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Cisco 810-110 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI for Code and Workflow Optimization- Automation workflows
  • 1. Workflow orchestration concepts
    • 2. API integration basics
      - AI-assisted software development
      • 1. SDLC integration
        • 2. Code generation and debugging
          Topic 2: Generative AI Models20%- 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
                  - Model hosting and architecture
                  • 1. Cloud vs local deployment trade-offs
                    • 2. Latency, cost, privacy considerations
                      Topic 3: Ethics and Security15%- Data privacy and governance
                      • 1. Secure AI data handling
                        - Responsible AI principles
                        • 1. Bias mitigation
                          • 2. Fairness, transparency, accountability
                            - AI security threats
                            • 1. Misinformation and hallucinations
                              • 2. AI-specific attack surfaces
                                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. AI-assisted data cleaning
                                      • 2. Insight generation and validation
                                        Topic 6: Prompt Engineering15%- Prompting techniques
                                        • 1. Chained and iterative prompting
                                          • 2. Few-shot prompting
                                            - Security and robustness
                                            • 1. Mitigation and defensive prompting
                                              • 2. Prompt injection risks
                                                - Prompt design principles
                                                • 1. Roles, instructions, constraints

                                                  Cisco AI Technical Practitioner Sample Questions:

                                                  1. Which activity is an indirect prompt injection attack?

                                                  A) AI reads a poisoned data source.
                                                  B) A user types a malicious command.
                                                  C) A prompt forces AI to ignore safety filters.
                                                  D) The model generates a false fact.


                                                  2. What is aggregation bias in the context of AI-assisted data analysis?

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


                                                  3. In supervised machine learning, what is required?

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


                                                  4. Why is defining a persona considered a best practice for technical prompt engineering?

                                                  A) It reduces the total token usage.
                                                  B) It guides the tone and vocabulary.
                                                  C) It provides a pattern to emulate.
                                                  D) It provides instructions for desired action.


                                                  5. What is an advantage of cloud-hosted API services when comparing cloud-hosted and locally hosted AI models?

                                                  A) elimination of per-token operational costs
                                                  B) rapid elastic scaling for unpredictable inference demand
                                                  C) lower network latency for all end users
                                                  D) full control over data residency and privacy


                                                  Solutions:

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

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