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Broadcom 250-608 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Advanced Analytics and Data Types- Modern workloads support
  • 1. AI/ML and vector data querying concepts
    • 2. Spatial and text data handling
      • 3. Time series querying
        Topic 2: Greenplum Architecture and Fundamentals5%- Distributed database concepts
        • 1. Segment and master node architecture
          • 2. Massively parallel processing (MPP) basics
            Topic 3: Data Loading and Workloads- Query optimization
            • 1. Workload optimization techniques
              • 2. Analytical query tuning
                - ETL and data ingestion
                • 1. Performance optimization for loading
                  • 2. Loading data pipelines
                    Topic 4: Database Administration- System management
                    • 1. Backup and disaster recovery strategies
                      • 2. Database health monitoring
                        • 3. Resource groups management

                          Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions:

                          1. Which of the following algorithms is available in the MADlib library?

                          A) Logistic Regression
                          B) Long Short-Term Memory (LSTM)
                          C) Convolutional Neural Network (CNN)
                          D) YOLOv3


                          2. What core technology does GPText integrate with to perform search and indexing operations?

                          A) PostgreSQL Logical Replication
                          B) ElasticSearch
                          C) Apache Kafka
                          D) Apache Solr


                          3. What are two key responsibilities of the gpinitsystem utility?
                          (Choose two)

                          A) Backing up user data before upgrade
                          B) Initializing the Greenplum system configuration
                          C) Creating the data directories and segment layout
                          D) Starting the Greenplum web interface


                          4. In Greenplum, the ___ SQL clause is typically used to filter test data after training a model with MADlib.

                          A) GROUP BY
                          B) WHERE
                          C) CREATE INDEX
                          D) TRAIN ON


                          5. A data architect is designing a Greenplum database for an e-commerce company handling large datasets with frequent joins on customer_id. To optimize performance and ensure even data distribution across segments, what should the architect do?

                          A) Define hash distribution on customer_id for related tables
                          B) Apply random distribution for all tables
                          C) Use replicated tables on all segments
                          D) Store all tables on the master node for centralized access


                          Solutions:

                          Question # 1
                          Answer: A
                          Question # 2
                          Answer: D
                          Question # 3
                          Answer: B,C
                          Question # 4
                          Answer: B
                          Question # 5
                          Answer: A

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