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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 - Create effective prompts for business and technical tasks - Adapt prompting strategies by task type - Apply task decomposition to structure complex requests |
| Topic 2: Governance, Risk, and Responsible Use | 15% | - Apply responsible AI principles and policies - Understand limitations and ethical boundaries - Manage data sensitivity and privacy risks |
| Topic 3: Workflow Integration and Solution Design | 16% | - Plan end-to-end Claude-augmented workflows - Integrate Claude into existing business workflows - Design AI-assisted processes and solutions |
| Topic 4: Product and Model Selection | 12% | - Match model capabilities to task requirements - Select appropriate Claude product features - Understand model differences and use cases |
| Topic 5: Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions - Manage knowledge sources and context - Maintain consistent system-level behavior |
| Topic 6: Output Evaluation and Validation | 21% | - Determine when human review is required - Apply fact-checking and validation methods - Detect hallucinations, biases, and inconsistencies - Evaluate outputs for accuracy, completeness, and consistency |
| Topic 7: Troubleshooting and Optimization | 10% | - Diagnose context and performance issues - Identify causes of poor or unexpected outputs - Adjust prompts and configuration to improve results |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. A learning specialist is configuring a Project for course-design work. Their organization has an internal instructional-design standard and a preferred output structure for lesson outlines.
Which custom-instruction set best supports this use case?
A) Specify only the preferred output structure for lesson outlines, since the structure carries the standards implicitly and naming the role adds no value.
B) Name Claude's role as a course designer and require alignment with the organization's instructional- design standards; leave the output structure to Claude based on each lesson's topic.
C) Name Claude's role as a course designer, require alignment with the organization's instructional-design standards, and specify the preferred output structure for lesson outlines.
D) Name Claude's role as a course designer; let each chat prompt specify the standards and output structure for that lesson, since lessons vary widely.
2. 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) Comparing the output against the original criteria validates whether the iteration helped.
C) Iteration is most productive when each change targets a specifically diagnosed weakness.
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.
3. You are a customer-success manager considering whether to escalate a Claude-generated response.
Which factor most strongly raises the impact of the output and supports escalation before external use?
A) The response is a brief internal announcement about an upcoming team all-hands meeting.
B) The response is an internal draft summarizing the associate's notes from a customer call for their own reference.
C) The response is an unchanged draft for a paying customer that includes a service-level commitment.
D) The response is a casual rephrasing of an internal team status update.
4. A knowledge worker is explaining the purpose of an organizational AI governance framework to a colleague.
Which description is most accurate?
A) A governance framework defines approved tools, allowed data, required reviews, and reporting paths so AI is used consistently and accountably.
B) A governance framework defines the training every employee must complete before using AI tools, with separate requirements for each tool the organization licenses.
C) A governance framework lists the AI tools the organization licenses and the cost of each, so users can pick the most cost-effective tool for each task.
D) A governance framework documents the AI policies the organization is legally required to adopt, focusing on regulatory compliance rather than day-to-day use.
5. 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) job titles taken from the company's public organizational chart
B) customer government identifiers and full payment-card numbers tied to named individuals
C) generic product descriptions available on the company's marketing site
D) public press releases the company has already published
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,C | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B |
