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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Create effective system-level instructions - Manage uploaded knowledge and connectors - Configure Claude Projects with instructions and knowledge sources - Maintain and update configurations |
| Product and Model Selection | 12% | - Select appropriate Claude product features - Manage context limitations and memory - Differentiate between Claude model types - Align model selection with task requirements |
| Workflow Integration and Solution Design | 16% | - Integrate Claude into existing workflows and communicate its value and limitations - Use Claude for research, planning, and process optimization - Support solution design through iteration - Analyze requirements and use cases |
| Output Evaluation and Validation | 21% | - Edit and adapt outputs for the intended audience - Determine when human review or additional verification is required - Organize and curate information and select appropriate output formats - Evaluate Claude-generated outputs for accuracy and completeness - Identify hallucinations, inconsistencies, and biases in responses - Apply fact-checking and validation techniques |
| Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Adjust approaches based on feedback and results - Identify and diagnose issues with underperforming prompts or poor outputs |
| Prompting and Task Execution | 14% | - Apply task decomposition techniques to structure complex requests - Adapt prompting strategy by task type - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks |
| Governance, Risk, and Responsible Use | 15% | - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases |
Anthropic Claude Certified Associate-Foundations Sample Questions:
You are a knowledge worker evaluating which Claude feature matches each proposed use case.
Which two feature-to-use-case matches are appropriate? (Select two.)
Each correct answer presents a complete solution.
- A. Long-context summarization for a quarterly report distilled from many sources.
- B. Tool use to invoke a calculator for rephrasing a product description in simpler language.
- C. Long-context summarization for drafting a reply to a single short customer email.
- D. Web search invocation to retrieve the established formula for calculating compound interest.
- E. Tool use to invoke a calculator for a complex multistep pricing calculation.
Correct Answer: A,E 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
An account manager has used Claude to extract requirements from stakeholder notes. Three requirements appear to conflict: two stakeholders specified mutually exclusive workflow steps, and a third requirement assumes an outcome that the first two would prevent.
Which step is most appropriate?
- A. Select the requirement that has the strongest business justification in the source notes, set the conflicting requirements aside, and proceed with the selected one.
- B. Flag the conflicts in the requirements document, document the source for each side, and route the conflicts back to the originating stakeholders for resolution.
- C. Present all three conflicting requirements as alternative options in the requirements document, leaving the resolution to the project's decision-making process later.
- D. Ask Claude to propose compromise wording for each conflict and submit the compromise to stakeholders as the proposed resolution.
Correct Answer: B 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
You are designing a checklist for evaluating Claude outputs and must complete the upstream steps before scoring an output.
Which two steps must be completed BEFORE scoring a Claude output against the checklist? (Select two.) Each correct answer presents part of the solution.
- A. Forward unacceptable outputs to a senior reviewer for second-pass review.
- B. Promote the approved output into the downstream production process.
- C. Document the final score and the reviewer comments for the audit trail.
- D. Specify the threshold that distinguishes acceptable from unacceptable output.
- E. Define the evaluation criteria that matter for the task at hand.
Correct Answer: D,E 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
A strategy manager is reviewing a Claude-generated recommendation to consolidate the company's two regional warehouses into one. The recommendation cites three sources that estimate cost savings and one source confirming that consolidation is operationally feasible. Two source documents also contain estimates of one-time transition costs and a stakeholder concern about regional service levels, neither of which appears in the recommendation.
Which concern is most warranted?
- A. The recommendation reflects selective use of the source documents and should be re-prompted to address the transition costs and the service-level concern before it is used.
- B. The recommendation is sound because every source it cites supports the consolidation conclusion.
- C. The recommendation is acceptable for an initial round, but the missing material should be added in a separate appendix rather than re-prompting the original output.
- D. The recommendation should be rejected because it relies on only four sources, which is insufficient for a decision of this size.
Correct Answer: A 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
You are a knowledge worker preparing inputs for a Claude prompt.
Which data type most clearly requires extra handling such as redaction or anonymization before being included in the prompt?
- A. generic product descriptions available on the company ' s marketing site
- B. public press releases the company has already published
- C. job titles taken from the company ' s public organizational chart
- D. customer government identifiers and full payment-card numbers tied to named individuals
Correct Answer: D 🗳️
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