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Databricks Updated Databricks-Certified-Data-Engineer-Associate Exam Questions and Answers by aila

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Databricks Databricks-Certified-Data-Engineer-Associate Exam Overview :

Exam Name: Databricks Certified Data Engineer Associate Exam
Exam Code: Databricks-Certified-Data-Engineer-Associate Dumps
Vendor: Databricks Certification: Databricks Certification
Questions: 176 Q&A's Shared By: aila
Question 28

A Python file is ready to go into production and the client wants to use the cheapest but most efficient type of cluster possible. The workload is quite small, only processing 10GBs of data with only simple joins and no complex aggregations or wide transformations.

Which cluster meets the requirement?

Options:

A.

Job cluster with Photon enabled

B.

Interactive cluster

C.

Job cluster with spot instances disabled

D.

Job cluster with spot instances enabled

Discussion
Rae
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Rayyan Apr 18, 2026
I see your point. Thanks for sharing your thoughts. I might give it a try for my next certification exam.
Melody
My experience with Cramkey was great! I was surprised to see that many of the questions in my exam appeared in the Cramkey dumps.
Colby Apr 26, 2026
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Honey
I highly recommend it. They made a big difference for me and I'm sure they'll help you too. Just make sure to use them wisely and not solely rely on them. They should be used as a supplement to your regular studies.
Antoni Apr 8, 2026
Good point. Thanks for the advice. I'll definitely keep that in mind.
Everleigh
I must say that they are updated regularly to reflect the latest exam content, so you can be sure that you are getting the most accurate information. Plus, they are easy to use and understand, so even new students can benefit from them.
Huxley Apr 12, 2026
That's great to know. So, you think new students should buy these dumps?
Question 29

Identify a scenario to use an external table.

A Data Engineer needs to create a parquet bronze table and wants to ensure that it gets stored in a specific path in an external location.

Which table can be created in this scenario?

Options:

A.

An external table where the location is pointing to specific path in external location.

B.

An external table where the schema has managed location pointing to specific path in external location.

C.

A managed table where the catalog has managed location pointing to specific path in external location.

D.

A managed table where the location is pointing to specific path in external location.

Discussion
Question 30

A data engineer is developing an ETL process based on Spark SQL. The execution fails. The data engineer checks the Spark Ul and can see the ERRORS as follows:

Questions 30

Which two corrective actions should the data engineer perform to resolve this issue?

Choose 2 answers - (Q) Narrow the filters in order to collect less data in the query

Options:

A.

Upsize the worker nodes and activate autoshuffle partitions

B.

Upsize the driver node and deactivate autoshuffle partitions

C.

Cache the dataset in order to boost the query performance

D.

Fix the shuffle partitions to 50 to ensure the allocation

Discussion
Question 31

A data engineer needs to conduct Exploratory Analysis on data residing in a database that is within the company ' s custom-defined network in the cloud. The data engineer is using SQL for this task.

Which type of SQL Warehouse will enable the data engineer to process large numbers of queries quickly and cost-effectively?

Options:

A.

Serverless compute for notebooks

B.

Serverless SQL Warehouse

C.

Classic SQL Warehouse

D.

Pro SQL Warehouse

Discussion
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