Databricks Certified Data Engineer Associate | Exam Preparation- Part 1

Prepare for the Databricks Certified Data Engineer Associate exam with this helpful video series. Part 1 covers key topics to help you succeed!
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This video helps you to crack the Databricks Certified Data Engineer Associate Exam V2/ V3. These are all real questions.
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00:31 Learning Path
Databricks Lakehouse Platform
2:49 Q1. Which of the following locations hosts the Databricks web application?
6:04 Q2. Which of the following is hosted completely in the control plane of the classic Databricks architecture?
6:41 Q3. According to the Databricks Lakehouse architecture, which of the following is located in the customer's cloud account?
7:24 Q4. Which of the following best describes Databricks Lakehouse?
9:14 Q5. Which of the following benefits of using the Databricks Lakehouse Platform is provided by Delta Lake?
9:59 Q6. Which of the following data lakehouse features results in improved data quality over a traditional data lake?
11:55 Q7. A data organization leader is upset about the data analysis team’s reports being different from the data engineering team’s reports. The leader believes the siloed nature of their organization’s data engineering and data analysis architectures is to blame.
Which of the following describes how a data lakehouse could alleviate this issue?
13:25 Q8. Which of the following describes the storage organization of a Delta table?
15:01 Q9. If ​​the default notebook language is SQL, which of the following options a data engineer can use to run a Python code in this SQL Notebook?
16:12 Q10. In Delta Lake tables, which of the following is the primary format for the data files?
17:42 Q11. Which of the following commands can a data engineer use to compact small data files of a Delta table into larger ones?
22:21 Q12. A data engineer has realized that they made a mistake when making a daily update to a table. They need to use Delta time travel to restore the table to a version that is 3 days old. However, when the data engineer attempts to time travel to the older version, they are unable to restore the data because the data files have been deleted.
Which of the following explains why the data files are no longer present?
23:42 Q13. Which of the following statements is Not true about Delta Lake?
24:44 Q14. A data engineer is trying to use Delta time travel to roll back a table to a previous version, but the data engineer received an error that the data files are no longer present.
Which of the following commands was run on the table that caused deleting the data files?
25:16 Q15. How long is the default retention period of the VACUUM command?
25:48 Q16. In Databricks Repos, which of the following operations a data engineer can use to update the local version of a repo from its remote Git repository?
28:18 Q17. Which of the following tasks is not supported by Databricks Repos, and must be performed in your Git provider?
29:11 Q18. Which of the following Git operations must be performed outside of Databricks Repos?
29:45 Q19. A data engineer needs to determine whether to use the built-in Databricks Notebooks versioning or version their project using Databricks Repos.
Which of the following is an advantage of using Databricks Repos over the Databricks Notebooks versioning?

[@gowthamsagarkurapati9388]

Thank you so much for your videos!! documentation on the databricks repos has been changed that , even it will support merging, rebasing, and resolving conflicts.

[@murtazabadshah1535]

Excellent explanation! I learned more than the databricks tutorials

[@skumar3756]

Thanks for time and effort. Great explanation on lake house and the questions as well. Good Job bro!!

[@sirisha8182]

Really great videos. I was looking for data bricks related content since a while. Your videos and explanation is so good.

[@thedatamaster]

Wow, thank you for such a heartfelt comment! 💎 Your appreciation means a lot to us. We're all about creating quality content, and it's wonderful to hear that you recognize the effort we put into it. Views are just numbers, but knowing that our content resonates with viewers like you makes it all worth it. Stay tuned for more gems in the future, and if you have any suggestions or ideas, we're all ears! Thanks for being a part of our amazing community! 🙏🌟

[@sreedharkumarsr3403]

This is awesome video with explanation ! I cleared my Databricks version-3 exam.. I went through the databricks official site learning courses, Udemy courses, Udemy practice exams and this one.

[@priyayadav5120]

Thanks for the time and effort you have invested to create these videos. Great explanation! Great Job

[@keerthikakj191]

Thank you so much.. i passed the exam.. only becoz of u… money of the questions came

[@leelaharikrishna4697]

Good explanation. Today I cleared the exam with your clear explanation. All the questions helped me a lot in understanding the concepts. Thank you so much Sir.

[@abhijeetkhollam4891]

Awesome work !!!

[@nandankumar3889]

Thanks for the video. Nice Explanation

[@user-dz7xr4xs4f]

That's excellent, Keep going

[@thedatamaster]

Glad it helped you. Thanks a lot. I’ll start recording the next part.

