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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 - Select appropriate Claude product features - Manage context limitations and memory - Align model selection with task requirements |
| Topic 2: Configuration and Knowledge Management | 12% | - Create effective system-level instructions - Manage uploaded knowledge and connectors - Maintain and update configurations - Configure Claude Projects with instructions and knowledge sources |
| Topic 3: Governance, Risk, and Responsible Use | 15% | - Identify appropriate and inappropriate use cases - Follow organizational AI policies and governance standards - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations |
| Topic 4: Prompting and Task Execution | 14% | - Adapt prompting strategy by task type - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks - Apply task decomposition techniques to structure complex requests |
| Topic 5: Workflow Integration and Solution Design | 16% | - Use Claude for research, planning, and process optimization - Support solution design through iteration - Analyze requirements and use cases - Integrate Claude into existing workflows and communicate its value and limitations |
| Topic 6: Output Evaluation and Validation | 21% | - Edit and adapt outputs for the intended audience - Identify hallucinations, inconsistencies, and biases in responses - Organize and curate information and select appropriate output formats - Evaluate Claude-generated outputs for accuracy and completeness - Determine when human review or additional verification is required - Apply fact-checking and validation techniques |
| Topic 7: 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 |
Anthropic Claude Certified Associate-Foundations Sample Questions:
Question #1
You are a business analyst reviewing prompt drafts written by teammates.
Which two elements belong in a well-structured prompt for a business task? (Select two.) Each correct answer presents part of the solution.
A. A clear statement of the task that the model must perform
B. A short personal anecdote to make the prompt feel more conversational
C. A friendly, conversational tone instruction to make responses feel more approachable
D. A comprehensive list of company products and services to provide the model with business context
E. Relevant context, such as the audience and the goal of the task
Question #2
You are a research associate preparing inputs for a long task that references two lengthy regulatory documents, but only specific sections apply.
Which approach best preserves context-window capacity?
A. Skip the documents entirely and rely on Claude to invent the missing context.
B. Paste the full text of both documents without trimming to maximize the available material.
C. Split each document into one-character pieces and provide them one at a time.
D. Extract only the relevant sections from each document and include those, omitting unrelated chapters.
Question #3
You are a marketing manager using Claude to research a new market segment.
Which research step should be performed first?
A. Validate the gathered information against authoritative external sources.
B. Define the specific research questions that must be answered for the segment.
C. Submit a series of Claude prompts to gather information across the segment.
D. Generate a final research report combining every Claude output produced.
Question #4
A Claude associate is identifying the bottleneck in a content workflow that takes too long to publish. The workflow has five steps: research, drafting, internal review, legal review, and publication. There is cycle-time data for each step from the past month.
Which signal most directly identifies the bottleneck?
A. The step most recently added to the workflow, based on the assumption that process changes introduce the most friction
B. The step with the highest average cycle time per item across the past month's runs
C. The step with the longest queue or the largest backlog of items waiting to enter it
D. The step where individual contributors report the highest workload in their weekly status updates
Question #5
A Claude associate is evaluating whether to enable a Skill that was provided by an unfamiliar third party.
Which two checks best support a sound trust decision? (Select two.)
A. Treat the Skill's appearance in a public listing as sufficient validation, without confirming the source, requested permissions, or alignment with the organization's approved-Skill list.
B. Verify the source of the Skill against the organization's approved-Skill list before enabling it within Claude.ai or any Project the team uses for its work.
C. Skip permission review on the assumption that the Skill cannot exceed the boundaries of the workflow, even though Skills can request access that the task does not require.
D. Enable the Skill immediately on the basis of strong external reviews, even though its source has not been validated and its permissions remain unverified.
E. Review the permissions and capabilities the Skill requests and confirm that the requested access is appropriate for the task the Skill is intended to perform.
Solutions:
| Question #1 Correct Answer: A,E | Question #2 Correct Answer: D | Question #3 Correct Answer: B | Question #4 Correct Answer: C | Question #5 Correct Answer: B,E |



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