DatabricksCertified Data Analyst Associate
Domain 1Objective 1
Describe the Core Components of the Databricks Intelligence Platform, Including Mosaic AI, DeltaLive Tables, Lakeflow Jobs, Data Intelligence Engine, Delta Lake, Unity Catalog, and Databricks SQL. DATA-ANALYST-ASSOCIATE Practice Questions (Page 2)
Part of the Section 1: Understanding of Databricks Data Intelligence Platform domain, which makes up ~12% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~4–7 in this domain), expect 1–2 from this objective — we provide 34 practice questions to prepare you well beyond it. (estimate)
34questions here
7free pages
8concepts
Questions 6–10
- 6
A data engineer is building a pipeline that reads from multiple source tables, applies transformations, and writes to a target Delta table. They want to define the pipeline using a declarative approach where the system handles dependency management and scheduling automatically. Which component should they use?
Select an answer first - 7
A data engineer is designing a pipeline that writes to a Delta table. They need to ensure that if a data quality issue is detected, the pipeline can be rolled back to a previous state. They also want to be able to query the data as it was at a specific time for auditing. Which combination of Delta Lake features should they use?
Select an answer first - 8
A company is experiencing slow query performance on their Databricks SQL dashboards. They have already optimized their Delta tables and tuned their clusters manually, but they want to further improve performance without additional manual effort. They are considering enabling the Data Intelligence Engine. What is the primary benefit they should expect?
Select an answer first - 9
A business analyst needs to create interactive dashboards that visualize data from multiple Delta tables. They also need to ensure that the dashboards only show data the analyst is permitted to see, based on the company's governance policies. Which Databricks component should they primarily use?
Select an answer first - 10
A multinational company has data stored in multiple cloud providers and wants to manage access to this data from a single pane of glass. They also need to audit who has accessed what data. Which component of the Databricks Intelligence Platform provides this centralized governance?
Select an answer first
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