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Databricks Databricks-Certified-Data-Engineer-Associate Exam With Confidence Using Practice Dumps

Exam Code:
Databricks-Certified-Data-Engineer-Associate
Exam Name:
Databricks Certified Data Engineer Associate Exam
Certification:
Vendor:
Questions:
153
Last Updated:
Dec 24, 2025
Exam Status:
Stable
Databricks Databricks-Certified-Data-Engineer-Associate

Databricks-Certified-Data-Engineer-Associate: Databricks Certification Exam 2025 Study Guide Pdf and Test Engine

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 1

What is the primary function of the Silver layer in the Databricks medallion architecture?

Options:

A.

lngest raw data in its original state

B.

Validate, clean, and deduplicate data for further processing

C.

Aggregate and enrich data for business analytics

D.

Store historical data solely for auditing purposes

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Question 2

A data engineer is working on a Databricks project that utilizes cloud storage. The data engineer wants to load several json files from containers on a storage account as soon as the file arrives within the storage account.

Which syntax should the data engineer follow to first load the files into a dataframe and check that it is working as expected using Python?

Options:

A.

df = spark.readStream.format("json").load("input/path")

B.

df = spark.readStream.format("cloud"),option("json").load("/input/path")

C.

df = spark.readStream.format("cloudFiles") .option("cloudFiles.format", "json") .load("/input/path")

D.

df = spark.read.json("inp i./path")

Question 3

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?

Options:

A.

The table’s data was larger than 10 GB

B.

The table’s data was smaller than 10 GB

C.

The table was external

D.

The table did not have a location

E.

The table was managed