Cloudera CDP Data Engineer - Certification CDP-3002 Certified Exam Dumps

CDP-3002 Exam Dumps

Cloudera CDP Data Engineer - Certification CDP-3002 real exam questions and online practice test engine by FreeCram. Try CDP-3002 exam questions for free. You can also download a free demo of the CDP-3002 exam PDF version.

Cloudera's CDP-3002 actual exam materials brought to you by FreeCram group of Cloudera certification experts.
View all CDP-3002 actual exam questions & answers and explanations for free.

If you like our product, you can request full access to all the latest Cloudera CDP Data Engineer - Certification CDP-3002 exam premium questions.

Certification Provider: Cloudera
Exam Code / Number: CDP-3002
Exam Name: CDP Data Engineer - Certification Exam
Exam Questions: 320
Last Updated: Jul 02, 2026
Corresponding Certification: Cloudera Certification

Go To CDP-3002 Questions

(218 Up Votes)

Cloudera CDP-3002 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Processing and Transformation- Spark processing
  • 1. Distributed processing concepts
    • 2. Spark SQL and DataFrames
      - SQL analytics engines
      • 1. Hive / Impala query optimization
        • 2. Data transformation best practices
          Topic 2: Data Ingestion and Integration- Batch and streaming ingestion
          • 1. Data ingestion patterns in CDP
            • 2. Apache NiFi / Kafka ingestion concepts
              - Data movement and pipelines
              • 1. ETL/ELT workflows
                • 2. Data flow orchestration
                  Topic 3: Data Storage and Modeling- Data modeling
                  • 1. Schema design for analytics
                    • 2. Dimensional modeling concepts
                      - Data lake architecture
                      • 1. Partitioning and file formats (Parquet, ORC)
                        • 2. HDFS / cloud object storage concepts
                          Topic 4: Data Governance and Security- Data governance
                          • 1. Data lineage and auditing
                            • 2. Metadata management
                              - Security frameworks
                              • 1. Authentication and authorization in CDP
                                • 2. Ranger / Sentry policies
                                  Topic 5: Platform Operations- Cluster and workload management
                                  • 1. Resource management and scheduling
                                    • 2. Monitoring and troubleshooting


                                      0
                                      0
                                      0
                                      10