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Anthropic CCAO-F Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Governance, Risk, and Responsible Use15%- Apply responsible AI principles and policies
- Understand limitations and ethical boundaries
- Manage data sensitivity and privacy risks
Topic 2: Product and Model Selection12%- Match model capabilities to task requirements
- Understand model differences and use cases
- Select appropriate Claude product features
Topic 3: Configuration and Knowledge Management12%- Configure Claude Projects with instructions
- Manage knowledge sources and context
- Maintain consistent system-level behavior
Topic 4: Workflow Integration and Solution Design16%- Design AI-assisted processes and solutions
- Integrate Claude into existing business workflows
- Plan end-to-end Claude-augmented workflows
Topic 5: Troubleshooting and Optimization10%- Identify causes of poor or unexpected outputs
- Diagnose context and performance issues
- Adjust prompts and configuration to improve results
Topic 6: Prompting and Task Execution14%- Apply task decomposition to structure complex requests
- Iterate prompts to improve output quality
- Create effective prompts for business and technical tasks
- Adapt prompting strategies by task type
Topic 7: Output Evaluation and Validation21%- Evaluate outputs for accuracy, completeness, and consistency
- Detect hallucinations, biases, and inconsistencies
- Determine when human review is required
- Apply fact-checking and validation methods

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. A business analyst is converting a sticky-note request from a stakeholder into a structured prompt for Claude.
Which is the correct order of conversion steps?
(1) Confirm the audience and the decision the response must support.
(2) Submit the structured prompt to Claude.
(3) Identify the underlying task hidden in the sticky-note language.
(4) Specify the desired length, tone, and output format.
(5) Add the supporting facts and constraints relevant to the task.

A) 3, 1, 5, 4, 2
B) 3, 5, 1, 4, 2
C) 1, 3, 5, 4, 2
D) 2, 3, 1, 5, 4


2. You are a refining a prompt over several iterations. The output drifts further from the requested template with each change.
Which step is most appropriate?

A) Stop iterating and accept the most off-target version.
B) Continue making large simultaneous changes until the output happens to align.
C) Revert to the version of the prompt that produced the closest match and adjust from that baseline.
D) Discard all prior versions and start with no record of what worked.


3. You are a product designer using Claude in a solution-design exercise.
Which solution-design step should be performed first when using Claude?

A) Compare the candidate concepts against the constraints and select a finalist.
B) Produce detailed mock-ups of the chosen solution for stakeholder review.
C) Generate candidate solution concepts using Claude across diverse styles.
D) Articulate the problem the solution must address and the constraints in play.


4. You are reviewing claims about prompt iteration that colleagues have made during recent training.
Which two claims about prompt iteration are accurate? (Select two.)
Each correct answer presents a complete solution.

A) Iteration should stop only after every possible alternative phrasing has been tried.
B) Iteration is most productive when each change targets a specifically diagnosed weakness.
C) Repeatedly resubmitting the same prompt is the most reliable way to improve the output.
D) Comparing the output against the original criteria validates whether the iteration helped.
E) More iterations always produce a better output, regardless of what was changed.


5. You are a business analyst evaluating a Claude-generated business case against the agreed acceptance criteria.
Which is the correct order of evaluation steps?
(1) Compare the business case with the source data and required topics.
(2) Document gaps and inaccuracies for follow-up or correction.
(3) Restate the acceptance criteria for the business case.
(4) Decide whether to use the business case, iterate, or escalate.
(5) Read the business case from beginning to end to form an initial impression.

A) 1, 3, 5, 2, 4
B) 3, 5, 1, 2, 4
C) 5, 3, 1, 2, 4
D) 3, 1, 5, 2, 4


Solutions:

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

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