Databricks Certified Data Engineer Associate Exam Questions Dumps (44 Real Questions)
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- čas přidán 29. 06. 2024
- Databricks Certified Data Engineer Associate
The Databricks Certified Data Engineer Associate certification exam assesses an individual’s ability to use the Databricks Lakehouse Platform to complete introductory data engineering tasks. This includes an understanding of the Lakehouse Platform and its workspace, its architecture, and its capabilities. It also assesses the ability to perform multi-hop architecture ETL tasks using Apache Spark™ SQL and Python in both batch and incrementally processed paradigms. Finally, the exam assesses the tester’s ability to put basic ETL pipelines and Databricks SQL queries and dashboards into production while maintaining entity permissions. Individuals who pass this certification exam can be expected to complete basic data engineering tasks using Databricks and its associated tools.
The exam covers:
Databricks Lakehouse Platform - 24%
ELT With Spark SQL and Python - 29%
Incremental Data Processing - 22%
Production Pipelines - 16%
Data Governance - 9%
Assessment Details
Type: Proctored certification
Total number of questions: 45
Time limit: 90 minutes
Registration fee: $200 (Databricks partners get 50% off the registration fee)
Question types: Multiple choice
Delivery method: Online proctored
Prerequisites: None, but related training highly recommended
Recommended experience: 6+ months of hands-on experience performing the data engineering tasks outlined in the exam guide
Validity period: 2 years
Recertification: Recertification is required to maintain your certification status. Databricks Certifications are valid for two years from issue date.
Unscored content: Exams may include unscored items to gather statistical information for future use. These items are not identified on the form and do not impact your score. Additional time is factored into the exams to account for this content.
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Just finished exam. Got the same questions in this video. Thank you very much!!!
Yeah, congratulations 🎊🎉
Hi brother, how you prepared? only this video questions? or anything else? Please help me, am also planning for this exam, thank you :)
hello @somasekhar Can I ask you little help regarding exam preperation?
Wow! Thank you so much sir for the incredible videos you've created for the certification preparation. Your content was nothing short of a miracle as I was stunned to find about 70% of the questions were from your series! Your time and dedication has been providing an effective guidance to all of us. Thanks again.
You are most welcome 🙏🏾, congratulations 🎉🎊
This is amazing. We pay huge sum of money for quality content like this with no guarantees. Keep doing the great work sir. You are the real GURU.
Much appreciated!
Just finished exam with 97.77%. Two videos are enough. Thank you brother! Remember guys, Databricks is much more than just certifications, so keep doing hands-on practice and you'll excel. I was facing problem in Production Pipelines topics since configuring DLT jobs is very costly and hence couldn't do practical to create pipelines. Rest topics I was well-aware.
🙏🏾, congratulations 🎊🎉
Yesterday, I passed the exam with 100% score. I've been using Databricks at work and did lot of prep from various sources. At least 50% of the questions are from these 2-part videos series. Thanks @sthithapragnakk for your video with excellent analysis.
Just one correction for Q8's answer - Manager concerned about the cost and ensure the query doesn't cost the organisation any money beyond the first week. There are actually only 4 options in the exam. Your answer (cannot ensure..) is not there in the exam. I've marked the answer as - Set the query's refresh schedule to end on a certain date in query scheduler. I got 100% score, so I assume my answer is correct. I think we might be able to set the end schedule using the Quartz Cron Syntax (I didn't try it though)
Your answer is correct. The answer in the video for question 8 is wrong
Congratulations 🎉🎊
do you have any other dumps?
Just finished exam today got 100% for v3. Got 90-95% question from this .thanks for the video it really helped
Wow, congratulations on getting a perfect score on the V3 exam! That's an amazing achievement.
I'm absolutely thrilled that my videos were such a valuable resource for your preparation. It's incredibly rewarding to hear that they helped you so much!
This is a great way to prepare, thanks so much. Scored 95% in the exam today.
Great job! Congratulations 🎉🎊
Thank you so much for shared this questions. This is was very helpful for I pass in my exam.
Congratulations 🎉🎈 and I am happy I was part of your success. Best of luck.
This is tremendous effort. I am getting deeper insights now.
I'm so glad to hear that! I put a lot of effort into creating content that not only helps you pass the exams but also gives you a deeper understanding of the concepts. All the best.
Just took the exam today and passed with 97.7%! Exam questions were very similar to the ones in the video. Many thanks!
Great job! Congratulations 🎊🎉
do you have any other dumps?
Thanks a lot for your effort and the clear explanation. I just passed the exam with 97% today.
Thats amazing, congratulations.🎉🎊
Thank You Sthithapragna for your detailed explanation and analysis. It’s very clear and to the point. Appreciate your time and effort in making these videos… ⭐️
I am glad you liked it, all the best.
