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| Section | Weight | Objectives |
|---|---|---|
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Data Loading & External Data Access | 12% | - External tables and protocols - ETL pipelines and utilities |
| Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
| Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - Spatial data processing (PostGIS, H3) - In-database ML (MADlib) - Text analytics (GPText) |
| Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
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NEW QUESTION # 47
Which two machine learning techniques are supported by MADlib in Greenplum?
(Choose two)
Answer: B,C
NEW QUESTION # 48
Which two operations are supported by the Greenplum utility gpbackup?
(Choose two)
Answer: C,D
NEW QUESTION # 49
Greenplum uses the ___ library to support scalable, in-database machine learning for structured datasets.
Answer: C
NEW QUESTION # 50
What is the primary function of the gprecoverseg utility?
Answer: D
NEW QUESTION # 51
Which two query characteristics can lead to inefficient execution plans in Greenplum?
(Choose two)
Answer: C,D
NEW QUESTION # 52
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