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Databricks Certified Data Analyst Associate

Verified practice questions with detailed answers, clear explanations, and community discussion.

  • 140

    questions

  • 2 days ago

    last updated

  • 4.8/5

    overall rating

Question 1 of 140

Which of the following layers of the medallion architecture is most commonly used by data analysts?

Answer choices
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Correct answer: B

Data analysts are primarily focused on deriving insights and making data-driven decisions. The Gold layer, with its highly processed and refined data, is most suitable for their needs. It provides them with reliable, business-ready data that can be used for in-depth analysis, reporting, and visualization.

Community votes

10 votes

BSuggested

100%

Question 2 of 140

A data analyst has recently joined a new team that uses Databricks SQL, but the analyst has never used Databricks before. The analyst wants to know where in Databricks SQL they can write and execute SQL queries.

On which of the following pages can the analyst write and execute SQL queries?

Answer choices
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Correct answer: E

The correct place in Databricks SQL where an analyst can write and execute SQL queries is the SQL Editor page. This page is specifically designed for creating, testing, and running SQL queries, providing a dedicated interface for these tasks.

Community votes

10 votes

ESuggested

90%

C

10%

Question 3 of 140

Which of the following describes how Databricks SQL should be used in relation to other business intelligence (BI) tools like Tableau, Power BI, and looker?

Answer choices
Show answer

Correct answer: E

Databricks SQL is designed to complement traditional BI tools like Tableau, Power BI, and Looker. While these tools are often used for professional-grade presentations and detailed dashboards, Databricks SQL enhances this ecosystem by providing an efficient platform for quick in-platform BI work, enabling users to perform rapid analysis and exploration directly within Databricks before possibly exporting the data to other BI tools for further refinement and presentation.

Community votes

5 votes

ESuggested

100%

Question 4 of 140

Which of the following approaches can be used to connect Databricks to Fivetran for data ingestion?

Answer choices
Show answer

Correct answer: D

To connect Databricks to Fivetran for data ingestion, use Partner Connect's automated workflow to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with. This method avoids the need to manually set up clusters and simplifies the integration process.

Community votes

7 votes

DSuggested

100%

Question 5 of 140

Data professionals with varying titles use the Databricks SQL service as the primary touchpoint with the Databricks Lakehouse Platform. However, some users will use other services like Databricks Machine Learning or Databricks Data Science and Engineering.

Which of the following roles uses Databricks SQL as a secondary service while primarily using one of the other services?

Answer choices
Show answer

Correct answer: C

Data engineers primarily use Databricks Data Science and Engineering for tasks such as data transformation, pipeline creation, and general data engineering. While they may use Databricks SQL to query data for validation or troubleshooting, it is not their primary tool. This makes Databricks SQL a secondary service for data engineers, aligning with the question's requirement.

Community votes

1 vote

CSuggested

100%

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Stories from the certified

Charles Sirois
Canada
As this was my first certification exam, I was understandably nervous about what to expect. These study materials made the preparation process much easier, and many of the questions closely reflected those on the actual exam.
Lance Chambers
United States
Wasted about a month going through the free dump sites scattered all over reddit, half the answers were wrong and the other half were for a version of the exam that doesn't even exist anymore. Eventually gave in and paid the small fee here, and the difference was night and day.
Alisha Kelly
Italy
Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
Casper Claassen
Netherlands
Used this along with Microsoft Learn and the combo worked really well. The practice questions made the stuff I'd read actually stick. Passed first attempt, no complaints from me.
Gabriele Ghesla
Italy
The content is accurate and clearly presented, and it's more affordable than competitors. The team has been incredibly responsive whenever I've had an issue, and they've been open to small changes that improve the platform.
Charles Sirois
Canada
As this was my first certification exam, I was understandably nervous about what to expect. These study materials made the preparation process much easier, and many of the questions closely reflected those on the actual exam.
Lance Chambers
United States
Wasted about a month going through the free dump sites scattered all over reddit, half the answers were wrong and the other half were for a version of the exam that doesn't even exist anymore. Eventually gave in and paid the small fee here, and the difference was night and day.
Alisha Kelly
Italy
Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
Casper Claassen
Netherlands
Used this along with Microsoft Learn and the combo worked really well. The practice questions made the stuff I'd read actually stick. Passed first attempt, no complaints from me.
Gabriele Ghesla
Italy
The content is accurate and clearly presented, and it's more affordable than competitors. The team has been incredibly responsive whenever I've had an issue, and they've been open to small changes that improve the platform.
Morgan Farmer
United Kingdom
I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
Passed ITIL 4 Foundation with 87%. Material was enough by itself.
Archie Hopkins
United States
I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
Nancy Mcbride
United States
Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
United States
A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.
Morgan Farmer
United Kingdom
I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
Passed ITIL 4 Foundation with 87%. Material was enough by itself.
Archie Hopkins
United States
I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
Nancy Mcbride
United States
Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
United States
A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.

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01Are these real exam questions?

Our Databricks Certified Data Analyst Associate questions are based on real exam experiences and are regularly updated to match the current exam format. Most candidates who study with us report passing on their first attempt, based on a self reported post exam survey.

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You get access to all 140 questions in our database for the Databricks Certified Data Analyst Associate exam. This includes detailed explanations and answer justifications to help you understand the concepts thoroughly.

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