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| Section | Weight | Objectives |
|---|---|---|
| Data Research and Analysis | - Data collection and preparation
| |
| Prompt Engineering | 15% | - Prompt structures
|
| AI Ethics and Security | - Security threats and mitigations
| |
| AI for Code and Workflow Optimization | - Workflow automation
| |
| Generative AI Models | 20% | - Model hosting strategies
|
| Agentic AI | 20% | - Model Context Protocol (MCP)
|
1. A team uses AI to scaffold a new microservice. What does this process involve?
A) removing redundant logic
B) creating automated deployment scripts
C) testing the final production code
D) generating the initial structure
2. What is the purpose of a vector database in a RAG architecture?
A) to perform model weight updates
B) to store numerical representations of data
C) to manage the context window
D) to allocate resources for response generation
3. Which workflow mechanism is being used when a company implements a policy where an AI agent can draft a customer email, but a human must authorize the transmission?
A) data lineage
B) approval gate
C) injection mitigation
D) drift monitoring
4. What happens when the input provided to an LLM exceeds its context window limit?
A) The model loses the earliest part of the text.
B) The model switches to a different algorithm.
C) The model increases its context window size.
D) The model caches the overflow data.
5. Which software development lifecycle phase utilizes AI to analyze stakeholder documentation for logical inconsistencies and to draft structured user stories?
A) implementation
B) requirements
C) maintenance
D) testing
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: B |
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