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| Section | Weight | Objectives |
|---|
| 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
|
| Prompt Engineering | 15% | - Defensive prompting and error mitigation - Prompt design principles and best practices - Advanced prompting techniques
|
| Data Research and Analysis | 15% | - Data visualization and insight generation - Data collection, preparation and preprocessing - Data quality, bias and validation
|
| Agentic AI | 15% | - Agent design principles and capabilities - Human-in-the-loop strategies - Model Context Protocol (MCP) framework - Agentic AI vs Generative AI use cases
|
| AI for Code and Workflow Optimization | 15% | - Automation and workflow enhancement - Integration of AI tools in development processes - AI-assisted code generation and improvement
|
| AI Ethics and Security | 20% | - Compliance and governance frameworks - Data privacy and security in AI systems - AI-specific threats, risks and misinformation - Responsible AI principles
|
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Cisco 810-110 Study Reference | 810-110 Relevant Answers
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Cisco AI Technical Practitioner Sample Questions (Q26-Q31):
NEW QUESTION # 26
Which metric is commonly used to evaluate classification models?
- A. Packet TTL
- B. Accuracy
- C. Throughput only
- D. Voltage
Answer: B
Explanation:
Accuracy measures how many predictions were correct out of total predictions.
NEW QUESTION # 27
Which approach protects PII when utilizing a public AI service for data analysis?
- A. encrypting the data payload during transit to the AI service provider
- B. utilizing system prompts to instruct the AI to ignore sensitive data fields
- C. ensuring the AI provider maintains industry-standard SOC 2 compliance
- D. anonymizing or redacting PH from the dataset before transmitting the request
Answer: D
Explanation:
Anonymizing or redacting sensitive personal information before sending data to a public AI service prevents PII from being exposed outside the organization's controlled environment.
NEW QUESTION # 28
A practitioner uses self-consistency by running the same prompt three times and comparing the results. What is the goal of this strategy?
- A. to verify the output reliability
- B. to increase the model creativity
- C. to increase the response speed
- D. to bypass the context window
Answer: A
Explanation:
Self-consistency compares multiple responses to the same prompt to check whether the model produces stable, reliable results across repeated runs.
NEW QUESTION # 29
Which AI-driven activity involves a developer providing runtime error logs to a model to receive an explanation of the root cause and a suggested fix?
- A. automated unit testing
- B. continuous integration optimization
- C. code scaffolding
- D. AI-assisted debugging
Answer: D
Explanation:
AI-assisted debugging uses error logs, stack traces, and runtime context to help identify the root cause of a failure and suggest a corrective fix.
NEW QUESTION # 30
Which AI concern focuses on protecting sensitive information?
- A. Clock synchronization
- B. Packet fragmentation
- C. VLAN tagging
- D. Data privacy
Answer: D
Explanation:
AI systems must ensure sensitive data is securely handled and protected.
NEW QUESTION # 31
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