Printable PDFDatabricks DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE dumps - 100% Pass Guarantee!
Vendor: Databricks
Certifications: Databricks Certifications
Exam Name: Databricks Certified Data Engineer Associate
Exam Code: DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE
Total Questions: 87 Q&As
Last Updated: Mar 19, 2025
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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Q&A's Detail
| Exam Code: | DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE |
| Total Questions: | 87 |
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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Online Practice Questions and Answers
A data engineering team has noticed that their Databricks SQL queries are running too slowly when they are submitted to a non-running SQL endpoint. The data engineering team wants this issue to be resolved.
Which of the following approaches can the team use to reduce the time it takes to return results in this scenario?
A. They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to "Reliability Optimized."
B. They can turn on the Auto Stop feature for the SQL endpoint.
C. They can increase the cluster size of the SQL endpoint.
D. They can turn on the Serverless feature for the SQL endpoint.
E. They can increase the maximum bound of the SQL endpoint's scaling range
Which of the following tools is used by Auto Loader process data incrementally?
A. Checkpointing
B. Spark Structured Streaming
C. Data Explorer
D. Unity Catalog
E. Databricks SQL
Which of the following describes a scenario in which a data engineer will want to use a single-node cluster?
A. When they are working interactively with a small amount of data
B. When they are running automated reports to be refreshed as quickly as possible
C. When they are working with SQL within Databricks SQL
D. When they are concerned about the ability to automatically scale with larger data
E. When they are manually running reports with a large amount of data
A data engineer needs access to a table new_table, but they do not have the correct permissions. They can ask the table owner for permission, but they do not know who the table owner is. Which of the following approaches can be used to identify the owner of new_table?
A. Review the Permissions tab in the table's page in Data Explorer
B. All of these options can be used to identify the owner of the table
C. Review the Owner field in the table's page in Data Explorer
D. Review the Owner field in the table's page in the cloud storage solution
E. There is no way to identify the owner of the table
Which of the following describes a benefit of creating an external table from Parquet rather than CSV when using a CREATE TABLE AS SELECT statement?
A. Parquet files can be partitioned
B. CREATE TABLE AS SELECT statements cannot be used on files
C. Parquet files have a well-defined schema
D. Parquet files have the ability to be optimized
E. Parquet files will become Delta tables
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Databricks DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE exam official information: The Databricks Certified Data Engineer Associate certification exam assesses an individual’s ability to use the Databricks Lakehouse Platform to complete introductory data engineering tasks using SQL, Python, and tools like Delta Lake and Delta Live Tables.
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