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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Topic 2: Data Loading & External Data Access | 12% | - External tables and protocols - ETL pipelines and utilities |
| Topic 3: Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Topic 4: Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| Topic 5: Security & Access Control | 7% | - Authentication and authorization - Data encryption and compliance |
| Topic 6: Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Topic 7: Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
| Topic 8: Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Topic 9: SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Topic 10: Advanced Analytics & Extensions | 12% | - Text analytics (GPText) - In-database ML (MADlib) - Vector databases and similarity search - Spatial data processing (PostGIS, H3) |
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NEW QUESTION # 29
Which Greenplum utility is used to redistribute table data across segments based on a new distribution policy?
Answer: C
NEW QUESTION # 30
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?
Answer: C
NEW QUESTION # 31
How does Greenplum ensure high availability of its master node?
Answer: B
NEW QUESTION # 32
Greenplum runs in a ___ mode when a mirror segment is unavailable but its primary is operational.
Answer: A
NEW QUESTION # 33
How does GPText improve performance when analyzing unstructured text in a Greenplum cluster?
Answer: A
NEW QUESTION # 34
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