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| Section | Weight | Objectives |
|---|
| Topic 1: 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
- AI agent design principles
- 1. Orchestration
- 2. Human-in-the-loop (HITL) strategies
- Data transformation and mapping
|
| Topic 2: Data Research and Analysis | | - Data analysis techniques
- 1. Statistical analysis
- 2. Data visualization
- Data collection and preparation
- 1. Data cleaning and preprocessing
- 2. Data gathering methodologies
|
| Topic 3: AI for Code and Workflow Optimization | | - AI-assisted code development
- 1. Code review and debugging
- 2. Code generation
- Workflow automation
- 1. Process automation
- 2. Task optimization
|
| Topic 4: AI Ethics and Security | | - Security threats and mitigations
- 1. Model security
- 2. Data privacy
- Ethical considerations in AI
- 1. Transparency and explainability
- 2. Bias and fairness
|
| Topic 5: Prompt Engineering | 15% | - Prompting techniques
- 1. Few-shot prompting
- 2. Chained prompting
- 3. Iterative prompting
- Principles and patterns
- 1. Roles
- 2. Instructions
- 3. Constraints
- Security and safety
- 1. Prompt injection attacks
- 2. Reducing hallucinations
- 3. Improving response accuracy
- 4. Defensive prompting methods
- Prompt structures
- 1. Text generation
- 2. Audio generation
- 3. Image generation
|
| Topic 6: Generative AI Models | 20% | - Model hosting strategies
- 1. Cloud-based vs. local deployments
- 2. Cost, latency, privacy, and scalability considerations
- Context windows and token management
- 1. Response management
- 2. Token limits
- Common use cases
- 1. Code generation
- 2. Content creation
- 3. Text summarization
- Major generative model families
- 1. Diffusion models
- 2. Large language models (LLMs)
- Retrieval Augmented Generation (RAG)
- 1. Vector databases
- 2. Embeddings
- 3. Grounding AI outputs in external knowledge
- Model selection
- 1. Selection from AI hubs
- 2. Reasoning and multimodal tasks
|
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Cisco AI Technical Practitioner Sample Questions (Q24-Q29):
NEW QUESTION # 24
A user includes project background information and the specific technical constraints in a prompt.
Which principle of prompt engineering is being applied?
- A. defining a persona
- B. using few-shot
- C. describing the situation
- D. stating the purpose
Answer: C
Explanation:
Describing the situation means providing relevant context, background information, and constraints so the AI can generate a response that fits the specific scenario.
NEW QUESTION # 25
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 increase the response speed
- B. to bypass the context window
- C. to verify the output reliability
- D. to increase the model creativity
Answer: C
Explanation:
Self-consistency compares multiple responses to the same prompt to check whether the model produces stable, reliable results across repeated runs.
NEW QUESTION # 26
Why is defining a persona considered a best practice for technical prompt engineering?
- A. It guides the tone and vocabulary.
- B. It provides a pattern to emulate.
- C. It reduces the total token usage.
- D. It provides instructions for desired action.
Answer: A
Explanation:
Defining a persona guides the AI to respond with the appropriate role-based tone, vocabulary, level of technical depth, and communication style for the intended audience.
NEW QUESTION # 27
Which Cisco platform provides AI-powered security analytics?
- A. Cisco UCS Manager only
- B. Cisco Packet Tracer
- C. Cisco SecureX
- D. Cisco IOS ROMMON
Answer: C
Explanation:
Cisco SecureX integrates security visibility, analytics, and automation using AI-driven insights.
NEW QUESTION # 28
How does a coordinator agent function in a multi-agent AI framework?
- A. It fine-tunes each agent's model weights to optimize performance on assigned tasks.
- B. It orchestrates task delegation across specialized agents and aggregates the outputs.
- C. It replaces the need for multiple agents by handling tasks within a single reasoning loop.
- D. It serves as the external data source that each agent queries for grounding information.
Answer: B
Explanation:
A coordinator agent manages the overall workflow by assigning tasks to specialized agents, coordinating their interactions, and combining their outputs into a final result.
NEW QUESTION # 29
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