[@ARULJERALDJ]

Hii Naval yamul, Thank you so much for your efforts. I have cleared databricks associate exam.These four videos more helpful to me for that exam.Once again Thank you so much.

[@hadihairi1622]

Excellent explaination!

[@alldaynerio9421]

This was great! I'm taking my exam next weekend! I would love to see the rest of the material! I will definitely recommend your channel to friends. Thanks!

[@thedatamaster]

Thank you so much for your kind words! I'm thrilled to hear that you found the content helpful. Best of luck with your exam next weekend; I'm sure you'll do great! I'll be uploading the remaining material soon, so stay tuned for more valuable resources. Your support means a lot, and if you have any friends preparing for a similar exam, I'd be honored if you recommend my channel to them. If you have any more questions or need further assistance, don't hesitate to reach out. Once again, thank you, and happy studying!

[@suhasvaitla7086]

@thedatamaster this content speaks to volume of information for clearing exam . Please let me know when u can finish other topics.

[@madheshsankar9805]

have u passed?

[@sampath289]

Thanks a lot , Cleared my certification today 😁

[@kiranachanta9741]

I was able to clear the certification after completing this playlist. I highly recommend Naval videos who so ever is aspiring to give the Databricks certification.

[@thedatamaster]

That's AMAZING news! I'm so thrilled the playlist helped you clear the Databricks certification. Hearing your success stories fuels my passion for creating content. Congratulations again!

[@DHRUVDUTTSHARMA-fx6qn]

Thank you for your awesome teaching, it makes concepts crystal clear.

[@thedatamaster]

Thank you for your kind words! I'm glad my teaching style helps you understand the concepts clearly.

[@user-cv6gx6dq2l]

hi sir, i just passed my exam with 97 percent accuracy.Thank you for sharing your knowledge . I only watched ur videos for exam prep. Apart from it i am working in databricks in my present company for the past 1 year.This also helped me

[@thedatamaster]

Hey, congratulations. And thank you for your kind words!

[@anupriya1153]

Hi can you guide me how to prepare for the exam?

[@subhanivasareddythummapudi3836]

Just spend time to understand the content in the video lesson. It's enough ​@@anupriya1153

[@rohithgowda600]

Very helpful... Thanks

[@eliasburstrom3008]

Very helpful, thank you!

[@thedatamaster]

You're welcome! I'm glad you found the video helpful. If you have any more questions or need further assistance, feel free to ask. Don't forget to like and subscribe for more helpful content! 😊👍📺

[@dishaverma8527]

The whole playlist is a great way to prepare, thanks so much Naval. Scored 95% in the exam today.

[@thedatamaster]

You're welcome! Congratulations on the amazing score!

[@RajibMostafiz]

Thanks for the video

[@sanjeetsignh]

Thanks, the explanation really helps. Pls upload the remaining videos also.

[@thedatamaster]

Thank You very much. Glad it helped you. I will start recording the next video soon.

[@kishanbehera9948]

It's amazing video keep doing good work bro

[@thedatamaster]

Thank you so much bro. Glad it helped you.

[@bluerays5384]

Thank You Sir, Very well explained.

[@thedatamaster]

So nice of you

[@user-mi5ew3he9x]

Really Helpfull

[@karthiks2679]

Good explaination keep it up! make more videos please :)

[@thedatamaster]

Thank You for you wonderful comment. Glad it help you. Sure I’ll make more video

[@ksktest187]

Hi, this is awesome. I thinks people including me are waiting for rest of the points to be covered, if you can. Thanks for a nice job.

[@thedatamaster]

Hello! I'm delighted to hear that you're enjoying the content so far. Your enthusiasm and interest are truly appreciated. I'm working diligently to cover the remaining points and will ensure they are uploaded soon. Thank you for your patience and support throughout this process. If there's anything specific you'd like to see or any other feedback you'd like to provide, please feel free to let me know. I'm here to assist you and make sure you have the best learning experience possible. Thanks again for your kind words, and I look forward to bringing you more valuable information in the upcoming videos. Keep an eye out for the updates!

[@ramchekuri3578]

Just now finished my exam, your videos are really helpful not only for passing exam but also for understanding concepts . Thanks

[@thedatamaster]

Thank you so much! Glad to hear the videos were helpful for both passing the exam and understanding the concepts. Good luck with your results!

[@sushmareddy5129]

I have watched all 4 videos and have passed the exam. I will highly recommend these videos.

