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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: 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 |
| Topic 2: Configuration and Knowledge Management | 12% | - Manage uploaded knowledge and connectors - Maintain and update configurations - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions |
| Topic 3: 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 |
| Topic 4: Governance, Risk, and Responsible Use | 15% | - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases - Apply data sensitivity, regulatory, and privacy considerations - Understand ethical implications of Claude use |
| Topic 5: Workflow Integration and Solution Design | 16% | - Analyze requirements and use cases - Support solution design through iteration - Integrate Claude into existing workflows and communicate its value and limitations - Use Claude for research, planning, and process optimization |
| Topic 6: Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Determine when human review or additional verification is required - Organize and curate information and select appropriate output formats - Identify hallucinations, inconsistencies, and biases in responses - Edit and adapt outputs for the intended audience - Apply fact-checking and validation techniques |
| Topic 7: Product and Model Selection | 12% | - Align model selection with task requirements - Manage context limitations and memory - Differentiate between Claude model types - Select appropriate Claude product features |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. A business analyst has been asked to use Claude to extract requirements from a recorded stakeholder interview transcript. The transcript is approximately 90 minutes long and covers multiple topics.
Which approach is most likely to produce a usable structured output?
A) Provide the transcript and ask Claude to produce a single ranked list of requirements, since a single list is easier for stakeholders to review than separate sections.
B) Provide the transcript and ask Claude to summarize it; extract requirements from the summary in a second pass since two passes catch more detail.
C) Provide the transcript along with a structured prompt that requests must-haves, nice-to-haves, open questions, and conflicts as separate sections.
D) Provide the transcript and ask Claude to produce a chronological list of every statement that contains a verb, then classify each statement as a requirement or not.
2. You are a Claude associate troubleshooting a recurring poor output.
Which is the correct order of diagnostic steps?
(1) Form a hypothesis about which prompt element most likely caused the deficiency.
(2) Apply a single targeted change and observe the effect on the output.
(3) Read the output end to end and identify the specific deficiency.
(4) Compare the deficient output to the prompt to spot mismatches between input and output.
(5) Document the root cause and the resolution for future reference.
A) 4, 3, 1, 2, 5
B) 3, 1, 4, 2, 5
C) 3, 4, 1, 2, 5
D) 1, 3, 4, 2, 5
3. 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) Classify the content of the document and identify which fields are sensitive.
D) Redact sensitive fields and replace them with appropriate placeholders.
4. You are reviewing colleagues' responses to feedback received on Claude-drafted communications.
Which two feedback responses are productive? (Select two.)
Each correct answer presents a complete solution.
A) Incorporating all feedback received, including contradictory suggestions, into the next draft simultaneously
B) Asking clarifying questions when feedback is ambiguous before acting on it
C) Mapping each piece of feedback to the specific change made in the next draft
D) Deferring all feedback to a later revision cycle to avoid disrupting the current draft's consistency
E) Declining to revise sections generated by Claude on the basis that the model's output should be trusted as written
5. You are a procurement associate decomposing a vendor-evaluation task.
Which dependency ordering reflects sound sequencing?
A) Rank the vendors before collecting any data.
B) Define evaluation criteria first, gather vendor data against those criteria, then score and rank the vendors.
C) Score the vendors first and decide on the criteria afterward.
D) Skip the criteria and ask Claude to produce a vendor recommendation without any inputs.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: B,C | Question # 5 Answer: B |








