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Cisco 810-110 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Agentic AI Systems- Agent architecture
  • 1. Autonomous agents and orchestration
    • 2. Multi-step reasoning workflows
      Topic 2: Generative AI Models20%- Model fundamentals and use cases
      • 1. LLMs and diffusion models overview
        • 2. Use cases: summarization, code generation, content creation
          - 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
                  Topic 3: Prompt Engineering15%- Security and robustness
                  • 1. Mitigation and defensive prompting
                    • 2. Prompt injection risks
                      - Prompt design principles
                      • 1. Roles, instructions, constraints
                        - Prompting techniques
                        • 1. Chained and iterative prompting
                          • 2. Few-shot prompting
                            Topic 4: AI for Code and Workflow Optimization- AI-assisted software development
                            • 1. Code generation and debugging
                              • 2. SDLC integration
                                - Automation workflows
                                • 1. API integration basics
                                  • 2. Workflow orchestration concepts
                                    Topic 5: 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
                                              Topic 6: AI for Data Research and Analysis- Data exploration and transformation
                                              • 1. AI-assisted data cleaning
                                                • 2. Insight generation and validation

                                                  Cisco AI Technical Practitioner Sample Questions:

                                                  Question 1

                                                  What is fine-tuning in generative AI?

                                                  A. Formatting storage drives
                                                  B. Training a pre-trained model on specialized data
                                                  C. Replacing CPUs
                                                  D. Encrypting prompts


                                                  Question 2

                                                  Which activity is an indirect prompt injection attack?

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


                                                  Question 3

                                                  What is a difference between generative AI and agentic AI?

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


                                                  Question 4

                                                  How does context window management help control the cost of a long-running AI conversation?

                                                  A. by automatically switching to a lower-cost model as the conversation history grows
                                                  B. by switching to an algorithm that reduces the character-to-token ratio
                                                  C. by capping the cumulative number of input tokens sent with each new prompt
                                                  D. by increasing the context window size to reduce the total number of API calls


                                                  Question 5

                                                  A user includes project background information and the specific technical constraints in a prompt.
                                                  Which principle of prompt engineering is being applied?

                                                  A. describing the situation
                                                  B. defining a persona
                                                  C. using few-shot
                                                  D. stating the purpose


                                                  Solutions:

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

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