Free Cloudera CDP-3002 Exam Questions

Become Cloudera Certified with updated CDP-3002 exam questions and correct answers

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Total 300 Questions | Updated On: Mar 07, 2026

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Question 1

What is a key feature of Airflow’s scheduler in handling ETL jobs?

A : riodic scheduling

B : al-time job execution

C : mediate job execution

D : nual job execution

Answer: A

Question 2

Which tool in Cloudera is used for scheduling and managing data pipelines?

A : oudera Navigator

B : ache Airflow

C : oudera Data Science Workbench

D : ache Impala

Answer: B

Question 3

Which method is recommended to avoid schema inference overhead in Spark SQL queries?

A : spark.conf.set("spark.sql.schema", schema)

B : ly on default schema inference

C : DataFrameReader.option("schema", schema) to specify a schema

D : spark.sql("SET schema = schema")

Answer: C

Question 4

How can you monitor and troubleshoot data pipelines in Cloudera?

A : checking application logs only

B : ing external monitoring tools

C : reviewing data files manually

D : ing Cloudera Manager

Answer: D

Question 5

In Cloudera, which method is most effective for caching data that is used across multiple joins in a single query?

A : mporary tables

B : ery results cache

C : bqueries

D : terialized views

Answer: D

Page: 1 / 60

Total 300 Questions | Updated On: Mar 07, 2026

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