810-110題庫 - 810-110認證考試解析

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Cisco 810-110 Exam Syllabus Topics:

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

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                                                  最新的 Cisco AI Technical Practitioner (AITECH) 810-110 免費考試真題 (Q21-Q26):

                                                  問題 #21
                                                  Which action demonstrates the principle of fairness in a generative AI deployment?

                                                  答案:D

                                                  解題說明:
                                                  Fairness requires checking whether model outputs treat users or groups equitably, so auditing outputs for bias helps identify and reduce discriminatory or unequal outcomes.


                                                  問題 #22
                                                  A practitioner is solving a complex architectural problem by breaking it into four sequential prompts. Each prompt's output is fed as input into the next prompt in the sequence. Which prompt engineering technique is being used?

                                                  答案:B

                                                  解題說明:
                                                  Prompt chaining breaks a complex task into a sequence of connected prompts, where each response becomes part of the input for the next step.


                                                  問題 #23
                                                  How does a coordinator agent function in a multi-agent AI framework?

                                                  答案:A

                                                  解題說明:
                                                  A coordinator agent manages the overall workflow by assigning tasks to specialized agents, coordinating their interactions, and combining their outputs into a final result.


                                                  問題 #24
                                                  Which generative AI model family should be used for identifying and summarizing technical themes across thousands of unstructured network incident reports?

                                                  答案:D

                                                  解題說明:
                                                  Large language models are designed to process and generate natural language, making them suitable for identifying recurring technical themes and summarizing large volumes of unstructured incident reports.


                                                  問題 #25
                                                  A practitioner is using AI to analyze customer support tickets and usage data to compare customer complaint patterns across segments. According to the 4-step EDA methodology, what is the next action after generating a high-level summary of the feedback?

                                                  答案:A

                                                  解題說明:
                                                  In the 4-step EDA methodology, after orienting with a high-level summary, the next step is to form hypotheses about possible patterns or relationships in the data, such as why complaint patterns differ across customer segments.


                                                  問題 #26
                                                  ......

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