[@thedatamaster]

That's fantastic news! Congratulations on passing your exam, and thank you for recommending the videos. I'm delighted to hear that they were helpful to you. If you ever need more assistance or have any questions in the future, don't hesitate to reach out. Wishing you continued success in your studies! 🎉📚👏

[@subhanivasareddythummapudi3836]

Hi Naval, I thank you from bottom of my heart for providing such a beutiful and useful content in an easily understandable way. I cleared my Exam today. God bless you.

[@thedatamaster]

That's wonderful to hear! I'm so happy my content helped you clear your exam. Congratulations on your accomplishment! Your kind words and well wishes mean a lot to me.

[@manshamanchanda4469]

amazing explanation

[@ajpsv]

Wow loved it. It solved clearified lot of concepts

[@thedatamaster]

Thanks so much for letting me know! I'm happy it helped you understand the concepts.

[@MixturePotlam]

Good work bro I like the way how you explained each question. could you please continue other parts

[@thedatamaster]

Thank You for supporting🙏 Glad it help you. Yes, I will make a further video as soon as possible

[@vap72a25]

Thanks for the content.. very good explanations.

[@thedatamaster]

Your kind words make it all worth it! I'm so happy you found it helpful/interesting.

[@debasismandal2872]

Thank you very much, your question solve videos was a turning point for me. I was in that state that, I was thinking that Databricks is not my piece of cake and from that today I completed the certification.| Thank you once again. Please help with other Databricks certifications also. You have been an amazing teacher.

[@juandavidbetancurtabares2734]

the similar questions in the examn?

[@sachinbhoi5727]

Thank you so much

[@thedatamaster]

Thank you so much for your kind words! 😊 We're thrilled to hear that you're enjoying our content.

[@suyogkadam]

1 number...!!

[@thedatamaster]

Thank you so much for your kind words! 😊 We're thrilled to hear that you're enjoying our content.

[@bisima]

Excellent explanation!!! I learned more than the official Databricks training, especially production pipelines. Today, I cleared the exams in the 90's.

[@ksrikanth2864]

Hi , may i know whats is the cost of the exam in india and for many attempts we can attempt?

[@siva_the_cool]

It's 238 dollars ​@@ksrikanth2864

[@anjalialamraju3145]

please do make videos on next parts, you explanation is very clear and understanding.

[@thedatamaster]

Thank You. Glad it helped you. I’ll record the next part.

[@karthickraja1026]

Kudos💥, to your efforts sir cleared with 98% today 😄

[@josephjoestar995]

Thanks you legend! I got 95% (but the online proctoring company is so bad!!)

[@user-qj7ty7kt8i]

Thank you very much bro, very well explained in detail, would really helpful if you can continue the series, am planning to take exam very soon. Also have question, what is the difference between v2 & v3 can include this topic in your future videos.

[@thedatamaster]

Thank You bro. Glad it helped you. I’ll continue the next part soon. I’ll explain the coming video difference between V2 and V3

[@GuterPuddingHD]

Passed today with 88 %, thanks a lot for your explanations!!

[@thedatamaster]

That's AMAZING news! I'm so thrilled the playlist helped you clear the Databricks certification. Hearing your success stories fuels my passion for creating content. Congratulations again!

[@bangadbila5337]

@GuterPuddongHD could you please mention about the preparation material.

[@artishrigiri1233]

Where can we check the score post and download the score report

[@maryamnkhaili]

If it possible Can you give me necessary material support

[@ashwanikhandelwal4168]

These questions are really helpful for me. I got great knowledge from this video and found questions in the exam also. I really suggest this Chanel for databricks certification.

[@parthtrivedi318]

Have you seen all the questions from this video in your exam ?

[@thedatamaster]

Thank you so much for your positive feedback! We're thrilled to hear that the questions were helpful for you and that you found them beneficial for your exam preparation. We appreciate your recommendation, and we're glad to have you as part of our community. If you have any more questions or need further assistance, feel free to reach out. Good luck with your Databricks certification! 🚀😊

[@mainakroychowdhury7]

Great Job 👍🏼 Can you please start uploading videos in the same way for the Data Engineer professional exam as well??? Would be really helpful!!!!!

[@thedatamaster]

Thank you for your kind words and feedback! I'm delighted to hear that you enjoyed the content. While I don't have the capability to create videos, I appreciate your suggestion. I'll pass it along to the content creators or consider it for future content if possible. In the meantime, if you have any specific questions or need information related to the Data Engineer professional exam, feel free to ask, and I'll do my best to provide assistance. Best of luck with your exam preparations! 👍📚😊

[@raghunandini7351]

for question 18, the question says GIT operations must be performed outside of databricks repos, doesn't this mean not a databricks repo or git repo. Can't we able to use merge operation in databricks repo. Can we use commit operation inside a databricks repo?

