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| Section | Weight | Objectives |
|---|
| Greenplum Architecture and Fundamentals | 5% | - Distributed database concepts
- 1. Massively parallel processing (MPP) basics
- 2. Segment and master node architecture
|
| Advanced Analytics and Data Types | | - Modern workloads support
- 1. AI/ML and vector data querying concepts
- 2. Time series querying
- 3. Spatial and text data handling
|
| 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
|
| Database Administration | | - System management
- 1. Resource groups management
- 2. Database health monitoring
- 3. Backup and disaster recovery strategies
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q18-Q23):
NEW QUESTION # 18
You are asked to load a 10GB CSV file into Greenplum in the shortest possible time. You want to leverage Greenplum's parallelism and avoid unnecessary file duplication. What should you do?
- A. Transfer the file to all segments manually and use gpload in non-parallel mode
- B. Load the file into a replicated table using INSERT INTO
- C. Use psql with COPY and load the entire file on the master node
- D. Create an external readable table pointing to the CSV file and query it directly
Answer: D
NEW QUESTION # 19
Which of the following algorithms is available in the MADlib library?
- A. YOLOv3
- B. Long Short-Term Memory (LSTM)
- C. Logistic Regression
- D. Convolutional Neural Network (CNN)
Answer: C
NEW QUESTION # 20
A geospatial analyst is building a query in Greenplum to identify all stores within a 5 km radius of each customer location. The coordinates are stored as geometry points.
Which PostGIS function should they use in the WHERE clause?
- A. ST_Buffer(store_geom, 5) = customer_geom
- B. ST_Contains(customer_geom, store_geom)
- C. ST_DWithin(customer_geom, store_geom, 5000)
- D. ST_Area(store_geom) < 5000
Answer: C
NEW QUESTION # 21
What are two key benefits of using the ANALYZE command in Greenplum?
(Choose two)
- A. It gathers statistics for query optimization
- B. It improves plan accuracy for large datasets
- C. It re-indexes all primary keys
- D. It forces data replication
Answer: A,B
NEW QUESTION # 22
In Greenplum, the ___ SQL clause is typically used to filter test data after training a model with MADlib.
- A. TRAIN ON
- B. GROUP BY
- C. WHERE
- D. CREATE INDEX
Answer: C
NEW QUESTION # 23
......
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