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| Section | Weight | Objectives |
|---|
| Generative AI Models | 20% | - Model hosting options and trade-offs - Context windows, token limits and response management - Model selection and evaluation in AI hubs - Generative AI model families and use cases
|
| AI for Code and Workflow Optimization | 15% | - Integration of AI tools in development processes - AI-assisted code generation and improvement - Automation and workflow enhancement
|
| Prompt Engineering | 15% | - Advanced prompting techniques - Prompt design principles and best practices - Defensive prompting and error mitigation
|
| Data Research and Analysis | 15% | - Data visualization and insight generation - Data collection, preparation and preprocessing - Data quality, bias and validation
|
| AI Ethics and Security | 20% | - AI-specific threats, risks and misinformation - Responsible AI principles - Data privacy and security in AI systems - Compliance and governance frameworks
|
| 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
|
>> Latest Cisco 810-110 Test Objectives <<
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Cisco AI Technical Practitioner Sample Questions (Q25-Q30):
NEW QUESTION # 25
In supervised machine learning, what is required?
- A. Labeled datasets
- B. Only encrypted traffic
- C. Random hardware failures
- D. No data
Answer: A
Explanation:
Supervised learning trains models using labeled input-output pairs.
NEW QUESTION # 26
Which Cisco solution helps automate network operations using AI insights?
- A. Cisco BIOS Manager
- B. Cisco Repeater Utility
- C. Cisco DNA Center
- D. Cisco Hub
Answer: C
Explanation:
Cisco DNA Center uses AI and analytics for intent-based networking and automation.
NEW QUESTION # 27
An AI-powered system must dynamically determine which tools to use when troubleshooting complex network outages. Why is an autonomous agentic system typically more costly to operate than a directive workflow for this task?
- A. Agents consume tokens for every step of their internal reasoning loop, whereas workflows execute fixed, pre-programmed logic.
- B. Agents require multiple API keys for every tool they access, which increases subscription costs.
- C. Agents are billed by the hour of uptime, whereas workflows are billed only when a request is made.
- D. Agents require specialized, high-cost GPU hardware clusters to maintain the state of the reasoning loop during tool execution.
Answer: A
NEW QUESTION # 28
A marketing team must generate high-fidelity images for a new product launch. Which model is designed to handle this task through the process of iterative noise reduction?
- A. generative adversarial networks
- B. diffusion models
- C. variational autoencoders
- D. large language models
Answer: B
Explanation:
Diffusion models generate high-fidelity images by starting from noise and iteratively denoising it over multiple steps until a coherent image is produced.
NEW QUESTION # 29
Why are embeddings essential to the retrieval phase of a RAG system?
- A. They represent semantic meaning.
- B. They reduce model hallucination.
- C. They compress the prompt length.
- D. They provide a keyword index.
Answer: A
Explanation:
Embeddings convert text into numerical vectors that capture semantic meaning, allowing a RAG system to retrieve content that is conceptually relevant to the user's query rather than relying only on exact keyword matches.
NEW QUESTION # 30
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