Cleared exam, very helpful. Thanks.
Glad it helped! Congratulations 🎊🎉
recently gave the exam and passed with 97%, all thanks to your videos, they were real help. thank you for post and shareing these questions 😊
🙏🏾, congratulations 🎉🎊
Thanks for it, I passed the certification. The question was different but this video help me to prepare
Excellent!
Thanks a lot , Cleared my certification today 😁
Great 👍, congratulations 🎈🎊
Just finished exam, Same questions came. Thank you very much!!!, Appreciate if you post Snowflake. Thanks Again!!!
You are welcome! Congratulations 🎉🎊
awesome video, i have practiced many questions in databricks community edition, practice pratice practice
💪Absolutely! Practice makes perfect, and hands-on experience in Databricks Community Edition is invaluable for mastering the concepts. Keep up the amazing work! 🚀
Thanks, passed the exam today. All the questions were from this video.
Congratulations 🎉🎊
Hi, Approximately, how many questions came from this video? When was your exam date? Please let me know
Regarding Q28. RETURNS clause is optional for SQL UDF. Data type will be derived. So D also works.
Correction - Question - 8 Correct answer E
Query Scheduler Control: Databricks SQL allows you to schedule queries to run at specific intervals. You can set a start date and an end date for the schedule. This means the query will automatically stop running and refreshing after the specified end date, ensuring that it doesn't incur costs beyond the desired timeframe.
Very helpful content, passed my exam with 95.5% last week
Great job!
Thanks so much. This was truly helpful. Finished with 97.77%.
Great job! Congratulations 🎉🎊
Thank you, for your efforts. I will be giving databricks professional exam, I think even if this one is for an associate exam still it will help me.
Best of luck! When is your exam? I am planning to make another video for Databricks Certified Data Engineer Professional. I can plan to release it early if it helps you, let me know.
Please do make the video for DataBricks Machine Learning Associate and professional too
Once I get my hands on the questions, I will definitely make one@@GrowthMindset_J
@@sthithapragnakk Thanks and please take your time, I appeared for exam and failed. Answers were quite confusing in exam.
They tend to do that, if you ever checked their practice exams the questions are almost similar to the real exam questions. People think both are the same and answer incorrectly. You need to take your time and understand the questions and then answer. @@abhyaravya421
Thanks! Passed today with 97.77%
The same questions
wow, 98%. Thats crazy. Congratulations.
@@sthithapragnakk 70% of the exam was in the two videos you recorded on these questions. but it's really not good to memorize because they changed the context of the question.
Thank you very much once again!
Yup, as I always say dont memorize them. Databricks tend to change the same question a little bit, so dont fall for it.@@mariananunes6131
Passed with 95.75% 🎉 Thank you for all your help. I really liked your explanation
Woow, that's amazing. Congratulations. Be around for Professional video that will drop this week.
Looking forward to it
It is great man congrats.the questions are similar o the same?
@@judaramakara I did whole e-learning data engineering course in Databricks and given practice questions for each module in partners academy. That really helped me get a thorough understanding and answer the questions correctly.
Hey when u completed? People saying the exam question set have been changed..could you please confirm ?
Thanks for this... passed my exam with 97%.
That's awesome. Congratulations. 🎉🥳
Hi, plz give me reply
@@user-pn2yw8ot1m question?
when r u done exam? and is it all questions are same?
@@user-pn2yw8ot1m questions are not exactly same but similar.
Thanks for the wondefful and clear explanation sir.
It really helps me a lot in my learning curve.
Apart from sep oct ,2023 questikn which u shared , di u have any cideos uet yo update reg the aasociate exams sir ?
This will really help a lot toclearnu certification sir.
Expecting positive reply sir
Hi sir, is there any latest questions u have with yourself apart from sept to oct question which u have in this playlist.
Please do share sir, so it will help many to crack the exams.
Amazing content. Do all these questions thoroughly. Gave my exam 5 mins back and passed with 93.33%
Great job! Congratulations 🎉🎊
you gave V2 or V3 bro?
Scored 100% after practicing from his video.
Congratulations 🎊🎉
The questions and their corresponding explanations were quite beneficial in enhancing my understanding of various topics. I'm curious whether I can anticipate comparable questions for the Databricks Data Engineer Associate (V3) certification, as I encountered difficulties when attempting to enroll for (V2) examination. Or were these questions merely provided as sample questions for the second version (V2)?
I have the same problem as you when I took the exam V3, So I failed. I got 69%, but passing marks are 70%.
@@hongxiachen4948Can you confirm if the questions for V3 were same as the questions in this video?
Yes, It are similar, I took the exam v3 because v2 is disable, I try again the next month.
