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| Section | Weight | Objectives |
|---|---|---|
| AI for Code and Workflow Optimization | 15% | - Automation and workflow enhancement - AI-assisted code generation and improvement - Integration of AI tools in development processes |
| AI Ethics and Security | 20% | - Data privacy and security in AI systems - AI-specific threats, risks and misinformation - Compliance and governance frameworks - Responsible AI principles |
| Prompt Engineering | 15% | - Prompt design principles and best practices - Advanced prompting techniques - Defensive prompting and error mitigation |
| Generative AI Models | 20% | - Context windows, token limits and response management - Model hosting options and trade-offs - Model selection and evaluation in AI hubs - Generative AI model families and use cases |
| Agentic AI | 15% | - Human-in-the-loop strategies - Model Context Protocol (MCP) framework - Agent design principles and capabilities - Agentic AI vs Generative AI use cases |
| Data Research and Analysis | 15% | - Data collection, preparation and preprocessing - Data visualization and insight generation - Data quality, bias and validation |
1. Which metric is commonly used to evaluate classification models?
A) Packet TTL
B) Accuracy
C) Throughput only
D) Voltage
2. Which AI-assisted task standardizes inconsistent date formats (e.g., MM/DD/YY and DD-MM- YYYY)?
A) thematic summarization
B) data transformation
C) data correlation
D) data visualization
3. In an AI-powered automation workflow, what is the function of an approval gate?
A) to automatically block deployments if system health alerts are active
B) to apply human judgement before high-impact actions are executed
C) to ensure the internal logic of AI remains closed for modification
D) to trigger automated completion notifications to project stakeholders
4. How does context window management help control the cost of a long-running AI conversation?
A) by increasing the context window size to reduce the total number of API calls
B) by automatically switching to a lower-cost model as the conversation history grows
C) by capping the cumulative number of input tokens sent with each new prompt
D) by switching to an algorithm that reduces the character-to-token ratio
5. Which Cisco technology is commonly associated with network observability and telemetry?
A) RIP v1
B) Spanning Tree Protocol
C) VLAN Trunking Protocol only
D) NetFlow
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: D |
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