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Cisco 810-110 Exam Syllabus Topics:

SectionWeightObjectives
Data Research and Analysis15%- Data quality, bias and validation
- Data collection, preparation and preprocessing
- Data visualization and insight generation
AI Ethics and Security20%- Data privacy and security in AI systems
- Responsible AI principles
- AI-specific threats, risks and misinformation
- Compliance and governance frameworks
Generative AI Models20%- Context windows, token limits and response management
- Model hosting options and trade-offs
- Generative AI model families and use cases
- Model selection and evaluation in AI hubs
AI for Code and Workflow Optimization15%- Integration of AI tools in development processes
- AI-assisted code generation and improvement
- Automation and workflow enhancement
Agentic AI15%- Agentic AI vs Generative AI use cases
- Model Context Protocol (MCP) framework
- Human-in-the-loop strategies
- Agent design principles and capabilities
Prompt Engineering15%- Advanced prompting techniques
- Prompt design principles and best practices
- Defensive prompting and error mitigation

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Cisco AI Technical Practitioner Sample Questions (Q69-Q74):

NEW QUESTION # 69
Which role does AI play in assisting with the refactoring of software code?

Answer: D

Explanation:
AI-assisted refactoring helps analyze existing code to identify design flaws, simplify structure, improve readability, and maintain behavior while making the code easier to maintain.


NEW QUESTION # 70
Which metric is commonly used to evaluate classification models?

Answer: B

Explanation:
Accuracy measures how many predictions were correct out of total predictions.


NEW QUESTION # 71
What is hallucination in generative AI?

Answer: B

Explanation:
Hallucination occurs when an AI confidently produces false or misleading outputs.


NEW QUESTION # 72
In supervised machine learning, what is required?

Answer: D


NEW QUESTION # 73
An organization has regulatory requirements that prohibit any proprietary source code from leaving the internal network. Which hosting strategy provides the highest level of data sovereignty?

Answer: C

Explanation:
Local LLM deployment on internal hardware keeps proprietary source code within the organization's internal network, providing the strongest control over data location, access, and governance.


NEW QUESTION # 74
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