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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Output Evaluation and Validation | 21% | - Apply fact-checking and validation techniques - Edit and adapt outputs for the intended audience - Organize and curate information and select appropriate output formats - Determine when human review or additional verification is required - Identify hallucinations, inconsistencies, and biases in responses - Evaluate Claude-generated outputs for accuracy and completeness |
| Topic 2: Product and Model Selection | 12% | - Select appropriate Claude product features - Manage context limitations and memory - Align model selection with task requirements - Differentiate between Claude model types |
| Topic 3: Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions - Manage uploaded knowledge and connectors - Maintain and update configurations |
| Topic 4: Governance, Risk, and Responsible Use | 15% | - Apply data sensitivity, regulatory, and privacy considerations - Understand ethical implications of Claude use - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases |
| Topic 5: Prompting and Task Execution | 14% | - Adapt prompting strategy by task type - Iterate prompts to improve output quality - Apply task decomposition techniques to structure complex requests - Create effective prompts for business and technical tasks |
| Topic 6: Troubleshooting and Optimization | 10% | - Adjust approaches based on feedback and results - Optimize workflows for efficiency and effectiveness - Identify and diagnose issues with underperforming prompts or poor outputs |
| Topic 7: Workflow Integration and Solution Design | 16% | - Integrate Claude into existing workflows and communicate its value and limitations - Support solution design through iteration - Use Claude for research, planning, and process optimization - Analyze requirements and use cases |
Anthropic Claude Certified Associate-Foundations Sample Questions:
Question 1
An HR business partner is configuring a new Project for recurring policy questions from managers. The Project will be used across many chats by several HR team members.
Which content belongs in the Project knowledge base?
A. the current employee handbook, the leveling guide, and the policies-FAQ document referenced across the Project's chats
B. the current employee handbook only, with the leveling guide and the policies-FAQ attached at the start of each chat as needed for that chat's topic
C. the current employee handbook plus prior versions of the handbook going back five years, so Claude can answer questions about how policies have changed
D. the current employee handbook, the leveling guide, the policies-FAQ, and every email the HR team has sent about policy in the past year, for additional context
Question 2
An support representative is configuring a Project for drafting customer-facing apology emails after service outages. The current custom instructions tell Claude to "be empathetic and casual, keep it short, and offer a goodwill credit." The customer-service team has flagged that recent drafts have been too brief, have offered goodwill credits in cases where policy does not allow them, and have used contractions that the brand voice guide prohibits.
Which adjustment best aligns the configuration to the use case?
A. Specify the brand voice attributes (empathetic, formal, no contractions), set a minimum length, and instruct Claude to recommend a goodwill credit only when the attached eligibility policy permits one.
B. Keep the existing instructions and add a sentence telling Claude to consult the brand voice guide and the goodwill-credit policy that are attached to the Project knowledge base.
C. Move the brand voice guide and the goodwill-credit policy into the Project knowledge base and rely on the documents alone to govern tone, length, and credit decisions, without changing the custom instructions.
D. Replace "be empathetic and casual" with "match the brand voice guide," remove the instruction to offer goodwill credits, and let each draft determine its own length based on the incident.
Question 3
You are a knowledge worker preparing inputs for a Claude prompt.
Which data type most clearly requires extra handling such as redaction or anonymization before being included in the prompt?
A. customer government identifiers and full payment-card numbers tied to named individuals
B. generic product descriptions available on the company's marketing site
C. job titles taken from the company's public organizational chart
D. public press releases the company has already published
Question 4
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. Repeatedly resubmitting the same prompt is the most reliable way to improve the output.
B. Iteration is most productive when each change targets a specifically diagnosed weakness.
C. Comparing the output against the original criteria validates whether the iteration helped.
D. Iteration should stop only after every possible alternative phrasing has been tried.
E. More iterations always produce a better output, regardless of what was changed.
Question 5
An analyst has been asked to compute summary statistics from an uploaded sales data file and produce a chart for a weekly report.
Which output approach best fits the task?
A. Produce a written placeholder for the chart in the chat response without generating the actual visualization, leaving the weekly report without the visual output it requires.
B. Use Code Execution to perform the calculations and generate the chart, then verify the computed results against the source data before sharing the output.
C. Ask Claude to estimate the summary statistics from a brief preview of the file, accepting unverified figures rather than running the calculations against the full uploaded dataset.
D. Request a narrative description of the data in the chat response without computing values, leaving the summary statistics and the chart unproduced and the weekly report incomplete.
Solutions:
| Question 1 Answer: A | Question 2 Answer: A | Question 3 Answer: A | Question 4 Answer: B,C | Question 5 Answer: B |
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