High Effective Cisco AI Technical Practitioner Test Braindumps Make the Most of Your Free Time

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| Section | Weight | Objectives |
|---|
| Topic 1: Prompt Engineering | 15% | - Principles and patterns
- 1. Constraints
- 2. Roles
- 3. Instructions
- Prompt structures
- 1. Image generation
- 2. Text generation
- 3. Audio generation
- Security and safety
- 1. Defensive prompting methods
- 2. Prompt injection attacks
- 3. Improving response accuracy
- 4. Reducing hallucinations
- Prompting techniques
- 1. Iterative prompting
- 2. Few-shot prompting
- 3. Chained prompting
|
| Topic 2: AI for Code and Workflow Optimization | | - Workflow automation
- 1. Process automation
- 2. Task optimization
- AI-assisted code development
- 1. Code review and debugging
- 2. Code generation
|
| Topic 3: 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 4: Agentic AI | 20% | - Model Context Protocol (MCP)
- 1. Context in agentic AI
- 2. MCP framework primitives
- Data transformation and mapping - AI agent design principles
- 1. Orchestration
- 2. Human-in-the-loop (HITL) strategies
- Differentiation from Generative AI
- 1. Autonomous capabilities
- 2. Use cases comparison
|
| Topic 5: Generative AI Models | 20% | - Model hosting strategies
- 1. Cost, latency, privacy, and scalability considerations
- 2. Cloud-based vs. local deployments
- Major generative model families
- 1. Large language models (LLMs)
- 2. Diffusion models
- Retrieval Augmented Generation (RAG)
- 1. Grounding AI outputs in external knowledge
- 2. Vector databases
- 3. Embeddings
- Model selection
- 1. Selection from AI hubs
- 2. Reasoning and multimodal tasks
- Context windows and token management
- 1. Token limits
- 2. Response management
- Common use cases
- 1. Text summarization
- 2. Content creation
- 3. Code generation
|
| Topic 6: Data Research and Analysis | | - Data collection and preparation
- 1. Data cleaning and preprocessing
- 2. Data gathering methodologies
- Data analysis techniques
- 1. Data visualization
- 2. Statistical analysis
|
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Cisco AI Technical Practitioner Sample Questions (Q70-Q75):
NEW QUESTION # 70
What is the primary goal of Retrieval-Augmented Generation (RAG) in AI systems?
- A. Encrypt AI datasets
- B. Replace neural networks
- C. Reduce GPU usage only
- 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 # 71
What is aggregation bias in the context of AI-assisted data analysis?
- A. when AI uses summary statistics instead of raw data
- B. when data is omitted due to incompatible formats
- C. when a summary masks subpatterns
- D. when AI fails to combine conflicting patterns
Answer: C
Explanation:
Aggregation bias occurs when summarized or combined data hides meaningful differences across subgroups, causing important subpatterns to be missed.
NEW QUESTION # 72
Which Cisco technology is commonly associated with network observability and telemetry?
- A. Spanning Tree Protocol
- B. NetFlow
- C. RIP v1
- D. VLAN Trunking Protocol only
Answer: B
Explanation:
NetFlow provides visibility into traffic flows and is widely used for monitoring, analytics, and AI- driven operations.
NEW QUESTION # 73
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. code scaffolding
- C. continuous integration optimization
- 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 # 74
Why is defining a persona considered a best practice for technical prompt engineering?
- A. It guides the tone and vocabulary.
- B. It reduces the total token usage.
- C. It provides a pattern to emulate.
- 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 # 75
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