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Cisco 810-110 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: AI Ethics and Security	20%	- Data privacy and security in AI systems - AI-specific threats, risks and misinformation - Compliance and governance frameworks - Responsible AI principles
Topic 2: Agentic AI	15%	- Human-in-the-loop strategies - Agent design principles and capabilities - Agentic AI vs Generative AI use cases - Model Context Protocol (MCP) framework
Topic 3: Prompt Engineering	15%	- Defensive prompting and error mitigation - Prompt design principles and best practices - Advanced prompting techniques
Topic 4: Generative AI Models	20%	- Model hosting options and trade-offs - Model selection and evaluation in AI hubs - Context windows, token limits and response management - Generative AI model families and use cases
Topic 5: Data Research and Analysis	15%	- Data collection, preparation and preprocessing - Data visualization and insight generation - Data quality, bias and validation
Topic 6: AI for Code and Workflow Optimization	15%	- Automation and workflow enhancement - AI-assisted code generation and improvement - Integration of AI tools in development processes

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Cisco AI Technical Practitioner Sample Questions (Q60-Q65):

NEW QUESTION # 60
In supervised machine learning, what is required?

A. Random hardware failures
B. Only encrypted traffic
C. No data
D. Labeled datasets

Answer: D

Explanation:
Supervised learning trains models using labeled input-output pairs.

NEW QUESTION # 61
Which algorithm category is used when no labels exist in data?

A. Unsupervised learning
B. Supervised learning
C. Deterministic routing
D. Reinforcement learning only

Answer: A

Explanation:
Unsupervised learning discovers patterns or groupings without labeled outputs.

NEW QUESTION # 62
What is aggregation bias in the context of AI-assisted data analysis?

A. when AI fails to combine conflicting patterns
B. when data is omitted due to incompatible formats
C. when a summary masks subpatterns
D. when AI uses summary statistics instead of raw data

Answer: C

Explanation:
Aggregation bias occurs when summarized or combined data hides meaningful differences across subgroups, causing important subpatterns to be missed.

NEW QUESTION # 63
Which Cisco technology is commonly associated with network observability and telemetry?

A. NetFlow
B. Spanning Tree Protocol
C. RIP v1
D. VLAN Trunking Protocol only

Answer: A

Explanation:
NetFlow provides visibility into traffic flows and is widely used for monitoring, analytics, and AI- driven operations.

NEW QUESTION # 64
In an AI-powered automation workflow, what is deterministic branching?

A. A workflow state that pauses execution until a human manually determines the next step.
B. A dynamic system where branching criteria evolve over time using optimization algorithms.
C. A decision point where the next step is dictated by specific, pre-programmed rules.
D. A process where the AI model autonomously selects the next step based on its internal confidence score.

Answer: C

Explanation:
Deterministic branching uses predefined rules or conditions to decide the next workflow step, making the path predictable and repeatable rather than model-driven or manually selected.

NEW QUESTION # 65
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