Databricks Certified Data Engineer Professional Exam
Certified Data Engineer Professional

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Prawyn Commented on September 03, 2025
Q.No. 349 the correct answer is B and D A. Snowflake parameters ? Stored in metadata (Cloud Services), not in storage. B. Micro-partitions ? Yes, this is exactly what the storage layer is for. C. Query history ? This lives in the Cloud Services Layer (metadata services), not in storage. D. Persisted query results ? Yes, these are physically written back to storage (so Snowflake can re-use them via RESULT_SCAN or materialized results). E. Standard and secure view results ? Views don’t store results; they are logical definitions.
UNITED STATES

Jerry Commented on September 03, 2025
Are any of these questions obn the new version V15 1201
Anonymous

Robert Commented on September 03, 2025
Good reference
Anonymous

Prawyn Commented on September 03, 2025
QUESTION: 272 answer should be combination of both B and E (RBAC and DAC).
UNITED STATES

bake Commented on September 03, 2025
wow , It was really useful. Without this test
Anonymous

TMc Commented on September 02, 2025
Great resource! I passed the test yesterday. I highly recommend studying these questions.
Anonymous

lk Commented on September 02, 2025
very useful
CANADA

Berlia Commented on September 02, 2025
Very helpful content
EUROPEAN UNION

Mike Commented on September 01, 2025
Looking good so far
TAIWAN PROVINCE OF CHINA

aj Commented on September 01, 2025
Q-42 correct answer is - View the full name of the run-as user in the email.
UNITED STATES

aj Commented on September 01, 2025
Question 34 - answer should be a apex trigger/apex sharing
UNITED STATES

Jacob Commented on September 01, 2025
Awesome thanks for everything
Anonymous

Kalema Edgar Commented on August 31, 2025
Question 45 is having a wrong answer. Correct answer needs to be: To provide a better understanding about the enterprise’s culture and values. Architecture Principles are enduring rules that reflect the enterprise’s values and guide decision-making. The other statements refer to different artifacts: impacts of the target architecture (benefits/impact assessment), business control in pursuit of strategy (Business Principles), and a contract between sponsor and architects (Statement of Architecture Work).
Anonymous

Kalema Edgar Commented on August 31, 2025
QUESTION: 38 for Q38, C is the right answer. The descriptions of the items after you reveal answer also shows the same
Anonymous

Aminat Commented on August 30, 2025
Very helpful, I passed my exam
Anonymous

Kalema Edgar Commented on August 30, 2025
Q26: Correct answer is D as below. D. 1F-2F-3E-4G 1 ? F (Migration Planning): Finalizing the Architecture Roadmap and the Implementation & Migration Plan is the core output of Phase F. 2 ? F (Migration Planning): In Phase F you confirm costs and benefits of work packages/Transition Architectures and ensure stakeholder understanding and buy-in. 3 ? E (Opportunities & Solutions): Mapping ABBs to SBBs to shape the solution and finalize the target architecture composition is done in Phase E. 4 ? G (Implementation Governance): Ensuring implementation projects conform to the Target Architecture is Phase G’s purpose.
Anonymous

Anonymous Commented on August 29, 2025
For 34, The answer should be option C. The explaination also says the same.
Anonymous

Md.Shafiqul Islam Commented on August 29, 2025
Good for learn and helpful for online exam
Anonymous

liam Commented on August 29, 2025
helps me grind for the exam
Anonymous

Edgar Santos Commented on August 28, 2025
Passed this exam and got 93%.
Anonymous

Roger Commented on August 28, 2025
I just came back from exam. I am happy and disappointed at the same time. Happy because I passed my exam... Disappointed... well because all these questions were in the exam word by word. If the same questions are leaked and available like this then what is the point of studying so hard... there is no value left in these certificates then. Do you get my point?
UNITED STATES

Very helpfull for my exams. Commented on August 28, 2025
Very helpfull for my exams.
Anonymous

Indian Commented on August 28, 2025
Good content
UNITED STATES

Palm-wine Tapper Commented on August 28, 2025
'this is great , really helpful.. wish we could get about 50 questions before restrictions
Anonymous

rach Commented on August 28, 2025
need more questions
UNITED STATES

Richard Commented on August 28, 2025
The questions and content are the same in real exam and these are also the same in exmatopic site. But this site sells the full version for 50% discount and almost one third of the price. But you get the EXACTLY the same content! Use the discount code they gave me: 20%OFF for single exam and 50%OFF for 2 or more exams. Cheerrrrssss!
UNITED STATES

