Last Updated: Aug 16, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Topic 2: Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Topic 3: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Topic 4: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Topic 5: SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Topic 6: Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
| Topic 7: Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
| Topic 8: Advanced Analytics & Extensions | 12% | - Text analytics (GPText) - Spatial data processing (PostGIS, H3) - Vector databases and similarity search - In-database ML (MADlib) |
| Topic 9: Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| Topic 10: Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
1. A data scientist at a media firm needs to analyze thousands of social media posts for keywords related to public sentiment. The documents are ingested into a GPText collection named social_streams.
Which solution enables the fastest search for posts containing the keyword "privacy"?
A) Use gptext_search('social_streams', 'text:privacy') to query indexed content
B) Use SELECT * FROM social_streams WHERE text LIKE '%privacy%'
C) Export the data to Apache Kafka and process it using Flink
D) Create a stored procedure that loops through each row manually
2. In GPCC, the ___ tab displays a visual breakdown of query activity, including time spent in planning, execution, and data movement.
A) Query Monitor
B) Workload
C) System Status
D) Admin
3. The PostGIS function ___ is used to return the geometric centroid of a polygon.
A) ST_Center
B) ST_Pivot
C) ST_Centroid
D) ST_Midpoint
4. Which of the following are the in-database ML solutions with Greenplum?
A) PostgresML
B) SparkML
C) Apache MADlib
D) Pandas
5. Which utility in Greenplum is most commonly used for parallel data loading from external files?
A) gpbackup
B) gptransfer
C) gpload
D) gpfdist
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: A,C | Question # 5 Answer: C |
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