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Cisco 810-110 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Generative AI Models20%- Model hosting and architecture
  • 1. Cloud vs local deployment trade-offs
    • 2. Latency, cost, privacy considerations
      - Model fundamentals and use cases
      • 1. Use cases: summarization, code generation, content creation
        • 2. LLMs and diffusion models overview
          - Context and retrieval systems
          • 1. Context windows and token limits
            • 2. RAG, embeddings, vector databases
              Topic 2: AI for Code and Workflow Optimization- AI-assisted software development
              • 1. SDLC integration
                • 2. Code generation and debugging
                  - Automation workflows
                  • 1. Workflow orchestration concepts
                    • 2. API integration basics
                      Topic 3: Prompt Engineering15%- Prompting techniques
                      • 1. Chained and iterative prompting
                        • 2. Few-shot prompting
                          - Prompt design principles
                          • 1. Roles, instructions, constraints
                            - Security and robustness
                            • 1. Prompt injection risks
                              • 2. Mitigation and defensive prompting
                                Topic 4: Agentic AI Systems- Agent architecture
                                • 1. Autonomous agents and orchestration
                                  • 2. Multi-step reasoning workflows
                                    Topic 5: AI for Data Research and Analysis- Data exploration and transformation
                                    • 1. Insight generation and validation
                                      • 2. AI-assisted data cleaning
                                        Topic 6: Ethics and Security15%- AI security threats
                                        • 1. AI-specific attack surfaces
                                          • 2. Misinformation and hallucinations
                                            - Responsible AI principles
                                            • 1. Fairness, transparency, accountability
                                              • 2. Bias mitigation
                                                - Data privacy and governance
                                                • 1. Secure AI data handling

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                                                  810-110 Test Questions Answers & Online 810-110 Tests

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                                                  Cisco AI Technical Practitioner Sample Questions (Q17-Q22):

                                                  NEW QUESTION # 17
                                                  What is the benefit of AI Ops (AIOps) in networking?

                                                  Answer: D

                                                  Explanation:
                                                  AIOps uses AI to improve IT operations, detect anomalies, and accelerate troubleshooting.


                                                  NEW QUESTION # 18
                                                  How does a coordinator agent function in a multi-agent AI framework?

                                                  Answer: D

                                                  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 # 19
                                                  Why are embeddings essential to the retrieval phase of a RAG system?

                                                  Answer: C

                                                  Explanation:
                                                  Embeddings convert text into numerical vectors that capture semantic meaning, allowing a RAG system to retrieve content that is conceptually relevant to the user's query rather than relying only on exact keyword matches.


                                                  NEW QUESTION # 20
                                                  Which activity occurs when a developer uses AI to generate a complete Python class for a new API client based on a high-level description?

                                                  Answer: C

                                                  Explanation:
                                                  Code scaffolding uses AI to generate the initial structure and boilerplate for a new component, such as a complete Python class for an API client based on a high-level description.


                                                  NEW QUESTION # 21
                                                  What is hallucination in generative AI?

                                                  Answer: A

                                                  Explanation:
                                                  Hallucination occurs when an AI confidently produces false or misleading outputs.


                                                  NEW QUESTION # 22
                                                  ......

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