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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Managing instructions and knowledge sources - Configuring Claude Projects - Managing uploaded knowledge and connectors - Maintaining configuration and knowledge sources |
| Product and Model Selection | 12% | - Selecting Claude models - Managing context limitations and memory - Balancing quality, speed, and cost - Selecting appropriate Claude product features |
| Workflow Integration and Solution Design | 16% | - Integrating Claude into existing workflows - Analyzing requirements and use cases - Solution design and iteration - Research, planning, and process optimization - Communicating Claude's value and limitations |
| Governance, Risk, and Responsible Use | 15% | - Organizational AI governance and policies - Ethical and responsible AI use - Identifying appropriate and inappropriate AI use cases - Data sensitivity, privacy, and regulatory considerations |
| Output Evaluation and Validation | 21% | - Editing, adapting, and refining outputs - Identifying hallucinations, inconsistencies, and bias - Determining when human review or verification is required - Fact-checking and validation - Evaluating output accuracy and completeness |
| Troubleshooting and Optimization | 10% | - Optimizing workflows for efficiency and effectiveness - Diagnosing underperforming prompts and outputs - Adjusting approaches based on feedback and results |
| Prompting and Task Execution | 14% | - Iterating prompts to improve output - Task decomposition - Creating effective prompts - Adapting prompting strategies to task types |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are an analyst fact-checking a Claude-generated report. Two cited sources give conflicting dates for the same event.
Which approach is correct?
A) Average the two conflicting dates and use the average.
B) Publish both dates without resolving the conflict and let the reader choose.
C) Choose the more recent date on the basis that later sources typically reflect updated or corrected information.
D) Locate a primary or authoritative source for the event and use the date that source confirms.
2. You are an operations assistant selecting a model for a recurring meeting-summary task that does not require deep reasoning and runs at moderate volume.
Which selection best balances cost, speed, and quality?
A) Haiku, which is suitable only when the task requires the fastest possible turnaround.
B) A custom model, which the Associate-level user would need to build and train independently.
C) Opus, which prioritizes depth at higher latency and rate-limit consumption.
D) Sonnet, which provides solid quality at moderate latency and rate-limit consumption for everyday work.
3. You are running an optimization pass on a recurring workflow.
Which is the correct order of optimization steps?
(1) Apply targeted optimization to the bottleneck step.
(2) Roll out the optimized workflow to the broader team and document the change.
(3) Identify the bottleneck step using measured time per step and queue length.
(4) Map the current workflow steps, owners, and decision points.
(5) Pilot the change with a small group and measure the effect against the prior baseline.
A) 4,1,3,5,2
B) 3,4,1,5,2
C) 4,3,1,5,2
D) 4, 3, 2, 1, 5
4. 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) 4, 3, 2, 1, 5
C) 5,2,1,3,4
D) 2,1,5,3,4
5. A customer-success associate is drafting a prompt that asks Claude to summarize a customer issue from the case file. The case file includes the customer's full government identifier, home address, name, account number, and the description of the issue. The summary the associate needs is about the issue.
Which approach is most appropriate?
A) Submit only the description of the issue and add the customer's name for context, since the description plus a name is sufficient to produce a summary.
B) Replace the government identifier with the customer's name and the home address with the account number, since names and account numbers are less sensitive than identifiers and addresses.
C) Submit the full case file and include an instruction telling Claude not to reference the government identifier or the home address in the summary.
D) Remove or redact the government identifier and the home address before submitting the prompt, since neither is necessary for a summary of the issue.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: D |


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