Latest PDF of DCDEP: Databricks Certified Data Engineer Professional

Databricks Certified Data Engineer Professional Practice Test

DCDEP test Format | Course Contents | Course Outline | test Syllabus | test Objectives

100% Money Back Pass Guarantee

DCDEP PDF demo Questions

DCDEP demo Questions

DCDEP Dumps DCDEP Braindumps DCDEP actual questions DCDEP Practice Test
DCDEP actual Questions
killexams.com Databrick DCDEP
Databricks Certified Data Engineer Professional
https://killexams.com/pass4sure/exam-detail/DCDEP
Question: 21
A DELTA LIVE TABLE pipelines can be scheduled to run in two different modes, what are these two different modes?
1. Triggered, Incremental
2. Once, Continuous
3. Triggered, Continuous
4. Once, Incremental
5. Continuous, Incremental
Answer: C
Explanation:
The answer is Triggered, Continuous
https://docs.microsoft.com/en-us/azure/databricks/data-engineering/delta-live-tables/delta-live-tables-concepts#-- continuous-and-triggered-pipelines
� Triggered pipelines update each table with whatever data is currently available and then stop the cluster running the pipeline. Delta Live Tables automatically analyzes the dependencies between your tables and starts by computing those that read from external sources. Tables within the pipeline are updated after their dependent data sources have been updated.
� Continuous pipelines update tables continuously as input data changes. Once an update is started, it continues to run until manually stopped. Continuous pipelines require an always-running cluster but ensure that downstream consumers have the most up-to-date data.
Question: 22
Which of the following developer operations in CI/CD flow can be implemented in Databricks Re-pos?
1. Merge when code is committed
2. Pull request and review process
3. Trigger Databricks Repos API to pull the latest version of code into production folder
4. Resolve merge conflicts
5. Delete a branch
Answer: C
Explanation:
See the below diagram to understand the role Databricks Repos and Git provider plays when building a CI/CD workflow.
All the steps highlighted in yellow can be done Databricks Repo, all the steps highlighted in Gray are done in a git provider like Github or Azure DevOps
Question: 23
Identify one of the below statements that can query a delta table in PySpark Dataframe API
1. Spark.read.mode("delta").table("table_name")
2. Spark.read.table.delta("table_name")
3. Spark.read.table("table_name")
4. Spark.read.format("delta").LoadTableAs("table_name")
5. Spark.read.format("delta").TableAs("table_name")
Answer: C Question: 24
How VACCUM and OPTIMIZE commands can be used to manage the DELTA lake?
1. VACCUM command can be used to compact small parquet files, and the OP-TIMZE command can be used to delete parquet files that are marked for dele-tion/unused.
2. VACCUM command can be used to delete empty/blank parquet files in a delta table. OPTIMIZE command can be used to update stale statistics on a delta table.
3. VACCUM command can be used to compress the parquet files to reduce the size of the table, OPTIMIZE command can be used to cache frequently delta tables for better performance.
4. VACCUM command can be used to delete empty/blank parquet files in a delta table, OPTIMIZE command can be used to cache frequently delta tables for better performance.
5. OPTIMIZE command can be used to compact small parquet files, and the VAC-CUM command can be used to delete parquet files that are marked for deletion/unused. (Correct)
Answer: E Explanation: VACCUM:
You can remove files no longer referenced by a Delta table and are older than the retention thresh-old by running the vacuum command on the table. vacuum is not triggered automatically. The de-fault retention threshold for the files is 7 days. To change this behavior, see Configure data retention for time travel.
OPTIMIZE:
Using OPTIMIZE you can compact data files on Delta Lake, this can Boost the speed of read queries on the table. Too many small files can significantly degrade the performance of the query.
Question: 25
Which of the following statements are correct on how Delta Lake implements a lake house?
1. Delta lake uses a proprietary format to write data, optimized for cloud storage
2. Using Apache Hadoop on cloud object storage
3. Delta lake always stores meta data in memory vs storage
4. Delta lake uses open source, open format, optimized cloud storage and scalable meta data
5. Delta lake stores data and meta data in computes memory
Answer: D
Explanation:
Delta lake is
� Open source
� Builds up on standard data format � Optimized for cloud object storage
� Built for scalable metadata handling Delta lake is not � Proprietary technology
� Storage format � Storage medium
� Database service or data warehouse
Question: 26
What are the different ways you can schedule a job in Databricks workspace?
1. Continuous, Incremental
2. On-Demand runs, File notification from Cloud object storage
3. Cron, On Demand runs
4. Cron, File notification from Cloud object storage
5. Once, Continuous
Answer: C
Explanation:
The answer is, Cron, On-Demand runs
Supports running job immediately or using can be scheduled using CRON syntax
Question: 27
Which of the following type of tasks cannot setup through a job?
1. Notebook
2. DELTA LIVE PIPELINE
3. Spark Submit
4. Python
5. Databricks SQL Dashboard refresh
Answer: E Question: 28
Which of the following describes how Databricks Repos can help facilitate CI/CD workflows on the Databricks Lakehouse Platform?
1. Databricks Repos can facilitate the pull request, review, and approval process before merging branches
2. Databricks Repos can merge changes from a secondary Git branch into a main Git branch
3. Databricks Repos can be used to design, develop, and trigger Git automation pipelines
4. Databricks Repos can store the single-source-of-truth Git repository
5. Databricks Repos can commit or push code changes to trigger a CI/CD process
Answer: E
Explanation:
Answer is Databricks Repos can commit or push code changes to trigger a CI/CD process See below diagram to understand the role Databricks Repos and Git provider plays when building a CI/CD workdlow.
All the steps highlighted in yellow can be done Databricks Repo, all the steps highlighted in Gray are done in a git provider like Github or Azure Devops.
Diagram
Description automatically generated

