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Cisco 810-110 Exam Syllabus Topics:

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

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                                                  Cisco AI Technical Practitioner Sample Questions (Q42-Q47):

                                                  NEW QUESTION # 42
                                                  Which metric is commonly used to evaluate classification models?

                                                  Answer: C

                                                  Explanation:
                                                  Accuracy measures how many predictions were correct out of total predictions.


                                                  NEW QUESTION # 43
                                                  Which workflow mechanism is being used when a company implements a policy where an AI agent can draft a customer email, but a human must authorize the transmission?

                                                  Answer: A

                                                  Explanation:
                                                  An approval gate requires human authorization before a high-impact or externally visible action is executed, such as sending an AI-drafted customer email.


                                                  NEW QUESTION # 44
                                                  A developer provides AI with three examples of a log entry mapped to a specific error category before asking AI to categorize a new log entry. Which technique is being used?

                                                  Answer: C

                                                  Explanation:
                                                  Few-shot prompting provides several examples of the expected input-output pattern so the AI can apply the same pattern to a new case.


                                                  NEW QUESTION # 45
                                                  Which Cisco platform provides AI-powered security analytics?

                                                  Answer: B

                                                  Explanation:
                                                  Cisco SecureX integrates security visibility, analytics, and automation using AI-driven insights.


                                                  NEW QUESTION # 46
                                                  What is the main advantage of cloud-based AI services?

                                                  Answer: D

                                                  Explanation:
                                                  Cloud AI platforms provide scalable infrastructure and elastic computing power for AI workloads.


                                                  NEW QUESTION # 47
                                                  ......

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