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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

In which of the following scenarios should a data engineer select a Task in the Depends On field of a new Databricks Job Task?

A.

When another task needs to be replaced by the new task

B.

When another task needs to fail before the new task begins

C.

When another task has the same dependency libraries as the new task

D.

When another task needs to use as little compute resources as possible

E.

When another task needs to successfully complete before the new task begins

Question # 2

A data engineer wants to schedule their Databricks SQL dashboard to refresh every hour, but they only want the associated SQL endpoint to be running when it is necessary. The dashboard has multiple queries on multiple datasets associated with it. The data that feeds the dashboard is automatically processed using a Databricks Job.

Which of the following approaches can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?

A.

They can turn on the Auto Stop feature for the SQL endpoint.

B.

They can ensure the dashboard's SQL endpoint is not one of the included query's SQL endpoint.

C.

They can reduce the cluster size of the SQL endpoint.

D.

They can ensure the dashboard's SQL endpoint matches each of the queries' SQL endpoints.

E.

They can set up the dashboard's SQL endpoint to be serverless.

Question # 3

A data engineer has configured a Structured Streaming job to read from a table, manipulate the data, and then perform a streaming write into a new table.

The code block used by the data engineer is below:

3

If the data engineer only wants the query to process all of the available data in as many batches as required, which of the following lines of code should the data engineer use to fill in the blank?

A.

processingTime(1)

B.

trigger(availableNow=True)

C.

trigger(parallelBatch=True)

D.

trigger(processingTime="once")

E.

trigger(continuous="once")

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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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