Free Practice Cloudera CDP-3002 Exam Questions 2025

Stay ahead with 100% Free CDP Data Engineer CDP-3002 Dumps Practice Questions

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Total 300 Questions | Updated On: Apr 09, 2025

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Question 1

How can you monitor and troubleshoot data pipelines in Cloudera?

A : By checking application logs only

B : Using external monitoring tools

C : By reviewing data files manually

D : Using Cloudera Manager

Answer: D

Question 2

What does the catchup parameter control in an Apache Airflow DAG?

A : Whether tasks are retried on failure

B : The execution of tasks in parallel

C : The number of task retries

D : The scheduling of past missed runs

Answer: D

Question 3

How does CDP Iceberg handle schema evolution?

A : By using schema-on-read

B : By creating new tables for each schema change

C : By maintaining schema history separately

D : By applying schema modifications to existing tables

Answer: D

Question 4

Which component of Apache Airflow helps to visualize the DAGs (Directed Acyclic Graphs) for ETL pipelines?

A : Airflow Web UI

B : Airflow Scheduler

C : Airflow Executor

D : Airflow CLI

Answer: A

Question 5

In the Cloudera API, how can you authenticate a request to access cluster information?

A : By passing username and password in headers

B : Through OAuth token

C : Using a session cookie

D : Using an API key

Answer: A

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Total 300 Questions | Updated On: Apr 09, 2025

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