[@prakashp9645]

Hi For 6 question answer is A Where data lake support both structured and unstructed data Where data warehouse only store structured data

[@Keerthi--kl1pp]

Thank you so much, do videos on other topics

[@thedatamaster]

You're very welcome! I'm thrilled to know that you're enjoying the content. I will certainly create videos on other topics to expand the range of educational resources available. If there are any specific subjects or areas you'd like to see covered, please feel free to suggest them, and I'll do my best to include them in future videos. Your feedback and engagement are incredibly valuable, and they drive me to continue producing helpful and informative content. I'm grateful for your support, and I'm looking forward to bringing you more exciting videos on various topics. Stay tuned for updates, and thank you again for being a part of this learning journey!

[@raginichaurasia6810]

hi, in question number 19 advantage of using Databricks Repos over the Databricks Notebooks versioning option D i have seen correct in udemy cource ..could you please help me with correct answer

[@sriniTex]

I am an Aws cloud engineer trying to learn Databricks. You explained crystal clear. Keep it up.

[@thedatamaster]

Thank you so much for your kind words! 😊 We're thrilled to hear that you're enjoying our content.

[@thedatamaster]

Wow, thank you for such a heartfelt comment! 💎 Your appreciation means a lot to us. We're all about creating quality content, and it's wonderful to hear that you recognize the effort we put into it. Views are just numbers, but knowing that our content resonates with viewers like you makes it all worth it. Stay tuned for more gems in the future, and if you have any suggestions or ideas, we're all ears! Thanks for being a part of our amazing community! 🙏🌟

[@amitk14j]

Cleared today with 98%

[@juandavidbetancurtabares2734]

Thanks for it, I passed the certification. The question was different but this video help me to prepare

[@Gopismart555]

Bro do you have dumps

[@sanooosai]

thank you sir

[@thedatamaster]

Most welcome

[@maramalrazzaz-hf5tp]

Thanks a lot for your videos. I passed the exam with 97.7 all the question from these videos.

[@thedatamaster]

WOW! That's incredible!! A 97.7 with all the questions from the videos - that's amazing! I'm so thrilled they helped you succeed so brilliantly!

[@learnwithfunandenjoy3143]

Dear Naval, did you prepared such questions and answers videos for Databricks Professional Exam? If yes, could you please share link for the same. I'm also planning to clear Professional exam soon. Your videos will help me a lot to pass the exam with excellent score. thanks in advance.

[@Imran-sz7wf]

What is the difference between V2 and V3 exam?

[@pulkitgupta5563]

Sir, how long will it take to complete this course and obtain certification, considering my job? Please specify the hours or days required.

[@user-yu6bd5gd2v]

awesome explanation. please make one realtime project.

[@thedatamaster]

Thank You. Glad it helped you. Sure. I’ll do one real-time project soon.

[@shivanipundir6137]

Great work! Thanks for the video. I want to appear for the exam soon. Could you please recommend which version should I register for v2/v3. I have studied from v2 dbc provided by academy.

[@thedatamaster]

Thank you for watching the video. Glad it helped you! I suggest you to take V2 Exam

[@shivanipundir6137]

@@thedatamaster Thank you for your response👍🙏

[@soumikkundu7030]

Passed the exam today (26-05-2024) with 100% accuracy. All the questions and concepts are from this playlist. Thank you so much for the amazing content!!

[@thedatamaster]

Congratulations on passing the exam with 100% accuracy! 🎉 I'm so glad to hear that the playlist helped you. Your hard work paid off! If you have any more goals or need further assistance, feel free to reach out. Thank you for sharing your success!

[@subhabasu8596]

Can this exam be taken from Test centres... In India

[@jeenamariyam2236]

Hi sir, today I passed the exam with 97.7%. All thanks to you for the videos.

[@thedatamaster]

WOW! That's incredible!! A 97.7 with all the questions from the videos - that's amazing! I'm so thrilled they helped you succeed so brilliantly!

