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Updated: Sep 13, 2026
No. of Questions: 320 Questions & Answers with Testing Engine
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Cloudera CDP-3002 Exam Overview:
| Certification Vendor: | Cloudera |
|---|---|
| Exam Name: | CDP Data Engineer - Certification Exam |
| Exam Number: | CDP-3002 |
| Exam Format: | Multiple Choice, Multiple Response, Scenario-Based Questions |
| Related Certifications: | CDP Generalist Cloudera Certified Data Engineer |
| Available Languages: | English |
| Exam Price: | $330 USD |
| Certificate Validity Period: | 3 years |
| Exam Duration: | 90 minutes |
| Real Exam Qty: | 50 |
| Passing Score: | 55% |
| Recommended Training: | Apache Iceberg Fundamentals (DENG-152) Cloudera Data Engineering (DENG-100) Advanced Spark Performance Tuning (DENG-200) |
| Exam Registration: | Cloudera Certification Portal |
| Sample Questions: | Cloudera CDP-3002 Sample Questions |
| Exam Way: | Online Proctored (remote), no onsite option |
| Pre Condition: | No mandatory prerequisites; recommended experience: 1+ year designing/developing data pipelines with Cloudera tools, Spark, and Airflow |
| Official Syllabus URL: | https://www.cloudera.com/certification/cdp-data-engineer.html |
Cloudera CDP-3002 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Integration & Optimization | 5% | - Troubleshooting
|
| Topic 2: Deployment & Operations | 10% | - CDP Data Engineering Service
|
| Topic 3: Data Storage & Modeling | 22% | - Apache Iceberg
|
| Topic 4: Apache Spark Development & Processing | 48% | - Spark Architecture & Execution Model
|
| Topic 5: Workflow Orchestration | 15% | - Apache Airflow
|
Cloudera CDP Data Engineer - Certification Sample Questions:
What does setting the Spark configuration parameter spark.sql.shuffle.partitions impact?
- A. The serialization format of data
- B. The compression codec used for shuffle files
- C. The memory allocation for executor instances
- D. The default level of parallelism for joins and aggregations
Correct Answer: D 🗳️
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Which tool or API is primarily used for monitoring and inspecting the performance of Spark applications in real-time?
A Spark History Server
- A. Apache Ambari
- B. Spark Web UI
- C. Hadoop YARN ResourceManager UI
Correct Answer: C 🗳️
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When deploying a Spark application on Cloudera Data Engineering (CDE. service managed on Kubernetes, which command would you use to specify resource requirements such as CPU and memory for the Spark executor?
- A.
- B.
- C.
- D.
Correct Answer: C 🗳️
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When configuring a Spark job to run on Kubernetes within the Cloudera Data Engineering (CDE. service, which property is crucial for specifying the Docker image to be used by the executors?
- A. spark.cde.container.image
- B. spark.kubernetes.container.image
- C. spark.kubernetes.executor.container.image
- D. spark.executor.image
Correct Answer: C 🗳️
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In a Kubernetes environment, how does Kubernetes ensure fault tolerance when a pod running a Spark task fails?
- A. By using a Standby Master setup
- B. Through Pod Replication with ReplicaSets
- C. Using a load balancer for master components
- D. By checkpointing RDDs
Correct Answer: B 🗳️
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