Vendor: Databricks
Exam Code: DATABRICKS-CERTIFIED-DATA-ANALYST-ASSOCIATE
Exam Name: Databricks Certified Data Analyst Associate
Certification: Databricks Certifications
Total Questions: 45 Q&A
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Updated on: Jun 12, 2026
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A data engineering team has created a Structured Streaming pipeline that processes data in micro-batches and populates gold-level tables. The microbatches are triggered every minute.
A data analyst has created a dashboard based on this gold-level data. The project stakeholders want to see the results in the dashboard updated within one minute or less of new data becoming available within the gold-level tables.
Which of the following cautions should the data analyst share prior to setting up the dashboard to complete this task?
A. The required compute resources could be costly
B. The gold-level tables are not appropriately clean for business reporting
C. The streaming data is not an appropriate data source for a dashboard
D. The streaming cluster is not fault tolerant
E. The dashboard cannot be refreshed that quickly
Which of the following commands can the analyst use to complete the task without producing an error?
A. DROP DATABASE database_name;
B. DROP TABLE database_name.table_name;
C. DELETE TABLE database_name.table_name;
D. DELETE TABLE table_name FROM database_name;
E. DROP TABLE table_name FROM database_name;
A data analyst has been asked to produce a visualization that shows the flow of users through a website. Which of the following is used for visualizing this type of flow?
A. Heatmap
B. Choropleth
C. Word Cloud
D. Pivot Table
E. Sankey
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