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Databricks-Certified-Data-Analyst-Associate Exam Questions

Exam Name: Databricks Certified Data Analyst Associate Exam
Exam Code: Databricks-Certified-Data-Analyst-Associate
Related Certification(s): Databricks Certified Data Analyst Certification
Certification Provider: Databricks
Actual Exam Duration: 90 Minutes
Number of Databricks-Certified-Data-Analyst-Associate practice questions in our database: 59 (updated: Apr. 26, 2025)
Expected Databricks-Certified-Data-Analyst-Associate Exam Topics, as suggested by Databricks :
  • Topic 1: Databricks SQL: This topic discusses key and side audiences, users, Databricks SQL benefits, complementing a basic Databricks SQL query, schema browser, Databricks SQL dashboards, and the purpose of Databricks SQL endpoints/warehouses. Furthermore, the delves into Serverless Databricks SQL endpoint/warehouses, trade-off between cluster size and cost for Databricks SQL endpoints/warehouses, and Partner Connect. Lastly it discusses small-file upload, connecting Databricks SQL to visualization tools, the medallion architecture, the gold layer, and the benefits of working with streaming data.
  • Topic 2: Data Management: The topic describes Delta Lake as a tool for managing data files, Delta Lake manages table metadata, benefits of Delta Lake within the Lakehouse, tables on Databricks, a table owner’s responsibilities, and the persistence of data. It also identifies management of a table, usage of Data Explorer by a table owner, and organization-specific considerations of PII data. Lastly, the topic it explains how the LOCATION keyword changes, usage of Data Explorer to secure data.
  • Topic 3: SQL in the Lakehouse: It identifies a query that retrieves data from the database, the output of a SELECT query, a benefit of having ANSI SQL, access, and clean silver-level data. It also compares and contrast MERGE INTO, INSERT TABLE, and COPY INTO. Lastly, this topic focuses on creating and applying UDFs in common scaling scenarios.
  • Topic 4: Data Visualization and Dashboarding: Sub-topics of this topic are about of describing how notifications are sent, how to configure and troubleshoot a basic alert, how to configure a refresh schedule, the pros and cons of sharing dashboards, how query parameters change the output, and how to change the colors of all of the visualizations. It also discusses customized data visualizations, visualization formatting, Query Based Dropdown List, and the method for sharing a dashboard.
  • Topic 5: Analytics applications: It describes key moments of statistical distributions, data enhancement, and the blending of data between two source applications. Moroever, the topic also explains last-mile ETL, a scenario in which data blending would be beneficial, key statistical measures, descriptive statistics, and discrete and continuous statistics.
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Darrin

5 days ago
Databricks certification achieved! Pass4Success's materials were spot-on and time-saving.
upvoted 0 times
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Sylvie

1 months ago
Feeling accomplished! Pass4Success's Databricks prep was key to my success.
upvoted 0 times
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Zana

2 months ago
Passed the Databricks exam on my first try! Pass4Success made all the difference.
upvoted 0 times
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Shenika

3 months ago
Databricks certified! Pass4Success's questions were eerily similar to the real thing.
upvoted 0 times
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Lorenza

4 months ago
I recently passed the Databricks Certified Data Analyst Associate Exam, and the Pass4Success practice questions were a big help. One question that stumped me was about data visualization. It asked how to create interactive dashboards using Databricks SQL. I wasn't entirely sure, but I passed nonetheless.
upvoted 0 times
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Chantell

4 months ago
Thanks to Pass4Success, I crushed the Databricks Data Analyst exam in record time!
upvoted 0 times
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Ivory

4 months ago
Excited to share that I passed the Databricks Certified Data Analyst Associate Exam! The Pass4Success practice questions were very helpful. There was a question on Databricks SQL that asked about the best way to optimize queries for performance. I found it challenging but managed to get through.
upvoted 0 times
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Malcom

5 months ago
I passed the Databricks Certified Data Analyst Associate Exam, and the Pass4Success practice questions were crucial. One question that I found difficult was about analytics applications. It asked how to use Databricks for real-time analytics. I wasn't completely sure, but I still made it through.
upvoted 0 times
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Zona

5 months ago
Pass4Success nailed it with their Databricks exam prep. Passed with flying colors!
upvoted 0 times
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Yuki

5 months ago
Just passed the Databricks Certified Data Analyst Associate Exam! The Pass4Success practice questions were a great help. There was a question on data management that asked about the best way to partition data in Delta Lake. I was a bit uncertain, but I managed to pass.
upvoted 0 times
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Alesia

6 months ago
I successfully passed the Databricks Certified Data Analyst Associate Exam, and the Pass4Success practice questions were invaluable. One question that puzzled me was about using SQL in the Lakehouse. It asked how to implement time travel queries in Delta Lake. I wasn't entirely sure, but I still passed.
upvoted 0 times
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Tu

6 months ago
Databricks certification in the bag! Couldn't have done it without Pass4Success's relevant practice tests.
upvoted 0 times
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Mike

