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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| Topic 2: Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Topic 3: Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices |
| Topic 4: Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
| Topic 5: Security & Access Control | 7% | - Authentication and authorization - Data encryption and compliance |
| Topic 6: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Topic 7: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Topic 8: Advanced Analytics & Extensions | 12% | - In-database ML (MADlib) - Vector databases and similarity search - Spatial data processing (PostGIS, H3) - Text analytics (GPText) |
| Topic 9: SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Topic 10: Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
Which two machine learning techniques are supported by MADlib in Greenplum?
(Choose two)
Correct Answer: B,D 🗳️
What are two benefits of performing ML model training directly inside Greenplum using MADlib?
(Choose two)
Correct Answer: A,B 🗳️
What are two key differences between gpbackup and pg_dump when used in Greenplum?
(Choose two)
Correct Answer: A,C 🗳️
What happens when Greenplum cannot perform a local join due to mismatched distribution keys?
Correct Answer: B 🗳️
Which Greenplum utility is typically used to add new segment hosts to an existing cluster?
Correct Answer: B 🗳️
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