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Cisco 810-110 Exam Syllabus Topics:

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

                                                  Cisco AI Technical Practitioner Sample Questions:

                                                  1. When using AI to draft a technical proposal, what is the benefit of a format-agnostic strategy?

                                                  A) It minimizes token consumption.
                                                  B) It ensures the most creative text.
                                                  C) It maintains contextual alignment.
                                                  D) It allows for easy repurposing.


                                                  2. What is a use case for generative AI in the testing phase of the software development lifecycle?

                                                  A) generating automated documentation
                                                  B) generating synthetic test data
                                                  C) drafting user stories
                                                  D) performing static code analysis


                                                  3. What is occurring when an agent converts a CSV list into a Markdown table for a final report?

                                                  A) data transformation
                                                  B) data classification
                                                  C) data quantization
                                                  D) data filtering


                                                  4. What is a corporate data privacy risk when using a public AI chatbot?

                                                  A) The AI will provide hallucinated technical specifications.
                                                  B) The input data may be used for model training.
                                                  C) The data will be encrypted at rest instead of in transit.
                                                  D) The AI will provide biased technical advice.


                                                  5. In an AI-powered automation workflow, what is deterministic branching?

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


                                                  Solutions:

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

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