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The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is a highly sought-after certification in the field of data engineering. This certification is designed to validate the skills and knowledge required to design, build, and maintain data pipelines and data solutions on the Databricks platform. The exam is intended for professionals who have a strong understanding of data engineering concepts and have experience working with Databricks.

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The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is designed to test the skills of data engineers who work with Databricks to build and maintain data pipelines. The exam covers a wide range of topics, including data modeling, data ingestion, data transformation, and data analysis. Successful completion of the exam demonstrates that a candidate has the skills and knowledge required to work effectively as a data engineer with Databricks.

GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q14-Q19):

NEW QUESTION # 14
Which of the following is hosted completely in the control plane of the classic Databricks architecture?

A. Databricks Filesystem
B. Databricks web application
C. JDBC data source
D. Driver node
E. Worker node

Answer: D

NEW QUESTION # 15
Which of the following Structured Streaming queries is performing a hop from a Silver table to a Gold table?

Answer: B

NEW QUESTION # 16
A data engineer is attempting to drop a Spark SQL table my_table. The data engineer wants to delete all table metadata and data.
They run the following command:
DROP TABLE IF EXISTS my_table
While the object no longer appears when they run SHOW TABLES, the data files still exist.
Which of the following describes why the data files still exist and the metadata files were deleted?

A. The table was external
B. The table was managed
C. The table did not have a location
D. The table's data was smaller than 10 GB
E. The table's data was larger than 10 GB

Answer: A

NEW QUESTION # 17
A data engineer runs a statement every day to copy the previous day's sales into the table transactions. Each day's sales are in their own file in the location "/transactions/raw".
Today, the data engineer runs the following command to complete this task:

After running the command today, the data engineer notices that the number of records in table transactions has not changed.
Which of the following describes why the statement might not have copied any new records into the table?

A. The previous day's file has already been copied into the table.
B. The PARQUET file format does not support COPY INTO.
C. The format of the files to be copied were not included with the FORMAT_OPTIONS keyword.
D. The names of the files to be copied were not included with the FILES keyword.
E. The COPY INTO statement requires the table to be refreshed to view the copied rows.

Answer: A

NEW QUESTION # 18
A data analysis team has noticed that their Databricks SQL queries are running too slowly when connected to their always-on SQL endpoint. They claim that this issue is present when many members of the team are running small queries simultaneously. They ask the data engineering team for help. The data engineering team notices that each of the team's queries uses the same SQL endpoint.
Which of the following approaches can the data engineering team use to improve the latency of the team's queries?

A. They can turn on the Auto Stop feature for the SQL endpoint.
B. They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to
"Reliability Optimized."
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.

Answer: E

NEW QUESTION # 19
......

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Databricks-Certified-Data-Engineer-Associate Study Guides | Databricks-Certified-Data-Engineer-Associate Answers Free

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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q14-Q19):

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