Exam Cisco 810-110 Exercise - Exam 810-110 Guide

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| Section | Weight | Objectives |
|---|
| 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
|
| Prompt Engineering | 15% | - Security and safety
- 1. Improving response accuracy
- 2. Defensive prompting methods
- 3. Reducing hallucinations
- 4. Prompt injection attacks
- Prompt structures
- 1. Image generation
- 2. Text generation
- 3. Audio generation
- Principles and patterns
- 1. Roles
- 2. Instructions
- 3. Constraints
- Prompting techniques
- 1. Iterative prompting
- 2. Chained prompting
- 3. Few-shot prompting
|
| Agentic AI | 20% | - AI agent design principles
- 1. Orchestration
- 2. Human-in-the-loop (HITL) strategies
- Data transformation and mapping - Differentiation from Generative AI
- 1. Autonomous capabilities
- 2. Use cases comparison
- Model Context Protocol (MCP)
- 1. Context in agentic AI
- 2. MCP framework primitives
|
| Generative AI Models | 20% | - Common use cases
- 1. Content creation
- 2. Code generation
- 3. Text summarization
- Model selection
- 1. Selection from AI hubs
- 2. Reasoning and multimodal tasks
- Context windows and token management
- 1. Response management
- 2. Token limits
- Major generative model families
- 1. Large language models (LLMs)
- 2. Diffusion models
- Retrieval Augmented Generation (RAG)
- 1. Embeddings
- 2. Grounding AI outputs in external knowledge
- 3. Vector databases
- Model hosting strategies
- 1. Cost, latency, privacy, and scalability considerations
- 2. Cloud-based vs. local deployments
|
| AI for Code and Workflow Optimization | | - Workflow automation
- 1. Task optimization
- 2. Process automation
- AI-assisted code development
- 1. Code generation
- 2. Code review and debugging
|
| 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
What is the role of an MCP server in the MCP open standard?
- A. to provide the GUI for the end-user interaction
- B. to route requests between different AI providers
- C. to host the LLM and perform token inference
- D. to expose tools and resources to an AI model
Answer: D
Explanation:
An MCP server exposes external tools, data sources, and resources through a standardized interface so an AI model or agent can access capabilities beyond its built-in training data.
NEW QUESTION # 64
Which threat involves an attacker intentionally contaminating the training set of a model to influence its future behavior?
- A. algorithmic bias
- B. gradient inversion
- C. data poisoning
- D. direct prompt injection
Answer: C
Explanation:
Data poisoning occurs when an attacker deliberately manipulates or contaminates training data so the model learns harmful, biased, or attacker-controlled behavior.
NEW QUESTION # 65
Which AI model type is best suited for image recognition tasks?
- A. K-Means
- B. Decision Tree only
- C. Convolutional Neural Network (CNN)
- D. Linear Regression
Answer: C
Explanation:
CNNs are optimized for image and visual pattern recognition.
NEW QUESTION # 66
A practitioner must reduce the financial cost of a high-volume summarization task. Which strategy addresses token-based billing?
- A. minimizing the input prompt size
- B. increasing the model temperature
- C. expanding the total context window
- D. increasing the model sampling rate
Answer: A
Explanation:
Token-based billing is driven by the number of input and output tokens processed, so reducing the prompt size lowers the total tokens consumed across high-volume summarization requests.
NEW QUESTION # 67
In an AI-powered automation workflow, what is the function of an approval gate?
- A. to automatically block deployments if system health alerts are active
- B. to ensure the internal logic of AI remains closed for modification
- C. to trigger automated completion notifications to project stakeholders
- D. to apply human judgement before high-impact actions are executed
Answer: D
Explanation:
An approval gate adds human review before an automated workflow performs a high-impact action, helping ensure that AI-driven decisions are checked for correctness, risk, and business impact before execution.
NEW QUESTION # 68
......
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