Killexams VCE test Simulator 3.0.9

Download Killexams-Exam-Simulator-3.0.9.rar

Killexams has introduced Online Test Engine (OTE) that supports iPhone, iPad, Android, Windows and Mac. DCDEP Online Testing system will helps you to study and practice using any device. Our OTE provide all features to help you memorize and practice test Questions Answers while you are travelling or visiting somewhere. It is best to Practice DCDEP test Questions so that you can answer all the questions asked in test center. Our Test Engine uses Questions and Answers from actual Databricks Certified Data Engineer Professional exam.

Killexams Online Test Engine Test Screen

Killexams Online Test Engine Progress Chart

Killexams Online Test Engine Test History Graph

Killexams Online Test Engine Performance History

Killexams Online Test Engine Result Details

Online Test Engine maintains performance records, performance graphs, explanations and references (if provided). Automated test preparation makes much easy to cover complete pool of questions in fastest way possible. DCDEP Test Engine is updated on daily basis.

These DCDEP Exam Questions are very well informed

At killexams.com, we provide very legitimate Databricks DCDEP Exam Questions that are necessary for passing the DCDEP test. We genuinely empower people to Boost their insight and memory of the Databricks Certified Data Engineer Professional Test Prep and ensure their 100% achievement. It is the best choice to advance your situation in your association.

Latest 2025 Updated DCDEP Real test Questions

We now offer legitimate, up-to-date, and latest [YEAR] syllabus DCDEP test Deposits that we consistently keep updated and valid. At killexams.com, we provide the exact and most up-to-date DCDEP Premium Questions and Ans which includes all objectives related to the DCDEP test course by topic. With the help of the DCDEP Premium Questions and Ans, one does not need to waste their opportunity on spending time reading Databricks Certified Data Engineer Professional reference books. Instead, just invest a little time to read and gather all the information from DCDEP real questions and Solutions. Additionally, we offer both PDF Version and VCE test Sim Version of Questions and Answers. For DCDEP VCE test Sim Version dumps, candidates experience the same test environment as the Databricks DCDEP actual exam. At killexams.com, we are dedicated to providing the most up-to-date and accurate DCDEP test dumps to our customers. Our team of experts ensures that our DCDEP Premium Questions and Ans is regularly updated with the latest test objectives. We also offer special discounts and exclusive deals for our customers who register with us. With our full refund guarantee, customers can trust in our products and know that they will receive the best possible preparation for their Databricks DCDEP exam. So, don't waste any more time searching for unreliable test dumps online. Register with killexams.com today and get access to the most reliable and accurate DCDEP test dumps available on the market.

