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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Topic 2: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Topic 3: Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Topic 4: Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - In-database ML (MADlib) - Text analytics (GPText) - Spatial data processing (PostGIS, H3) |
| Topic 5: Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Topic 6: Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
| Topic 7: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Topic 8: SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Topic 9: Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Topic 10: Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
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NEW QUESTION # 41
What are two primary use cases of the H3 indexing system in spatial analytics?
(Choose two)
Answer: C,D
NEW QUESTION # 42
What is the impact of using indexes on frequently filtered columns in Greenplum?
Answer: C
NEW QUESTION # 43
In Greenplum, the ___ SQL clause is typically used to filter test data after training a model with MADlib.
Answer: C
NEW QUESTION # 44
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: A
NEW QUESTION # 45
Which open-source framework is integrated into Greenplum to support in-database machine learning?
Answer: C
NEW QUESTION # 46
......
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