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Broadcom 250-608 Exam Syllabus Topics:

SectionWeightObjectives
Greenplum Architecture and Fundamentals5%- Distributed database concepts
  • 1. Segment and master node architecture
    • 2. Massively parallel processing (MPP) basics
      Database Administration- System management
      • 1. Database health monitoring
        • 2. Resource groups management
          • 3. Backup and disaster recovery strategies
            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
                  Data Loading and Workloads- ETL and data ingestion
                  • 1. Performance optimization for loading
                    • 2. Loading data pipelines
                      - Query optimization
                      • 1. Analytical query tuning
                        • 2. Workload optimization techniques

                          Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions:

                          1. A data analyst wants to train a logistic regression model in Greenplum to predict customer churn. They've structured a dataset with is_churned as the target and several numeric features.
                          Which steps should they take to complete model training using MADlib?

                          A) Use a SELECT statement to call madlib.logregr_train() on the dataset
                          B) Create a writable external table to store model predictions
                          C) Export the data to a CSV file and train using scikit-learn
                          D) Use gpload to load the model weights


                          2. The ___ utility in Greenplum allows administrators to recover a failed primary segment using its corresponding mirror.

                          A) gprecoverseg
                          B) gptransfer
                          C) gpsegment
                          D) gpload


                          3. What function would you use in PostGIS to convert text-based coordinates into spatial objects?

                          A) ST_Transform
                          B) ST_AsGeoJSON
                          C) ST_GeomFromText
                          D) ST_AsText


                          4. Which of the following is the primary purpose of the Greenplum Command Center (GPCC)?

                          A) Creating distributed table schemas
                          B) Managing physical segment storage
                          C) Monitoring and administering Greenplum clusters through a web UI
                          D) Running data science workflows and Jupyter notebooks


                          5. Which Greenplum SQL function is used to search indexed documents within GPText collections?

                          A) gptext.query()
                          B) gptext_search_json()
                          C) solr_query()
                          D) gptext_search()


                          Solutions:

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

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