Free Cloudera CDP-4001 Exam Questions

Become Cloudera Certified with updated CDP-4001 exam questions and correct answers

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Total 300 Questions | Updated On: Mar 08, 2026

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Question 1

How does Cloudera ensure high availability for virtual warehouses?

A : replicating virtual warehouse instances across nodes

B : periodically backing up data

C : using a single-node setup

D : limiting access to the virtual warehouse

Answer: A

Question 2

How does Apache Ranger’s audit functionality contribute to data security?

A : encrypting data

B : managing user roles

C : optimizing query performance

D : tracking access and policy changes

Answer: D

Question 3

Which tool should you use for interactive SQL queries on large datasets in a Cloudera environment?

A : ache HBase

B : ache Spark SQL

C : ache Hive

D : ache Impala

Answer: D

Question 4

Which function converts a string to an integer in Impala?

A : R_TO_INT

B : T

C : _INT

D : NVERT_TO_INT

Answer: B

Question 5

What is the purpose of the GROUP BY clause when used with aggregate functions in Apache Hive?

A : combine rows into a single row

B : filter rows based on aggregate values

C : perform aggregation on each group

D : sort the result set

Answer: C

Page: 1 / 60

Total 300 Questions | Updated On: Mar 08, 2026

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