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Cisco 810-110 Exam Syllabus Topics:

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

                                                  Cisco AI Technical Practitioner Sample Questions:

                                                  1. What is a difference between generative AI and agentic AI?

                                                  A) Generative AI requires tool access and agentic AI relies on its training data.
                                                  B) Generative AI uses retrieval-augmented generation and agentic AI does not support external data sources.
                                                  C) Generative AI produces single-turn responses and agentic AI executes multi-step reasoning loops.
                                                  D) Generative AI operates autonomously and agentic AI requires a prompt for each action.


                                                  2. In supervised machine learning, what is required?

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


                                                  3. Which factor should be considered when selecting a pre-trained model for a mobile application with limited local computational resources?

                                                  A) response creativity level of the model
                                                  B) training duration of the model
                                                  C) release frequency of the model
                                                  D) parameter count of the model


                                                  4. What is the primary goal of Retrieval-Augmented Generation (RAG) in AI systems?

                                                  A) Reduce GPU usage only
                                                  B) Replace neural networks
                                                  C) Encrypt AI datasets
                                                  D) Improve model responses with external knowledge


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

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


                                                  Solutions:

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

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