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Data Modeling with Databricks SQL Questions

Practice questions for Data Modeling with Databricks SQL topic in Databricks Certified Data Analyst Associate. 10 questions covering this domain.

10 questions3 easy4 medium3 hard
Q1
medium

An analyst is designing a data model in Databricks SQL and wants to create a reusable query layer that executes the underlying SQL every time it is qu...

Q2
easy

In Databricks SQL, what is the key difference between a standard view and a materialized view?

Q3
hard

A data analyst is building a reporting layer in Databricks SQL. The business requires a table that always reflects the latest data from multiple upstr...

Q4
medium

An analyst needs to create a data layer in Databricks SQL that defines a reusable, named metric — for example, the official definition of Monthly Acti...

Q5
easy

What is a streaming table in Databricks SQL, and what is it primarily used for?

Q6
hard

A data team at a financial services firm builds a reporting layer in Databricks SQL using a materialized view that aggregates daily transaction totals...

Q7
easy

Which Unity Catalog object lets teams define business metrics once and then group those metrics by any available dimension at query time?

Q8
medium

A team wants a materialized view on Delta sources to refresh incrementally whenever possible. Which source-table configuration is specifically called ...

Q9
medium

Which Unity Catalog object lets teams define a business metric once and then group it by any available dimension at query time?

Q10
hard

For a Delta source table feeding a materialized view, which configuration most directly supports incremental refresh?

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