Anthropic Claude Certified Associate – Foundations (CCAO-F) Lessons
30 lessons, one per exam-guide subdomain, in the order the guide teaches them. Every claim is cited to the official documentation.
- 1.
Domain 1: Prompting and Task Execution
Writing Clear Prompts for Claude: Context, Source Material and Reasons
Subdomain 1.1: Create effective prompts for business and technical tasks
2 pages16 min read3.5% of the exam3 questions - 2.
Domain 1: Prompting and Task Execution
Task Decomposition: When One Prompt Is Doing Too Much
Subdomain 1.2: Apply task decomposition techniques to structure complex requests
2 pages15 min read3.5% of the exam3 questions - 3.
Domain 1: Prompting and Task Execution
Improving a Weak First Answer: What to Change in Your Prompt
Subdomain 1.3: Iterate prompts to improve output quality
2 pages14 min read3.5% of the exam3 questions - 4.
Domain 1: Prompting and Task Execution
Prompting Claude for Analysis and Research Tasks
Subdomain 1.4: Adapt prompting strategies based on task type (analysis, research, drafting, brainstorming)
2 pages15 min read3.5% of the exam3 questions - 5.
Domain 2: Output Evaluation and Validation
Evaluating Claude outputs for accuracy and completeness
Subdomain 2.1: Evaluate Claude-generated outputs for accuracy and completeness
2 pages14 min read3.5% of the exam3 questions - 6.
Domain 2: Output Evaluation and Validation
Claude Hallucinations: What They Are and Where They Hide
Subdomain 2.2: Identify hallucinations, inconsistencies, and biases in responses
2 pages13 min read3.5% of the exam3 questions - 7.
Domain 2: Output Evaluation and Validation
Fact-Checking Claude Outputs: Where Errors Hide and How to Catch Them
Subdomain 2.3: Apply fact-checking and validation techniques
2 pages15 min read3.5% of the exam3 questions - 8.
Domain 2: Output Evaluation and Validation
Deciding When Claude Output Needs Human Review
Subdomain 2.4: Determine when human review or additional verification is required
2 pages15 min read3.5% of the exam3 questions - 9.
Domain 2: Output Evaluation and Validation
Adapting Claude Outputs for an Audience: Judge the Fit, Then Revise
Subdomain 2.5: Edit, adapt, refine, and compare outputs for the intended audience
2 pages13 min read3.5% of the exam3 questions - 10.
Domain 2: Output Evaluation and Validation
Choosing where the answer lives: chat, artifact, or structured data
Subdomain 2.6: Organize and curate information and select appropriate output formats (artifacts, inline, structured data)
15 min read3.5% of the exam3 questions - 11.
Domain 3: Product and Model Selection
Claude Projects vs Chat vs Artifacts: Choosing Where Work Lives
Subdomain 3.1: Select appropriate Claude product features (Projects, research mode, chat, artifacts)
2 pages15 min read3% of the exam3 questions - 12.
Domain 3: Product and Model Selection
Claude Haiku vs Sonnet vs Opus: How the Model Tiers Differ
Subdomain 3.2: Differentiate between Claude model types (Haiku, Sonnet, Opus)
9 min read3% of the exam3 questions - 13.
Domain 3: Product and Model Selection
Matching Claude model tiers to cost, speed and quality
Subdomain 3.3: Align model selection with task requirements (cost, speed, quality)
2 pages14 min read3% of the exam3 questions - 14.
Domain 3: Product and Model Selection
Claude's Context Window: Working Memory, Limits and Context Rot
Subdomain 3.4: Understand and manage context limitations and memory considerations (when to restart, summarize, or persist)
10 min read3% of the exam3 questions - 15.
Domain 4: Workflow Integration and Solution Design
Screening Business Processes as Claude Use Cases
Subdomain 4.1: Apply Claude to analyze requirements and use cases
2 pages13 min read3.2% of the exam3 questions - 16.
Domain 4: Workflow Integration and Solution Design
Researching with Claude: Choosing the Tool and Checking the Output
Subdomain 4.2: Leverage Claude for research, planning, and process optimization
2 pages14 min read3.2% of the exam3 questions - 17.
Domain 4: Workflow Integration and Solution Design
Designing a Claude Solution: Define Success, Then Build Simple
Subdomain 4.3: Use Claude to support solution design, development, and iteration
2 pages14 min read3.2% of the exam3 questions - 18.
Domain 4: Workflow Integration and Solution Design
Choosing Which Workflow Steps to Hand to Claude
Subdomain 4.4: Integrate Claude into existing workflows to augment or redesign them
2 pages13 min read3.2% of the exam3 questions - 19.
Domain 4: Workflow Integration and Solution Design
Telling Stakeholders What Claude Is Worth — and Where It Stops
Subdomain 4.5: Communicate Claude's value and limitations to stakeholders
13 min read3.2% of the exam3 questions - 20.
Domain 5: Configuration and Knowledge Management
Claude Projects: Set Up Project Knowledge and Instructions
Subdomain 5.1: Configure Claude Projects with instructions and knowledge sources
2 pages16 min read3% of the exam3 questions - 21.
Domain 5: Configuration and Knowledge Management
Managing Uploaded Knowledge and Connectors
Subdomain 5.2: Manage uploaded knowledge and connectors (e.g., Google Drive, Gmail)
13 min read3% of the exam3 questions - 22.
Domain 5: Configuration and Knowledge Management
Writing system-level instructions Claude actually follows
Subdomain 5.3: Create effective system-level instructions
13 min read3% of the exam3 questions - 23.
Domain 5: Configuration and Knowledge Management
Maintaining Claude Organization and Individual Instructions
Subdomain 5.4: Inform, maintain, and update Claude configurations, knowledge sources, and instructions
2 pages14 min read3% of the exam3 questions - 24.
Domain 6: Governance, Risk, and Responsible Use
Appropriate vs Inappropriate Claude Use Cases
Subdomain 6.1: Identify appropriate and inappropriate use cases
12 min read3.75% of the exam3 questions - 25.
Domain 6: Governance, Risk, and Responsible Use
Judging Data Sensitivity Before You Paste into Claude
Subdomain 6.2: Apply data sensitivity, regulatory, and privacy considerations
2 pages14 min read3.75% of the exam3 questions - 26.
Domain 6: Governance, Risk, and Responsible Use
Working inside your organization's AI policy
Subdomain 6.3: Follow organizational AI policies and governance standards
13 min read3.75% of the exam3 questions - 27.
Domain 6: Governance, Risk, and Responsible Use
AI Ethics: Ownership, Transparency, Over-Reliance and Bias
Subdomain 6.4: Understand the ethical implications of AI usage
10 min read3.75% of the exam3 questions - 28.
Domain 7: Troubleshooting and Optimization
Diagnosing Poor Claude Outputs: Vague Prompts, Brief Answers and Conversation Drift
Subdomain 7.1: Identify, diagnose, and resolve issues with underperforming prompts or poor outputs
2 pages14 min read3.33% of the exam3 questions - 29.
Domain 7: Troubleshooting and Optimization
Turning Feedback Into Testable Success Criteria
Subdomain 7.2: Adjust approach based on feedback and results
2 pages15 min read3.33% of the exam3 questions - 30.
Domain 7: Troubleshooting and Optimization
Efficient Claude Workflows: Start Simple, Scope Tightly, Right-Size
Subdomain 7.3: Optimize workflows for efficiency and effectiveness
2 pages13 min read3.33% of the exam3 questions