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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Product and Model Selection | 12% | - Differentiate between Claude model types - Align model selection with task requirements - Select appropriate Claude product features - Manage context limitations and memory |
| Topic 2: Governance, Risk, and Responsible Use | 15% | - Follow organizational AI policies and governance standards - Understand ethical implications of Claude use - Identify appropriate and inappropriate use cases - Apply data sensitivity, regulatory, and privacy considerations |
| Topic 3: Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Adapt prompting strategy by task type - Apply task decomposition techniques to structure complex requests - Iterate prompts to improve output quality |
| Topic 4: Workflow Integration and Solution Design | 16% | - Support solution design through iteration - Integrate Claude into existing workflows and communicate its value and limitations - Analyze requirements and use cases - Use Claude for research, planning, and process optimization |
| Topic 5: Troubleshooting and Optimization | 10% | - Identify and diagnose issues with underperforming prompts or poor outputs - Optimize workflows for efficiency and effectiveness - Adjust approaches based on feedback and results |
| Topic 6: Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Apply fact-checking and validation techniques - Identify hallucinations, inconsistencies, and biases in responses - 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 |
| Topic 7: Configuration and Knowledge Management | 12% | - Maintain and update configurations - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions - Manage uploaded knowledge and connectors |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are decomposing a "build a customer journey map" request.
Which is the correct order of decomposed steps?
(1) Identify the touchpoints the customer encounters during each stage.
(2) Define the persona and the journey scope to be mapped.
(3) Capture pain points and opportunities at each touchpoint.
(4) Synthesize the findings into the final journey-map artifact.
(5) Identify the major stages the persona moves through.
A) 2,5,1,3,4
B) 2,1,5,3,4
C) 4, 3, 2, 1, 5
D) 5,2,1,3,4
2. A senior manager is reviewing a colleague's habit of never updating their team's Project configurations because "if it works once, it works forever." Which feedback is most warranted?
A) Configurations should be updated only when output quality visibly degrades, since proactive updates risk introducing regressions in working configurations.
B) Configurations should be reviewed and updated periodically because policies, terminology, and source documents change over time, even when output quality has not visibly degraded.
C) Configurations should be left alone if the team is satisfied with current outputs, and any required updates should be handled at the chat level rather than the Project level.
D) Configurations should be updated on a fixed schedule regardless of whether the underlying policies and source documents have changed, since regular maintenance prevents drift.
3. You are an operations lead integrating Claude into a multi-person team workflow.
Which integration step should be performed first?
A) Document the integrated workflow and onboard the rest of the team to it.
B) Iterate the integrated workflow based on the findings from the pilot.
C) Identify where Claude adds value and where each handoff to a human occurs.
D) Pilot the integrated workflow with a small group on representative work.
4. You are an HR specialist reviewing data items proposed for inclusion in a Claude prompt.
Which two data items are appropriate to include in a Claude prompt for a routine task? (Select two.) Each correct answer presents a complete solution.
A) A redacted job description that the model will adapt for a posting.
B) Accommodation request notes from an employee's HR file needed to draft a role-adjustment memo.
C) A compensation-band summary that includes employee names and current salary figures for a specific team.
D) Employee identification numbers and hire dates for the team roster included to help Claude personalize onboarding communications.
E) An anonymized summary of an HR policy that the model will rephrase.
5. A senior project coordinator has been asked to use Claude to produce an end-of-year report covering finance, operations, and customer outcomes. The three areas have separate data owners and separate source documents.
Which decomposition approach is most likely to produce a strong report?
A) Prompt Claude once with all source documents and request the full report, including the executive summary, in a single pass.
B) Draft the three sections in parallel, each using a section-specific prompt, then concatenate and lightly edit the outputs into the final report.
C) Define the report goals, gather inputs per section, draft each section in its own prompt, then synthesize the executive summary from the drafted sections.
D) Draft the executive summary first to anchor the report's narrative, then draft each section so it supports the summary already written.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A,E | Question # 5 Answer: C |
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