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Cisco 810-110 Exam Syllabus Topics:

SectionWeightObjectives
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
            Agentic AI Systems- Agent architecture
            • 1. Autonomous agents and orchestration
              • 2. Multi-step reasoning workflows
                Generative AI Models20%- 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
                        - Context and retrieval systems
                        • 1. Context windows and token limits
                          • 2. RAG, embeddings, vector databases
                            AI for Code and Workflow Optimization- AI-assisted software development
                            • 1. SDLC integration
                              • 2. Code generation and debugging
                                - Automation workflows
                                • 1. Workflow orchestration concepts
                                  • 2. API integration basics
                                    Prompt Engineering15%- Prompting techniques
                                    • 1. Few-shot prompting
                                      • 2. Chained and iterative prompting
                                        - Prompt design principles
                                        • 1. Roles, instructions, constraints
                                          - Security and robustness
                                          • 1. Mitigation and defensive prompting
                                            • 2. Prompt injection risks
                                              AI for Data Research and Analysis- Data exploration and transformation
                                              • 1. Insight generation and validation
                                                • 2. AI-assisted data cleaning

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                                                  Cisco AI Technical Practitioner Sample Questions (Q18-Q23):

                                                  NEW QUESTION # 18
                                                  Which activity is an indirect prompt injection attack?

                                                  Answer: B

                                                  Explanation:
                                                  An indirect prompt injection occurs when malicious instructions are hidden in external content that the AI reads or retrieves, causing the model to follow attacker-controlled instructions from a poisoned data source.


                                                  NEW QUESTION # 19
                                                  What is aggregation bias in the context of AI-assisted data analysis?

                                                  Answer: A

                                                  Explanation:
                                                  Aggregation bias occurs when summarized or combined data hides meaningful differences across subgroups, causing important subpatterns to be missed.


                                                  NEW QUESTION # 20
                                                  Which Cisco solution helps automate network operations using AI insights?

                                                  Answer: A

                                                  Explanation:
                                                  Cisco DNA Center uses AI and analytics for intent-based networking and automation.


                                                  NEW QUESTION # 21
                                                  A practitioner must reduce the financial cost of a high-volume summarization task. Which strategy addresses token-based billing?

                                                  Answer: D

                                                  Explanation:
                                                  Token-based billing is driven by the number of input and output tokens processed, so reducing the prompt size lowers the total tokens consumed across high-volume summarization requests.


                                                  NEW QUESTION # 22
                                                  What is the primary goal of Retrieval-Augmented Generation (RAG) in AI systems?

                                                  Answer: D

                                                  Explanation:
                                                  RAG combines a large language model with external data retrieval systems so the model can answer using updated and domain-specific knowledge.


                                                  NEW QUESTION # 23
                                                  ......

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