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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Generative AI Models | 20% | - Model selection and evaluation in AI hubs - Model hosting options and trade-offs - Generative AI model families and use cases - Context windows, token limits and response management |
| Topic 2: Agentic AI | 15% | - Model Context Protocol (MCP) framework - Human-in-the-loop strategies - Agent design principles and capabilities - Agentic AI vs Generative AI use cases |
| Topic 3: AI Ethics and Security | 20% | - Compliance and governance frameworks - Responsible AI principles - AI-specific threats, risks and misinformation - Data privacy and security in AI systems |
| Topic 4: AI for Code and Workflow Optimization | 15% | - Integration of AI tools in development processes - AI-assisted code generation and improvement - Automation and workflow enhancement |
| Topic 5: Data Research and Analysis | 15% | - Data visualization and insight generation - Data collection, preparation and preprocessing - Data quality, bias and validation |
| Topic 6: Prompt Engineering | 15% | - Defensive prompting and error mitigation - Advanced prompting techniques - Prompt design principles and best practices |
Question 1
Which Cisco solution helps automate network operations using AI insights?
A. Cisco Repeater Utility
B. Cisco Hub
C. Cisco BIOS Manager
D. Cisco DNA Center
Question 2
What does NLP stand for in AI?
A. Network Layer Processing
B. Neural Link Protocol
C. Natural Language Processing
D. Native Logic Programming
Question 3
Which design principle helps prevent an autonomous agent from looping infinitely and wasting tokens?
A. implementing constraints
B. using smaller contexts
C. using known patterns
D. removing system prompts
Question 4
What happens when the input provided to an LLM exceeds its context window limit?
A. The model caches the overflow data.
B. The model switches to a different algorithm.
C. The model increases its context window size.
D. The model loses the earliest part of the text.
Question 5
What is hallucination in generative AI?
A. AI generating incorrect or fabricated information
B. GPU overheating
C. Network congestion
D. Database replication
Solutions:
| Question 1 Answer: D | Question 2 Answer: C | Question 3 Answer: A | Question 4 Answer: D | Question 5 Answer: A |
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