6 months ago
Happy to share that I passed the Databricks Certified Data Analyst Associate Exam! The Pass4Success practice questions were spot-on. There was a question on data visualization that asked about the best practices for creating dashboards in Databricks. I found it challenging but managed to get through.
upvoted 0 times
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Salina

7 months ago
I passed the Databricks Certified Data Analyst Associate Exam, thanks to Pass4Success practice questions. One question that caught me off guard was about managing data in Databricks. It asked how to handle schema evolution in Delta Lake tables. I wasn't completely confident in my answer, but I passed nonetheless.
upvoted 0 times
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Keith

7 months ago
Wow, aced the Databricks exam! Pass4Success materials were a lifesaver for quick prep.
upvoted 0 times
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Arlyne

7 months ago
Just cleared the Databricks Certified Data Analyst Associate Exam! The Pass4Success practice questions were a lifesaver. There was a tricky question on creating visualizations using Databricks SQL. It asked about the best way to use widgets for interactive dashboards. I was a bit unsure, but I still made it through.
upvoted 0 times
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Lavonne

8 months ago
Last tip: Practice with real-world datasets in Databricks. Pass4Success's exam questions were spot-on for preparation. Good luck!
upvoted 0 times
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Elenora

8 months ago
I recently passed the Databricks Certified Data Analyst Associate Exam, and I must say, the Pass4Success practice questions were incredibly helpful. One question that stumped me was about optimizing SQL queries in the Lakehouse. It asked how to improve query performance using Delta Lake features. I wasn't entirely sure about the best practices for this, but I managed to pass the exam.
upvoted 0 times
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Veronica

8 months ago
Just passed the Databricks Data Analyst Associate exam! Thanks Pass4Success for the spot-on practice questions.
upvoted 0 times
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Janet

9 months ago
Passing the Databricks Certified Data Analyst Associate Exam was a great achievement for me, and I owe it to Pass4Success practice questions. The exam covered important topics like Databricks SQL and Data Management. One question that stood out to me was about connecting Databricks SQL to visualization tools, but I managed to answer it correctly and pass the exam.
upvoted 0 times
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Velda

10 months ago
My exam experience for the Databricks Certified Data Analyst Associate Exam was successful, thanks to Pass4Success practice questions. The topics on Databricks SQL and Data Management were crucial for the exam. I remember a question about the benefits of Delta Lake within the Lakehouse that had me a bit unsure, but I still passed.
upvoted 0 times
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Junita

10 months ago
Pass4Success made all the difference in my Databricks certification journey. Passed the exam with confidence. Thank you!
upvoted 0 times
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Lisha

10 months ago
Aced the Databricks Data Analyst exam! Pass4Success's practice questions were a perfect match. Saved me so much time in preparation.
upvoted 0 times
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Felice

10 months ago
I recently passed the Databricks Certified Data Analyst Associate Exam with the help of Pass4Success practice questions. The exam covered topics such as Databricks SQL and Data Management. One question that I was unsure of was related to the trade-off between cluster size and cost for Databricks SQL endpoints/warehouses, but I managed to pass the exam.
upvoted 0 times
...

Kimberely

11 months ago
Successfully certified as a Databricks Data Analyst Associate! Pass4Success's relevant questions were key to my quick preparation. Highly recommend!
upvoted 0 times
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Malcom

11 months ago
Thanks to Pass4Success for their excellent prep materials! The exam included questions on data governance and security. Focus on understanding Databricks' access control mechanisms, table ACLs, and data lineage features. Know how to implement and manage data access policies effectively.
upvoted 0 times
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Carmen

11 months ago
Just passed the Databricks Certified Data Analyst Associate Exam! Pass4Success's questions were spot-on. Thanks for helping me prepare quickly!
upvoted 0 times
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Anastacia

1 years ago
Grateful for Pass4Success's exam prep materials. Passed the Databricks certification with flying colors. Their questions were invaluable!
upvoted 0 times
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Free Databricks Databricks-Certified-Data-Analyst-Associate Exam Actual Questions

Note: Premium Questions for Databricks-Certified-Data-Analyst-Associate were last updated On Apr. 26, 2025 (see below)

Question #1

A data analyst is processing a complex aggregation on a table with zero null values and the query returns the following result:

Which query did the analyst execute in order to get this result?

A)

B)

C)

D)

Reveal Solution Hide Solution
Correct Answer: B

Question #2

What does Partner Connect do when connecting Power Bl and Tableau?

Reveal Solution Hide Solution
Correct Answer: A

Question #3

Consider the following two statements:

Statement 1:

Statement 2:

Which of the following describes how the result sets will differ for each statement when they are run in Databricks SQL?

Reveal Solution Hide Solution
Correct Answer: B

Question #4

A data analyst is attempting to drop a table my_table. The analyst wants to delete all table metadata and data.

They run the following command:

DROP TABLE IF EXISTS my_table;

While the object no longer appears when they run SHOW TABLES, the data files still exist.

Which of the following describes why the data files still exist and the metadata files were deleted?

Reveal Solution Hide Solution
Correct Answer: C

Question #5

Which of the following is a benefit of Databricks SQL using ANSI SQL as its standard SQL dialect?

Reveal Solution Hide Solution
Correct Answer: B

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