Geremy Commented on August 28, 2025
Passed this exam about 3 days ago. Most of the questions were the same in my exam. This is a valid Exam prep and all worth the time.
UNITED KINGDOM

Felix Commented on August 27, 2025
Danke schon!!
UNITED KINGDOM

vijay, Bharat Commented on August 27, 2025
This is a must for exam prep. Good questions.
Anonymous

Kane Commented on August 26, 2025
Looks like the answers were all updated and this is a valid version.
EUROPEAN UNION

Simon Commented on August 26, 2025
In this freaking job market you need these certifications. This Exam prep is great and update to date in US.
UNITED STATES

Pro-Shin Commented on August 26, 2025
These are same questions as the other big sites like exam topics but they give you for free or the PDF version is for a fraction of the price.
INDIA

Shirman Commented on August 26, 2025
I just passed the N10-009 exam using these real exam questions. This practice questions helped me a lot and made it easy for me to pass.
Canada

Ahmad Commented on August 26, 2025
I wish they had a French version of this practice questions. It would be been wonderful. Regardless, I managed to pass this exam with the help of these questions. Just when you are buying the full version make sure to use the discount code of 20%OFF or the 50%OFF.
France

Uzb Commented on August 26, 2025
11 is B answer correct
EUROPEAN UNION

Uzb Commented on August 26, 2025
9th is also A, MED id non transitive atribute
EUROPEAN UNION

Uzb Commented on August 26, 2025
8th is D (Local Pref. should be higher, MED lower, AS-PATH less and eBGP prefered then iBGP)
EUROPEAN UNION

Dave Commented on August 26, 2025
Is this is a good resource?
UNITED STATES

N Commented on August 26, 2025
Q3 (page 37) is definitely wrong. The answer should be B and C. A PAW is used to manage your identity tier. Your Kiosks need to be hardened in a similar way that a PAW is hardened. They are not PAWs though.
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Main_Switch Commented on August 25, 2025
Ladies and Gents, I am here to let you all know that I passed this exam. Finally!!! 1) DO NOT take this exam easy. It is VERY VERY hard. 2) Study Study and Study well. 3) Use this Exam prep. It is extremely helpful. Paid version is well worth it. 4) Good luck!
UNITED STATES

Bonnie Commented on August 25, 2025
I am happy to pass the SC-401 exam. I practiced with these practice questions questions which really helped. Exam is kinda hard but more ticky than being hard. The PDF version or full version of this practice questions PDF I purchased includes question patterns and key concepts like compliance, security, and governance in Microsoft 365. So I combined this with Microsoft Learn and hands-on labs which worked well. I do recommend this approach for anyone preparing!
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N Commented on August 25, 2025
I think question 30 (page 11) is incorrect. The recycle bin is a good solution for making copies of files and encrypting them and then deleting the originals. I'm not sure a DLP policy would do that
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N Commented on August 25, 2025
This one is wrong. MDI does not detect exfiltration to other websites. The best answer (I think) is Defender for Cloud Apps.
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Moses Commented on August 25, 2025
Practise questions very helfpul in preping for exams
Anonymous

Elsayed Tarek Commented on August 25, 2025
Q107 the right option is D not B
Anonymous

Mehmet Commented on August 25, 2025
Great free resource. All valid questions as I have seen these in sites like exam topics or exam collection. But what is the catch? Why give it all for free?
GERMANY

Gayathiri Commented on August 25, 2025
I had prepared for AWS SAA-C03 exam and after preparation, came here to revise my knowledge. I had passed AWS SAA-C03 exam. There were 15 to 20 exactly same question appeared in the exam. Understood the concepts from entire question practice test. Thanks you for providing these practice test.
Anonymous

Victor Wardi Commented on August 24, 2025
Question 17 the correct answer is C.
BRAZIL

SomebodyisNobody Commented on August 24, 2025
Luckily I checked these before my exam day. It had been super helpful and I passed my exam.
NEW ZEALAND

Uzb Commented on August 24, 2025
correct answer for 14 th question is B
EUROPEAN UNION