Killexams Review | Reputation | Testimonials | Customer Feedback

I'm happy to report that I passed my DCDEP test with flying colors, and killexams.com's practice test was a significant contributor to my success. While their practice test didn't cover all the questions that appeared on the exam, it helped me develop a strong technical foundation that allowed me to answer even the most challenging questions. Thanks to their efforts, I passed the test with excellent results.
Martha nods [2025-6-19]

The explanations in the killexams.com Questions Answers guide were easy to comprehend and made a significant impact in my understanding of the material. Thanks to their guidance, I was able to pass my DCDEP test with a healthy score of 69. I highly recommend killexams.com Questions Answers for anyone preparing for the DCDEP exam.
Lee [2025-6-10]

Killexams.com's accurate Questions Answers helped me pass the DCDEP test on my first attempt, scoring 78% marks. Although my score was initially 90%, it was incorrectly marked down. Nevertheless, Killexams.com's team did an excellent job, and I appreciate their efforts. Thank you for helping me achieve my goals.
Martha nods [2025-6-10]

More DCDEP testimonials...

DCDEP Exam

User: Tati*****

The preparation time for my dcdep test was a pleasant experience. Thanks to Killexams.com Questions Answers for providing all the necessary assistance. Although I had limited time for preparation, Killexams.com practice tests were helpful for me. They had substantial Questions Answers that enabled me to prepare in a short time.

User: Isla*****

Whenever I need to pass a certification test to keep my job, I visit Killexams.com, search for the required certification test, purchase it, and prepare for the exam. It is worth admiring because I always pass the test with high scores.

User: Yuliya*****

As an IT professional, my skills and knowledge need to be top-notch. However, with a busy job and many responsibilities, I found it challenging to make time for thorough preparation. Thats when I discovered the well-organized Questions Answers guide provided by killexams.com practice tests, which helped me achieve the right score within the stipulated time in DCDEP.

User: Josefa*****

I wanted to express my gratitude to you for providing test materials that helped me pass my dcdep certification exam. This is the first time I have used your cram, and I was skeptical at first. However, my passing score of 80% proves the effectiveness of your materials. Thank you so much! Regards, Thomas from Calgary, Canada.

User: Youssef*****

Thanks to Killexams.com, I was able to answer all the questions on the DCDEP test in just half the allotted time. I appreciated the support provided by the study guide, and I plan to use it for future tests. With their phenomenal study materials and practice instruments, I was able to pass the DCDEP test with good marks. I am grateful for the team cooperation with my preparation.

DCDEP Exam

Question: What if I do not pass DCDEP test with your test prep?
Answer: First of all, if you read and memorize all DCDEP questions and practice with the VCE test simulator, you will surely pass your exam. But in case, you fail the test you can get the new test in replacement of the present test or refund. You can further check details at https://killexams.com/pass-guarantee

Question: Can I make changes in PDF file I need to?
Answer: Yes, killexams DCDEP questions PDF files are not protected against change. You can make changes as you like. You can add notes, highlight, or make any change in the document.

Question: I have very poor reading skills, What should I use to pass DCDEP exam?
Answer: If you have poor reading skills, you should use the VCE test simulator. You should take the DCDEP test again and again until you get a 100% score in the test simulator. It means you are ready to take the test. Although we recommend going through all the questions/answers before you take the test and get additional knowledge as much as possible, still you can pass your test with these DCDEP dumps.

Question: Can I obtain test prep questions bank of DCDEP exam?
Answer: Yes Of course. Killexams is the best source of DCDEP test dumps collection with valid and latest test prep. You will be able to pass your DCDEP test easily with these DCDEP practice test.

