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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Output Evaluation and Validation | 21% | - Edit and adapt outputs for the intended audience - Evaluate Claude-generated outputs for accuracy and completeness - 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 - Apply fact-checking and validation techniques |
| Topic 2: Configuration and Knowledge Management | 12% | - Maintain and update configurations - Create effective system-level instructions - Manage uploaded knowledge and connectors - Configure Claude Projects with instructions and knowledge sources |
| Topic 3: 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 |
| Topic 4: Product and Model Selection | 12% | - Align model selection with task requirements - Manage context limitations and memory - Select appropriate Claude product features - Differentiate between Claude model types |
| Topic 5: Governance, Risk, and Responsible Use | 15% | - Identify appropriate and inappropriate use cases - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards |
| Topic 6: Workflow Integration and Solution Design | 16% | - Analyze requirements and use cases - Integrate Claude into existing workflows and communicate its value and limitations - Support solution design through iteration - Use Claude for research, planning, and process optimization |
| Topic 7: Prompting and Task Execution | 14% | - Apply task decomposition techniques to structure complex requests - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks - Adapt prompting strategy by task type |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. 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) Comparing the output against the original criteria validates whether the iteration helped.
B) More iterations always produce a better output, regardless of what was changed.
C) Iteration is most productive when each change targets a specifically diagnosed weakness.
D) Repeatedly resubmitting the same prompt is the most reliable way to improve the output.
E) Iteration should stop only after every possible alternative phrasing has been tried.
2. You are evaluating a Claude output that appears to contain hallucinated content.
Which response step should be performed first when a hallucination is suspected?
A) Notify the user community that the output contains a hallucinated claim.
B) Discard the entire output and regenerate the output with a fresh prompt.
C) Document the hallucination pattern in the team's risk register for future reference.
D) Pinpoint the specific claim that appears to be unsupported by available evidence.
3. 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 is for a single structured document that can be produced from one set of inputs in one prompt.
B) The request requires multiple distinct outputs: a process map, supporting materials, and a measurement plan.
C) The request involves a single well-defined output with a clear input and a familiar format.
D) The request involves content the associate has produced many times before and knows can be handled in a single well-structured prompt.
4. You are a project manager working through a long planning conversation with Claude and must keep the conversation productive as it grows.
Which two practices keep a long planning conversation productive? (Select two.) Each correct answer presents a complete solution.
A) Switch context aggressively between unrelated planning topics within one thread.
B) Periodically summarize decisions made so far to compress the working state.
C) Restate constraints and goals when the focus shifts to a new subtopic.
D) Avoid summarizing so the model retains every original word it has produced.
E) Open a new thread for every minor follow-up question to keep threads short.
5. You are a communications manager validating a Claude-generated newsletter that includes a specific industry growth figure. The figure appears in three trade-press articles, but none of them link to the underlying study.
Which validation step is correct?
A) Locate the original study referenced by the trade-press articles and verify the figure in the primary source.
B) Use the highest figure across the three articles to make the newsletter more compelling.
C) Accept the figure because three trade-press articles repeat it.
D) Remove the source attribution and present the figure as common knowledge.
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: B,C | Question # 5 Answer: A |
