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| Section | Weight | Objectives |
|---|
| Prompt Engineering | 15% | - Security and safety
- 1. Improving response accuracy
- 2. Prompt injection attacks
- 3. Reducing hallucinations
- 4. Defensive prompting methods
- Principles and patterns
- 1. Roles
- 2. Constraints
- 3. Instructions
- Prompting techniques
- 1. Chained prompting
- 2. Iterative prompting
- 3. Few-shot prompting
- Prompt structures
- 1. Audio generation
- 2. Text generation
- 3. Image generation
|
| Data Research and Analysis | | - Data collection and preparation
- 1. Data gathering methodologies
- 2. Data cleaning and preprocessing
- Data analysis techniques
- 1. Statistical analysis
- 2. Data visualization
|
| Generative AI Models | 20% | - Major generative model families
- 1. Large language models (LLMs)
- 2. Diffusion models
- Model selection
- 1. Reasoning and multimodal tasks
- 2. Selection from AI hubs
- Common use cases
- 1. Text summarization
- 2. Code generation
- 3. Content creation
- Context windows and token management
- 1. Response management
- 2. Token limits
- Model hosting strategies
- 1. Cost, latency, privacy, and scalability considerations
- 2. Cloud-based vs. local deployments
- Retrieval Augmented Generation (RAG)
- 1. Embeddings
- 2. Vector databases
- 3. Grounding AI outputs in external knowledge
|
| Agentic AI | 20% | - Differentiation from Generative AI
- 1. Autonomous capabilities
- 2. Use cases comparison
- Model Context Protocol (MCP)
- 1. Context in agentic AI
- 2. MCP framework primitives
- Data transformation and mapping - AI agent design principles
- 1. Human-in-the-loop (HITL) strategies
- 2. Orchestration
|
| AI for Code and Workflow Optimization | | - Workflow automation
- 1. Task optimization
- 2. Process automation
- AI-assisted code development
- 1. Code review and debugging
- 2. Code generation
|
| AI Ethics and Security | | - Security threats and mitigations
- 1. Data privacy
- 2. Model security
- Ethical considerations in AI
- 1. Bias and fairness
- 2. Transparency and explainability
|
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Cisco AI Technical Practitioner Sample Questions (Q63-Q68):
NEW QUESTION # 63
Which Cisco platform provides AI-powered security analytics?
- A. Cisco IOS ROMMON
- B. Cisco SecureX
- C. Cisco UCS Manager only
- D. Cisco Packet Tracer
Answer: B
Explanation:
Cisco SecureX integrates security visibility, analytics, and automation using AI-driven insights.
NEW QUESTION # 64
What is the purpose of a vector database in a RAG architecture?
- A. to manage the context window
- B. to allocate resources for response generation
- C. to store numerical representations of data
- D. to perform model weight updates
Answer: C
Explanation:
A vector database stores embeddings, which are numerical representations of data, so a RAG system can retrieve semantically relevant information for grounding the model's response.
NEW QUESTION # 65
Which protocol is commonly used for streaming telemetry in modern networks?
- A. FTP
- B. Telnet
- C. gRPC
- D. ARP
Answer: C
Explanation:
gRPC supports efficient real-time telemetry streaming in modern network automation environments.
NEW QUESTION # 66
What is a corporate data privacy risk when using a public AI chatbot?
- A. The input data may be used for model training.
- B. The AI will provide hallucinated technical specifications.
- C. The AI will provide biased technical advice.
- D. The data will be encrypted at rest instead of in transit.
Answer: A
Explanation:
A public AI chatbot may retain submitted corporate data or use it to improve model training, which can expose confidential, proprietary, or regulated information outside the organization's control.
NEW QUESTION # 67
A company discloses to its users that their support tickets are being summarized by an AI model.
Which responsible AI principle does this action support?
- A. inclusiveness
- B. system safety
- C. bias mitigation
- D. transparency
Answer: D
Explanation:
Transparency means clearly informing users when AI is being used, what it is doing, and how it may affect their data or experience.
NEW QUESTION # 68
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