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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Ethics and Security | 20% | - Data privacy and security in AI systems - Compliance and governance frameworks - Responsible AI principles - AI-specific threats, risks and misinformation |
| Topic 2: Data Research and Analysis | 15% | - Data quality, bias and validation - Data collection, preparation and preprocessing - Data visualization and insight generation |
| Topic 3: AI for Code and Workflow Optimization | 15% | - Automation and workflow enhancement - AI-assisted code generation and improvement - Integration of AI tools in development processes |
| Topic 4: Prompt Engineering | 15% | - Advanced prompting techniques - Defensive prompting and error mitigation - Prompt design principles and best practices |
| Topic 5: Generative AI Models | 20% | - Generative AI model families and use cases - Model selection and evaluation in AI hubs - Context windows, token limits and response management - Model hosting options and trade-offs |
| Topic 6: Agentic AI | 15% | - Human-in-the-loop strategies - Agent design principles and capabilities - Model Context Protocol (MCP) framework - Agentic AI vs Generative AI use cases |
>> 810-110 Relevant Questions <<
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NEW QUESTION # 49
Why are prompts important in generative AI systems?
Answer: C
Explanation:
Well-structured prompts significantly improve response accuracy and relevance.
NEW QUESTION # 50
What is a use case for generative AI in the testing phase of the software development lifecycle?
Answer: A
Explanation:
Generative AI can create synthetic test data that simulates realistic inputs and edge cases, helping validate application behavior during the testing phase without relying only on production data.
NEW QUESTION # 51
A user includes project background information and the specific technical constraints in a prompt.
Which principle of prompt engineering is being applied?
Answer: D
Explanation:
Describing the situation means providing relevant context, background information, and constraints so the AI can generate a response that fits the specific scenario.
NEW QUESTION # 52
Which action demonstrates the principle of fairness in a generative AI deployment?
Answer: B
Explanation:
Fairness requires checking whether model outputs treat users or groups equitably, so auditing outputs for bias helps identify and reduce discriminatory or unequal outcomes.
NEW QUESTION # 53
Which AI-assisted task standardizes inconsistent date formats (e.g., MM/DD/YY and DD-MM- YYYY)?
Answer: A
Explanation:
Data transformation converts inconsistent data into a consistent format, such as standardizing multiple date formats into one required representation.
NEW QUESTION # 54
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