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WGU Practical-Applications-of-Prompt Exam Syllabus Topics:

SectionObjectives
Context and Role Definition- Establishing AI context
  • 1. Role-based prompting
  • 2. Output constraints
  • 3. Instruction framing
Chain-of-Thought and Multi-Step Prompting- Reasoning-oriented prompting
  • 1. Logical decomposition
  • 2. Step-by-step prompting
  • 3. Multi-stage reasoning
Prompt Engineering for Domain-Specific Tasks- Applying prompts in practical domains
  • 1. Creative content generation
  • 2. Data analysis prompts
  • 3. Code generation prompts
  • 4. Technical writing prompts
  • 5. Customer support prompts
Performance Metrics and Evaluation- Evaluating prompt effectiveness
  • 1. Quality assessment
  • 2. Optimization measurement
  • 3. Consistency checks
Iterative Refinement Techniques- Improving prompt performance
  • 1. Feedback loops
  • 2. Prompt adjustment
  • 3. Response evaluation
Ethical Considerations and Responsible Use- Responsible AI usage
  • 1. Bias mitigation
  • 2. Ethical prompt evaluation
  • 3. Fairness and accountability
Handling Edge Cases and Ambiguity- Managing unreliable outputs
  • 1. Validation strategies
  • 2. Fallback instructions
  • 3. Constraint enforcement
Prompt Structure and Clarity- Writing clear and specific prompts
  • 1. Formatting and tone
  • 2. Reducing ambiguity
  • 3. Prompt specificity

WGU Practical Applications of Prompt QFO1 Sample Questions:

1. Which task can be accomplished with the data cleaning capabilities of generative AI?

A) Identifying inaccuracies
B) Reducing total volume
C) Drawing valid conclusions
D) Identifying underlying bias


2. Consider the following component of an AI search tool prompt: "Find bike paths near Minneapolis." Which effective prompt component does this demonstrate?

A) Persona
B) Instructions
C) Context
D) Output format


3. A member of a middle pre-algebra class is having a difficult time graphing a line for a homework assignment.
In order to get help, the student enters the prompt "help with math" into an AI system. Which change should the student make to the prompt to generate a better outcome?

A) Include personal details, such as their first and last name
B) Give context on why the help is needed
C) Make the prompt a full sentence for correctness
D) Include scores from the most recent assignments


4. What is a benefit of incorporating detailed descriptions in prompts?

A) Wider range of response generation
B) Reduced risk of errors
C) Better articulation of user needs
D) Better use of computing resources


5. A person asks a large language model to develop a product description for a laptop. The person refines the prompt several times, each time adding more details, context, and restrictions to improve the result. Which prompting technique is described?

A) Cognitive verifier pattern
B) Chain of thought (COT)
C) Few-shot
D) Least to most


Solutions:

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

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