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Cisco 810-110 Exam Syllabus Topics:

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

                                                  Cisco AI Technical Practitioner Sample Questions:

                                                  1. 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 verify the output reliability
                                                  C) to bypass the context window
                                                  D) to increase the model creativity


                                                  2. What is the role of an MCP server in the MCP open standard?

                                                  A) to host the LLM and perform token inference
                                                  B) to route requests between different AI providers
                                                  C) to provide the GUI for the end-user interaction
                                                  D) to expose tools and resources to an AI model


                                                  3. What is the role of the client in the Model Context Protocol?

                                                  A) to provide resources for task execution
                                                  B) to orchestrate interactions with servers
                                                  C) to act as an LLM for inferencing
                                                  D) to act as a tool or service provider


                                                  4. Which risk occurs when an AI model provides an outdated technical specification because it was trained before the new standard was released?

                                                  A) misinformation
                                                  B) knowledge cut-off
                                                  C) data poisoning
                                                  D) disinformation


                                                  5. Which threat involves an attacker intentionally contaminating the training set of a model to influence its future behavior?

                                                  A) gradient inversion
                                                  B) direct prompt injection
                                                  C) algorithmic bias
                                                  D) data poisoning


                                                  Solutions:

                                                  Question # 1
                                                  Answer: B
                                                  Question # 2
                                                  Answer: D
                                                  Question # 3
                                                  Answer: B
                                                  Question # 4
                                                  Answer: B
                                                  Question # 5
                                                  Answer: D

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