I will try to make another video based on databricks official practice exam questions. These questions LOOK almost same as the real exam but they arent, if you dont pay close attention you will get it wrong. ALL THE BEST to all of you.
@@sthithapragnakk Find detailed V3 practice questions for each module in Data Associate Training on DataBricks Partners Academy. Some of those questions actually came in my exam last week.
Question 9 : Isn't option C right answer here? We need the new new notebook to be run first . So original task has to be dependent on the new task not the other way around?
Option C says "then add the original task as a dependency of the new task" this means original task has to run first. Dependency vs dependent. What you said is correct for option B not C.
@@sthithapragnakk Its really confusing the way the options B & C are written. In Plain English terminology as per Option B , Adding New task as Dependency to original task means original task runs first and new task later. They could written it much better .
Someone here pass the exam with those questions this week ??
Completed the exam with 100% score in 15 mins... thank you Stitha. However please don't memorise/mug the answers. Understand the concept and use in your work else the certification will be useless for you
Congratulations and well said.
Can you please share the resources which you referred to for the exam ? Thanks in advance !
@@drainedasf these videos only + some youtube videos for DLT pipelines
Could you please upload the latest question paper you said you received recently .
Since I am giving my certification a week later. This will be really help a lot Sir.
Check the other video in the playlist, those are recent questions.
Think some of the answers in this video do not match with the sample test provided by Databricks. For instance, the answer to question 7 in the Databricks sample test is to increase the cluster size (instead of auto stop feature). Likewise i'm also a bit skeptical about the answer for question 9 in this video because the question states that the new task should be run "prior" to the original task. So how can the new task be a dependency on the original task when it needs to run before it?!
Could you please clarify just do that we are not misled.
Sample test questions and real questions are not the same, they are different. I mentioned that in the videos as well, they look the same but they change a small detail. Regarding the question you are asking check the comments please, already answered this in the comments once.
@@sthithapragnakk Got it. Thanks for pointing to it out. The solutions look good. Cheers
Actually the wording in the very ambiguous. The word 'of' used is wrong. They should have used 'on' or 'for'. There is no way to understand what their intention is here.
Just one doubt,why can't the answer of Q-21 be a view? Its also saying the data entity should be created from couple of tables
In the question, it is mentioned that it also must be saved to a physical location, so Table will be the correct answer.
Question 6. Confused between serverless feature and auto stop feature
Serverless feature minimize the running time and after job completion it will stops and same thing is done by auto stop also
Right?
Please help with these two options
databricks is already kinda serverless, everything is managed. You have to implement auto stop to reduce cost.
Serverless means no need to configure the cluster or warehouse the databricks itself will do all the management of the compute as per requirement. Autostop means the name itself says to stop automatically that means when the cluster is idle for some time say 30 minutes it will automatically stop to reduce cost. Hope you got it
I gave my exam by 7th nov but i failed, exactly they asked these questions. but today only I saw this video.
Do you update questions like this monthly once or weekly once?
Or this is the only video related to associate exam, hereafter no more videos from ur end?
There are new questions I recently received, havent had the time to record. Will do very soon.
@@sthithapragnakk Could you lease update asap!
@@sthithapragnakk Sir, could you please share the new question details? I have exam tomorrow
@@sthithapragnakkHey, if you can share the new questions could you share them with me as well, I have the exam on 25th Nov
@@sthithapragnakk Could you please share the new questions sir
It will be really helpfull for us
Do you have the questions and answers in a document you could share please?
yes, pdf's are available through memberships.
Questions are changed now. I took an exam today
Hmm, I am not 100% sure about this. Unless they changed all the questions overnight, we had people pass the exam using these questions less than a week ago. What about the topics? They cant be different?
yes you are right questions changed
What are the differents?
all questions ?
Please share databricks certified associate developer for spark dumps also.
I have exam on jan 25
Will do some time next week. It takes time for me to get the questions and to review and to make content.
@@sthithapragnakk will wait for the same till next week😊.
Thankyou
is it for v2 ya v3?
v3
@@ohp47 okay.........is it all questions are same
bcoz i am planning to take exam on Thursday in this week.
v3
Great, I lost the test. I should studie again
Did you not get these questions?
@sthithapragnakk no, I didn't see this video. I am going to schedule again the examn, I am studying this video
All the best for your exam@@judaramakara
@@sthithapragnakkis there a sandbox environment to practice hands-on like with Azure?
There is a 14-day trial provided by Databricks, they don't have a vm or anything.@@GrowthMindset_J
How much score needed to pass the exam ?
80%
Question 8 --->> answer should be C or E ??
E
Question No 8 answer is not correct. It should be E.
You are correct, it should be E
can you please remove music and uploadthankyou