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Cisco 810-110 Exam Syllabus Topics:

SectionWeightObjectives
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
          Prompt Engineering15%- Security and robustness
          • 1. Mitigation and defensive prompting
            • 2. Prompt injection risks
              - Prompting techniques
              • 1. Chained and iterative prompting
                • 2. Few-shot prompting
                  - Prompt design principles
                  • 1. Roles, instructions, constraints
                    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
                              Generative AI Models20%- 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
                                      - Model fundamentals and use cases
                                      • 1. LLMs and diffusion models overview
                                        • 2. Use cases: summarization, code generation, content creation
                                          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

                                                  Cisco AI Technical Practitioner Sample Questions:

                                                  1. Why is a Human-in-the-Loop workflow essential when an AI agent has write access to a production database?

                                                  A) to provide administrative credentials required to bypass MFA requirements
                                                  B) to serve as a safety gate against unintended data modifications
                                                  C) to allow the AI agent to automatically resolve transaction deadlocks
                                                  D) to allow the AI agent to bypass the integrity constraints of the database


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

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


                                                  3. What is the role of embeddings in AI systems?

                                                  A) Representing data numerically in vector space
                                                  B) Encrypting traffic
                                                  C) Compressing logs
                                                  D) Assigning IP addresses


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

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


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

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


                                                  Solutions:

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

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