[@naveendayyala1484]

can you share sample databricks exam link where we practice exam

[@krishnachaitanyareddy2781]

Where was the link to watch videos

[@passions9730]

good info bro

[@thedatamaster]

Thank you. Glad you liked it

[@srinivaschalla3442]

Hii , I just cleared exam with 97.7 %, Thanks for your excellent knowledge sharing 🎉❤

[@sowjanyamaganti9265]

Please make videos for other modules, if possible please share dumps also. Thank you.

[@thedatamaster]

I'm glad to hear you're interested in more content! I'll definitely consider creating videos for other modules to cater to a wider audience. I'll focus on providing high-quality educational material to help you excel in your studies. If you have any specific topics or modules in mind that you'd like me to cover, please let me know, and I'll do my best to include them in future videos. Your support and enthusiasm motivate me to keep producing valuable content, so thank you for being a part of this learning journey!

[@sanishthomas2858]

Nice.. Quick question, the Price or Fee of Databricks is very high around 200. Do we have any voucher?

[@kushkumar6467]

Hey, Thanks for making this video. May I ask to share the dumps?

[@thedatamaster]

Thank You. Glad it help you. I’ll share

[@DinaDina-ks3uq]

👍

[@pradeepthanniru2602]

Today, I have cleared the exam with 95.5%(43/45). Your dumps and explanation are helped me a lot during the exam. Thanks a lot! Your videos are very useful those who are planning to write the exam.

[@yogwithakriti]

Can we connect over email/phone to discuss more on the prep? I want to give this exam next month

[@gauravmishra7591]

Great video. Can i fully rely on your videos for clearing the exam or should I go for course?

[@thedatamaster]

I'm glad you found the video helpful! You can completely rely on my videos. Best of luck with your exam preparation!

[@RajeshVerma-ud2tz]

I have completed the assessment, Databricks Certified Data Engineer Associate on 14 January 2024. Topic Level Scoring: Databricks Lakehouse Platform: 90.90% ELT with Spark SQL and Python: 100.00% Incremental Data Processing: 100.00% Production Pipelines: 85.71% Data Governance: 100.00% Result: PASS Thanks lot for these videos it help lot for understand concept and details

[@thedatamaster]

Congratulations on passing the Databricks Certified Data Engineer Associate assessment! 🎉 Thank you for sharing your success; I'm thrilled to hear that the videos were helpful. Your scores showcase your expertise. Keep up the great work in the world of data engineering! 👏

[@cupratham]

where is part 2 of this video? need other pending Questions please. thanks

[@thedatamaster]

Thank you for your enthusiastic response to Data Engineering Associate Preparation Part 1 video. I'll be releasing Part 2 in the next few days. Please stay tuned for further updates and feel free to ask any other pending questions you may have. Your engagement and support are greatly appreciated!

[@learnwithfunandenjoy3143]

Thanks naval for making so powerful questioners and their answers explanation for Databricks Associate exam. I'm planning to appear in Databricks Associate exam by next week. Is same questions are coming in exam. Could someone please confirm for the same ? Or questions are different, please share new questions sets with me. Thanks in advance.

[@thedatamaster]

I truly appreciate your kind words and your interest in my Databricks Associate videos! I haven't yet compiled a playlist for Databricks Professional content, but it's definitely on my agenda. As soon as I complete it, I'll be sure to share the link with you.

[@user-dd6un2mg9w]

Can u please make videos on other topics too

[@thedatamaster]

Glad it helped you. I’ll start recording the next part.

[@balureddy8560]

Just now passed exam with 100%

[@ivar-jm7vj]

Wahhh!!! Congratulations Bro 🎉

[@sky4223]

Video banao bhai

[@thedatamaster]

Thank you for watching this. I hope you liked the content. I'll be releasing Part 2 in the next few days. Please stay tuned for further updates and feel free to ask any other pending questions you may have. Your engagement and support are greatly appreciated!

[@vishnuprakash9214]

Video is good no doubt but guys, just dont take only this sort of dumps..then you will become lik that..hahahaa not even 5% question s came real time. work hard :)

[@gurramvarunchowdary5735]

Thanks for time and effort. Great explanation on lake house and the questions as well. Good Job bro!!

[@thedatamaster]

You're very welcome! I'm thrilled to hear that you found the explanation on the lake house concept and the interview questions helpful. Thank you for your kind words and appreciation-it means a lot to me! If you have any more questions or need further assistance in the future, don't hesitate to reach out. I'm here to help and provide valuable information. Keep up the great work on your learning journey, and I wish you the best of luck with your endeavors. Feel free to drop by anytime, and I'll be more than happy to assist you. Good job to you too, and happy learning!

[@jishanair2033]

Awesome work!!