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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Adapt prompting strategy by task type - Create effective prompts for business and technical tasks - Apply task decomposition techniques to structure complex requests |
| Output Evaluation and Validation | 21% | - Identify hallucinations, inconsistencies, and biases in responses - Determine when human review or additional verification is required - Edit and adapt outputs for the intended audience - Evaluate Claude-generated outputs for accuracy and completeness - Organize and curate information and select appropriate output formats - Apply fact-checking and validation techniques |
| Product and Model Selection | 12% | - Differentiate between Claude model types - Manage context limitations and memory - Select appropriate Claude product features - Align model selection with task requirements |
| Governance, Risk, and Responsible Use | 15% | - Follow organizational AI policies and governance standards - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations - Identify appropriate and inappropriate use cases |
| Troubleshooting and Optimization | 10% | - Identify and diagnose issues with underperforming prompts or poor outputs - Adjust approaches based on feedback and results - Optimize workflows for efficiency and effectiveness |
| Workflow Integration and Solution Design | 16% | - Support solution design through iteration - Analyze requirements and use cases - Use Claude for research, planning, and process optimization - Integrate Claude into existing workflows and communicate its value and limitations |
| Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions and knowledge sources - Maintain and update configurations - Manage uploaded knowledge and connectors - Create effective system-level instructions |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are handling a document containing mixed-sensitivity content before using it with Claude.
Which data-handling step should be performed first?
A) Review the redacted document with a peer to confirm the redaction is complete.
B) Submit the redacted document to Claude for the intended task.
C) Redact sensitive fields and replace them with appropriate placeholders.
D) Classify the content of the document and identify which fields are sensitive.
2. 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, 2, 1, 4, 5
B) 1, 3, 2, 4, 5
C) 3, 1, 2, 4, 5
D) 2, 3, 1, 4, 5
3. You are a marketing manager using Claude to research a new market segment.
Which research step should be performed first?
A) Generate a final research report combining every Claude output produced.
B) Validate the gathered information against authoritative external sources.
C) Define the specific research questions that must be answered for the segment.
D) Submit a series of Claude prompts to gather information across the segment.
4. You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.
A) the current policy library that the summaries are drawn from
B) active client case files maintained by a separate legal team for a different workstream
C) presentation slides from a recent team training session on internal communication standards
D) employee onboarding records used in a separate HR workflow managed by the same team
E) the summary format and the audience expectations the summaries must meet
5. 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) Articulate the problem the solution must address and the constraints in play.
C) Generate candidate solution concepts using Claude across diverse styles.
D) Produce detailed mock-ups of the chosen solution for stakeholder review.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: A,E | Question # 5 Answer: B |
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