test from Science of Apps. It tests readiness for Microsoft's DP-700 Fabric Data Engineer Associate exam — configuring and securing Fabric workspaces, batch ingestion and transformation with pipelines, Spark and Delta, real-time data with eventstreams, eventhouses and KQL, orchestration, and monitoring and optimising workloads. Score 70% or more on its 25 questions to earn a verifiable DP-700 Exam Readiness certificate (SOA-DP70). Every question is based on published standards and research — including Data Factory in Microsoft Fabric (Microsoft Learn), Spark SQL performance tuning (Apache Spark), Create, configure and use an environment in Fabric (Microsoft Learn) — and each answer is explained with its source.
How do I take the DP-700 Practice Test for free?
Read the five skill areas on this page, then take the 25-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a DP-700 Exam Readiness certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the DP-700 Practice Test questions based on real standards?
Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: Data Factory in Microsoft Fabric (Microsoft Learn); Spark SQL performance tuning (Apache Spark); Create, configure and use an environment in Fabric (Microsoft Learn); Table deletes, updates and merges (Delta Lake); Delta Lake documentation (Linux Foundation); Microsoft Fabric eventstreams overview (Microsoft Learn). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.
What does the DP-700 Practice Test cover?
Five skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Workspace Setup, Security and Lifecycle (Spark settings and environments, Security and Lifecycle); Batch Ingestion and Transformation (Pipelines and Copy, Spark and Delta and Mirroring and loading patterns); Real-Time Intelligence (Eventstreams, Eventhouse and KQL and Activator); Orchestration (Pipelines and schedules, Dependencies and errors and Triggers); Monitoring and Optimisation (Monitoring, Spark performance and Delta maintenance). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the DP-700 Practice Test?
Data engineer, Analytics engineer, Spark developer, Real-time data engineer and Data platform engineer. It suits anyone who wants a quick, verifiable way to show DP-700 skills, from students and career switchers to experienced professionals.
Can I use this for dp 700 exam questions, fabric data engineer practice test or dp-700 mock test?
Yes. The DP-700 Practice Test is free and covers all of these: 25 scenario questions in 25 minutes, each answer explained with the source it comes from, so it works as interview and exam practice. It isn't a full course, so use the areas you miss as your study list. Scoring 70% or more earns a verifiable certificate.
Is this the official DP-700 exam?
No. It is an independent practice test written to the publicly available DP-700 content outline, for checking your readiness before you book the real exam. Science of Apps is not affiliated with Microsoft, and passing earns a Science of Apps certificate rather than the official credential.
Can I take the DP-700 Practice Test from any country?
Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.
How long is the DP-700 Practice Test?
25 questions — 5 from each of 5 skill areas — with a 25-minute limit. You need 70% (18 of 25) to pass and 90% for distinction.
How hard is the DP-700 Practice Test?
We rate it Advanced: assumes years in the role or deep specialist knowledge. It has 25 scenario questions — 5 from each of 5 skill areas — and a 25-minute limit. You need 70% (18 of 25) to pass and 90% for distinction.
How much do Science of Apps certifications cost?
Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.
How are the tests graded?
On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.
What happens if I don't pass?
You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.
Do the certificates expire?
No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.
Can I add the certificate to LinkedIn?
Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.
How can an employer verify my certificate?
Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.
Are these accredited qualifications?
No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.
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