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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions and knowledge sources - Manage uploaded knowledge and connectors - Create effective system-level instructions - Maintain and update configurations |
| Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Identify and diagnose issues with underperforming prompts or poor outputs - Adjust approaches based on feedback and results |
| Product and Model Selection | 12% | - Differentiate between Claude model types - Manage context limitations and memory - Align model selection with task requirements - Select appropriate Claude product features |
| Prompting and Task Execution | 14% | - Adapt prompting strategy by task type - Apply task decomposition techniques to structure complex requests - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks |
| Output Evaluation and Validation | 21% | - Determine when human review or additional verification is required - Identify hallucinations, inconsistencies, and biases in responses - Organize and curate information and select appropriate output formats - Evaluate Claude-generated outputs for accuracy and completeness - Apply fact-checking and validation techniques - Edit and adapt outputs for the intended audience |
| Workflow Integration and Solution Design | 16% | - Support solution design through iteration - Integrate Claude into existing workflows and communicate its value and limitations - Use Claude for research, planning, and process optimization - Analyze requirements and use cases |
| Governance, Risk, and Responsible Use | 15% | - Understand ethical implications of Claude use - Follow organizational AI policies and governance standards - Apply data sensitivity, regulatory, and privacy considerations - Identify appropriate and inappropriate use cases |
Anthropic Claude Certified Associate-Foundations Sample Questions:
You are an analyst fact-checking a Claude-generated report. Two cited sources give conflicting dates for the same event.
Which approach is correct?
- A. Choose the more recent date on the basis that later sources typically reflect updated or corrected information.
- B. Publish both dates without resolving the conflict and let the reader choose.
- C. Average the two conflicting dates and use the average.
- D. Locate a primary or authoritative source for the event and use the date that source confirms.
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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. employee onboarding records used in a separate HR workflow managed by the same team
- C. presentation slides from a recent team training session on internal communication standards
- D. the summary format and the audience expectations the summaries must meet
- E. active client case files maintained by a separate legal team for a different workstream
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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. Repeatedly resubmitting the same prompt is the most reliable way to improve the output.
- C. More iterations always produce a better output, regardless of what was changed.
- D. Iteration is most productive when each change targets a specifically diagnosed weakness.
- E. Comparing the output against the original criteria validates whether the iteration helped.
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You are an operations assistant asking Claude to summarize 200 weekly metric records across multiple regions.
Which output format communicates the data most clearly?
- A. a structured table with one record per row and one metric per column, sorted by region
- B. a series of regional narrative briefs, each describing weekly performance in paragraph form
- C. a bulleted list of observations grouped by region without consistent metrics across entries
- D. a narrative summary organized by region, describing trends and notable records in prose
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You are evaluating whether a "redesign new-hire onboarding" request should be decomposed before prompting Claude.
Which feature of the request most strongly indicates decomposition will help?
- A. The request involves a single well-defined output with a clear input and a familiar format.
- B. The request involves content the associate has produced many times before and knows can be handled in a single well-structured prompt.
- C. The request requires multiple distinct outputs: a process map, supporting materials, and a measurement plan.
- D. The request is for a single structured document that can be produced from one set of inputs in one prompt.
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