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| Section | Weight | Objectives |
|---|---|---|
| Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
| Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices |
| Advanced Analytics & Extensions | 12% | - Text analytics (GPText) - Spatial data processing (PostGIS, H3) - In-database ML (MADlib) - Vector databases and similarity search |
| SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
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NEW QUESTION # 118
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 # 119
Which two use cases are ideal for gpexpand in a Greenplum environment?
(Choose two)
Answer: B,C
NEW QUESTION # 120
Which spatial function can be used to check whether two geometries share any portion of space?
Answer: C
NEW QUESTION # 121
Which utility is responsible for performing a full or incremental segment recovery?
Answer: D
NEW QUESTION # 122
Which two file protocols can be used in the LOCATION clause of an external table in Greenplum?
(Choose two)
Answer: A,D
NEW QUESTION # 123
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