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| Section | Weight | Objectives |
|---|---|---|
| Security, Resilience, and Cloud Integration | ~21% | - High availability, backup, and disaster recovery - Cloud-native database services and deployment strategies - Database security architectures and data protection |
| Oracle Machine Learning and AI Integration | ~15% | - In-database machine learning algorithms - Oracle Data Studio and visualization - AI agents and LLM integration |
| Converged Database — Multi-Model and AI Capabilities | ~15% | - Oracle AI Vector Search concepts - Select AI and natural language querying - JSON, Graph, Spatial, and key-value data support |
| Data Management and Oracle Data Platform Overview | ~11% | - Modern data platform value and architecture - Data management concepts and data types - Oracle Data Strategy and multi-cloud deployment models |
| MySQL HeatWave and NoSQL Services | ~11% | - Oracle NoSQL Database features and use cases - MySQL HeatWave architecture and analytics |
| Oracle Database Services — Exadata, DBCS, and Engineered Systems | ~11% | - Exadata architecture and features - Database Cloud Service (DBCS) characteristics |
| Autonomous AI Database and Tools | ~16% | - Core features of Autonomous AI Database - Shared vs dedicated infrastructure - Built-in management and query tools |
Question 1
A bank wants to identify indirect money movement patterns across several accounts to support fraud investigation. Which approach fits this requirement?
A. Store only summary totals for each account without relationship data
B. Use a relational report that shows one transaction at a time without link analysis
C. Store transaction descriptions as flat text and search by keywords only
D. Model accounts as vertices and transfers as edges in a property graph
Question 2
What happens after a user asks a business question with Select AI?
A. The platform manages prompt engineering, interacts with an LLM, and produces the answer
B. The database disables SQL and switches to document APIs only
C. The user must manually create embeddings before SQL can be generated
D. The system selects database tables and joins without using any schema metadata
Question 3
A manufacturer needs graph analysis that reflects inserts and updates from operational tables immediately.
How does a Property Graph View support this requirement?
A. It stores a separate graph copy that is refreshed only during scheduled batch jobs
B. It converts source tables into JSON collections before graph queries can run
C. It uses metadata definitions so graph queries read current data from referenced objects
D. It provides graph visualization while requiring a separate platform for graph query execution
Question 4
Which graph analytics capability is commonly used to rank important vertices based on their relationships?
A. Vector distance metric
B. JSON Duality View
C. Private endpoint access
D. PageRank
Question 5
What is OSON in Oracle AI Database JSON support?
A. A maintenance schedule for JSON collections
B. An optimized binary format for JSON storage
C. A SQL worksheet page in Database Actions
D. A visualization tool for graph queries
Solutions:
| Question 1 Answer: D | Question 2 Answer: A | Question 3 Answer: C | Question 4 Answer: D | Question 5 Answer: B |
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