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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| Topic 2: Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Topic 3: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Topic 4: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Topic 5: Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Topic 6: SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Topic 7: Advanced Analytics & Extensions | 12% | - Spatial data processing (PostGIS, H3) - Text analytics (GPText) - Vector databases and similarity search - In-database ML (MADlib) |
| Topic 8: Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
| Topic 9: Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Topic 10: Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
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NEW QUESTION # 73
You are asked to load a 10GB CSV file into Greenplum in the shortest possible time. You want to leverage Greenplum's parallelism and avoid unnecessary file duplication. What should you do?
Answer: B
NEW QUESTION # 74
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 # 75
Which of the following does Greenplum's time series feature support?
Answer: A,B,C
NEW QUESTION # 76
Which two steps are typically required when building a supervised learning model using MADlib?
(Choose two)
Answer: C,D
NEW QUESTION # 77
What is the purpose of the gpinitstandby utility in Greenplum?
Answer: A
NEW QUESTION # 78
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