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Databricks Databricks-Certified-Data-Engineer-Associate Exam Dumps - Actual Questions Answers


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Databricks-Certified-Data-Engineer-Associate Questions and Answers

Question # 1

A data architect has determined that a table of the following format is necessary:

1

Which of the following code blocks uses SQL DDL commands to create an empty Delta table in the above format regardless of whether a table already exists with this name?

1

A.

Option A

B.

Option B

C.

Option C

D.

Option D

E.

Option E

Question # 2

Which of the following data workloads will utilize a Gold table as its source?

A.

A job that enriches data by parsing its timestamps into a human-readable format

B.

A job that aggregates uncleaned data to create standard summary statistics

C.

A job that cleans data by removing malformatted records

D.

A job that queries aggregated data designed to feed into a dashboard

E.

A job that ingests raw data from a streaming source into the Lakehouse

Question # 3

A data engineer has joined an existing project and they see the following query in the project repository:

CREATE STREAMING LIVE TABLE loyal_customers AS

SELECT customer_id -

FROM STREAM(LIVE.customers)

WHERE loyalty_level = 'high';

Which of the following describes why the STREAM function is included in the query?

A.

The STREAM function is not needed and will cause an error.

B.

The table being created is a live table.

C.

The customers table is a streaming live table.

D.

The customers table is a reference to a Structured Streaming query on a PySpark DataFrame.

E.

The data in the customers table has been updated since its last run.

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Databricks Databricks-Certified-Data-Engineer-Associate Exam Dumps FAQs

1. What is the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate Exam is a certification exam that 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.

2. What are the prerequisites for taking the Databricks-Certified-Data-Engineer-Associate Exam?

There are no prerequisites for taking the Databricks-Certified-Data-Engineer-Associate Exam. However, related training is highly recommended. It is also recommended that individuals have at least 6 months of hands-on experience performing the data engineering tasks outlined in the exam guide.

3. What are the key topics covered in the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate exam focuses on four main areas:

  • Databricks Lakehouse Platform: Understanding the platform's architecture, components, and capabilities.
  • ELT with Spark SQL and Python: Performing data transformations and manipulations using Spark SQL and Python for both batch and incremental processing.
  • Incremental Data Processing: Implementing strategies for efficiently processing new and updated data.
  • Production Pipelines: Building and deploying reliable data pipelines in production environments.
  • Data Governance: Understanding data security, access control, and governance best practices within Databricks.

4. How many questions are there in the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate exam consists of 45 multiple-choice questions.

5. What is the time limit for the Databricks-Certified-Data-Engineer-Associate Exam?

The Databricks-Certified-Data-Engineer-Associate exam has a time limit of 90 minutes.

6. What is the passing score for Databricks-Certified-Data-Engineer-Associate Exam?

The passing score for the Databricks-Certified-Data-Engineer-Associate exam is 70%.

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