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| Section | Weight | Objectives |
|---|---|---|
| SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Database Objects & Data Organization | 10% | - Tables, indexes, constraints - Data distribution and partitioning |
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Advanced Analytics & Extensions | 12% | - In-database ML (MADlib) - Spatial data processing (PostGIS, H3) - Vector databases and similarity search - Text analytics (GPText) |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
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NEW QUESTION # 32
A data scientist at a media firm needs to analyze thousands of social media posts for keywords related to public sentiment. The documents are ingested into a GPText collection named social_streams.
Which solution enables the fastest search for posts containing the keyword "privacy"?
Answer: B
NEW QUESTION # 33
The SQL function ___ is used in Greenplum to perform text-based queries against GPText collections.
Answer: C
NEW QUESTION # 34
What is the function of gpfdist in the Greenplum data loading process?
Answer: A
NEW QUESTION # 35
Which function would you use to apply a trained MADlib model for prediction in Greenplum?
Answer: B
NEW QUESTION # 36
A data architect is designing a Greenplum database for an e-commerce company handling large datasets with frequent joins on customer_id. To optimize performance and ensure even data distribution across segments, what should the architect do?
Answer: D
NEW QUESTION # 37
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