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 6)
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 26–30
- 26
Which of the following is a capability provided by Mosaic AI?
Select an answer first - 27
Which feature of Delta Lake allows you to query historical versions of data?
Select an answer first - 28
An organization runs frequent ad-hoc SQL queries on a large Delta table. They notice that query performance varies and they want to reduce the manual effort of tuning clusters and optimizing file layouts. Which Databricks feature is designed to automatically improve query performance and reduce administrative overhead?
Select an answer first - 29
A data analyst needs to query a Delta table that is being continuously updated by a streaming pipeline. They want to ensure that their queries always see a consistent snapshot of the data, even while writes are happening. Which feature of Delta Lake ensures this consistency?
Select an answer first - 30
What is the primary purpose of Lakeflow Jobs in the Databricks platform?
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