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| Section | Weight | Objectives |
|---|
| Generative AI Models | 20% | - 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
|
| Data Research and Analysis | 15% | - Data collection, preparation and preprocessing - Data quality, bias and validation - Data visualization and insight generation
|
| AI for Code and Workflow Optimization | 15% | - Automation and workflow enhancement - Integration of AI tools in development processes - AI-assisted code generation and improvement
|
| Agentic AI | 15% | - Agent design principles and capabilities - Model Context Protocol (MCP) framework - Agentic AI vs Generative AI use cases - Human-in-the-loop strategies
|
| AI Ethics and Security | 20% | - Responsible AI principles - AI-specific threats, risks and misinformation - Data privacy and security in AI systems - Compliance and governance frameworks
|
| Prompt Engineering | 15% | - Prompt design principles and best practices - Advanced prompting techniques - Defensive prompting and error mitigation
|
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Cisco AI Technical Practitioner Sample Questions (Q29-Q34):
NEW QUESTION # 29
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. anonymizing or redacting PH from the dataset before transmitting the request
- D. ensuring the AI provider maintains industry-standard SOC 2 compliance
Answer: C
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 # 30
What is the primary goal of Retrieval-Augmented Generation (RAG) in AI systems?
- A. Reduce GPU usage only
- B. Encrypt AI datasets
- C. Replace neural networks
- D. Improve model responses with external knowledge
Answer: D
Explanation:
RAG combines a large language model with external data retrieval systems so the model can answer using updated and domain-specific knowledge.
NEW QUESTION # 31
What happens when the input provided to an LLM exceeds its context window limit?
- A. The model increases its context window size.
- B. The model switches to a different algorithm.
- C. The model loses the earliest part of the text.
- D. The model caches the overflow data.
Answer: C
Explanation:
When input exceeds the context window, the model cannot process all provided text at once, so earlier content may be truncated or pushed out of the active context.
NEW QUESTION # 32
What is a use case for generative AI in the testing phase of the software development lifecycle?
- A. generating automated documentation
- B. generating synthetic test data
- C. drafting user stories
- D. performing static code analysis
Answer: B
Explanation:
Generative AI can create synthetic test data that simulates realistic inputs and edge cases, helping validate application behavior during the testing phase without relying only on production data.
NEW QUESTION # 33
Which protocol is commonly used for streaming telemetry in modern networks?
- A. gRPC
- B. FTP
- C. Telnet
- D. ARP
Answer: A
Explanation:
gRPC supports efficient real-time telemetry streaming in modern network automation environments.
NEW QUESTION # 34
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