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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are running a weekly feedback-and-adjustment cycle.
Which is the correct order of cycle steps?
(1) Translate feedback into one or two targeted adjustments for the next cycle.
(2) Run the next cycle and compare results against the prior cycle.
(3) Capture the specific feedback received during the review.
(4) Document what changed, what effect it produced, and any remaining issues.
(5) Decide whether to continue iterating, switch approach, or escalate.

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

2. An analyst has been asked to compute summary statistics from an uploaded sales data file and produce a chart for a weekly report.
Which output approach best fits the task?

A) Produce a written placeholder for the chart in the chat response without generating the actual visualization, leaving the weekly report without the visual output it requires.
B) Request a narrative description of the data in the chat response without computing values, leaving the summary statistics and the chart unproduced and the weekly report incomplete.
C) Ask Claude to estimate the summary statistics from a brief preview of the file, accepting unverified figures rather than running the calculations against the full uploaded dataset.
D) Use Code Execution to perform the calculations and generate the chart, then verify the computed results against the source data before sharing the output.

3. The first output from Claude is partially useful but has tone and detail issues.
Which two refinement actions are most likely to produce a meaningfully better output? (Select two.) Each correct answer presents a complete solution.

A) Provide an example of an output that meets the desired standard.
B) Resubmit the same prompt several times and select the best response.
C) Append the phrase "please do better" to the end of the original prompt.
D) Add a specific tone descriptor and a concrete audience to the prompt.
E) Increase the temperature setting and resubmit the unchanged prompt.

4. You are a communications specialist preparing to describe Claude's role in a workflow to multiple stakeholder groups and must complete the preparation steps before drafting messages.
Which two preparation steps must be completed BEFORE drafting the stakeholder messages? (Select two.) Each correct answer presents part of the solution.

A) Define the key facts about Claude's role and the boundaries that apply.
B) Schedule a follow-up forum to handle questions raised by the messages.
C) Send the drafted messages out and gather feedback for revision.
D) Archive the drafted messages in the corporate communications repository.
E) Identify the stakeholder groups and what each group needs to understand.

5. You are reviewing a Claude-generated competitor brief for unsupported claims.
Which is the correct order of review steps?
(1) Cross-check each specific claim against the supplied source material or trusted external references.
(2) Decide whether to correct, re-prompt, or escalate based on the findings.
(3) Document each unsupported or inconsistent claim with its location and severity.
(4) Identify the specific factual claims, statistics, and citations in the brief.
(5) Read the brief from beginning to end and flag any claims that feel surprising.

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

Solutions: