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Huawei H13-731_V2.0 : HCIE-Big Data-Data Mining V2.0

H13-731_V2.0

Exam Code: H13-731_V2.0

Exam Name: HCIE-Big Data-Data Mining V2.0

Updated: Sep 12, 2026

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Huawei H13-731_V2.0 Exam Syllabus Topics:

SectionObjectives
Topic 1: Big Data Architecture and Ecosystem- Big Data fundamentals
  • 1. Big data processing architecture
    • 2. Characteristics of big data
      - Hadoop ecosystem overview
      • 1. YARN resource management
        • 2. HDFS principles and architecture
          Topic 2: Big Data Platform Deployment and Operations- Monitoring and maintenance
          • 1. System monitoring tools
            • 2. Fault diagnosis and troubleshooting
              - Cluster deployment
              • 1. Configuration and tuning
                • 2. Hadoop/Spark cluster installation
                  Topic 3: Big Data Security and Governance- Data governance
                  • 1. Data quality management
                    • 2. Metadata management
                      - Data security mechanisms
                      • 1. Authentication and authorization
                        • 2. Data encryption and protection
                          Topic 4: Data Storage and Processing Technologies- Distributed storage systems
                          • 1. HDFS data storage mechanism
                            • 2. NoSQL databases overview
                              - Distributed computing frameworks
                              • 1. MapReduce processing model
                                • 2. Spark architecture and execution model
                                  Topic 5: Data Mining and Machine Learning- Feature engineering
                                  • 1. Feature selection and transformation
                                    • 2. Data preprocessing
                                      - Data mining techniques
                                      • 1. Clustering algorithms
                                        • 2. Classification algorithms
                                          • 3. Association rule mining

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