Question: There are several people providing DCDEP dumps, Why I choose killexams?
Answer: Yes, there are several DCDEP questions providers on the internet but most of them are just copying the material from our website but do not update the question bank. We take the DCDEP dumps collection from actual DCDEP questions from test centers and update the Questions Answers and practice tests regularly, that's why killexams.com is the right place to obtain up-to-date DCDEP practice test.

References

Frequently Asked Questions about Killexams Practice Tests

Does killexams process the payments?
Killexams do not process payments by themselves. It uses 3rd party 3D secured payment processor to handle the payment. All the information is kept secured by the payment bank and is not accessible to anyone including killexams. You can blindly trust killexams payment company for your purchase.

What are the requirements to apply for refund?
In case, you fail the test you can send your failing scoresheet by email to support and get the new test in replacement or refund. You can further check requirements and details at https://killexams.com/pass-guarantee

I have less number of questions in VCE than PDF, How to fix it?
You should write an email to support and write the details. Our support team will re-generate the test simulator that will include all the questions/answers that are in the PDF also. Some time PDF version is updated with the latest questions and test simulator re-generation is in the queue for the update. That\'s why you see fewer questions or different questions in the test simulator.

Is Killexams.com Legit?

Absolutely yes, Killexams is 100% legit as well as fully reliable. There are several attributes that makes killexams.com traditional and straight. It provides up-to-date and fully valid test dumps including real exams questions and answers. Price is very low as compared to the majority of the services on internet. The Questions Answers are updated on ordinary basis together with most exact brain dumps. Killexams account set up and product delivery is incredibly fast. Report downloading is actually unlimited and extremely fast. Support is available via Livechat and E mail. These are the characteristics that makes killexams.com a sturdy website which provide test dumps with real exams questions.

Other Sources

Which is the best testprep site of 2025?

There are several Questions Answers provider in the market claiming that they provide Real test Questions, Braindumps, Practice Tests, Study Guides, cheat sheet and many other names, but most of them are re-sellers that do not update their contents frequently. Killexams.com is best website of Year 2025 that understands the issue candidates face when they spend their time studying obsolete contents taken from free pdf obtain sites or reseller sites. That is why killexams update test Questions Answers with the same frequency as they are updated in Real Test. Testprep provided by killexams.com are Reliable, Up-to-date and validated by Certified Professionals. They maintain dumps collection of valid Questions that is kept up-to-date by checking update on daily basis.

If you want to Pass your test Fast with improvement in your knowledge about latest course contents and topics, We recommend to obtain PDF test Questions from killexams.com and get ready for actual exam. When you feel that you should register for Premium Version, Just choose visit killexams.com and register, you will receive your Username/Password in your Email within 5 to 10 minutes. All the future updates and changes in Questions Answers will be provided in your obtain Account. You can obtain Premium test questions files as many times as you want, There is no limit.

Killexams.com has provided VCE practice test Software to Practice your test by Taking Test Frequently. It asks the Real test Questions and Marks Your Progress. You can take test as many times as you want. There is no limit. It will make your test prep very fast and effective. When you start getting 100% Marks with complete Pool of Questions, you will be ready to take actual Test. Go register for Test in Exam Center and Enjoy your Success.

100% Money Back Pass Guarantee

Back to List

Social Profiles

Databricks Certified Data Engineer Professional Practice Test

DCDEP test Format | Course Contents | Course Outline | test Syllabus | test Objectives

100% Money Back Pass Guarantee

DCDEP PDF demo Questions

DCDEP demo Questions

Killexams VCE test Simulator 3.0.9

These DCDEP Exam Questions are very well informed

Latest 2025 Updated DCDEP Real test Questions

Tags

Killexams Review | Reputation | Testimonials | Customer Feedback

DCDEP Exam

DCDEP Exam

References

Frequently Asked Questions about Killexams Practice Tests

Is Killexams.com Legit?

Other Sources

Which is the best testprep site of 2025?

Important Links for best testprep material

100% Money Back Pass Guarantee

Social Profiles