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Build Exercises
Each domain includes hands-on workflows you run in claude.ai. Doing the task yourself is the fastest way to cement each concept.
Domain 1: Prompting and Task Execution
4 exercises
- 1.1 Effective Business Prompts
- 1.2 Task Decomposition
- 1.3 Iterative Prompt Improvement
- 1.4 Prompt Strategy by Task Type
Domain 2: Output Evaluation and Validation
6 exercises
- 2.1 Accuracy and Completeness
- 2.2 Hallucinations, Inconsistencies, Bias
- 2.3 Fact-Checking and Validation
- 2.4 When Human Review Is Required
- 2.5 Edit and Adapt for Audience
- 2.6 Output Formats
Domain 3: Product and Model Selection
4 exercises
- 3.1 Product Features
- 3.2 Model Tiers
- 3.3 Cost / Speed / Quality Alignment
- 3.4 Context Limits and Memory
Domain 4: Workflow Integration and Solution Design
5 exercises
- 4.1 Requirements and Use Cases
- 4.2 Research, Planning, Process Optimization
- 4.3 Solution Design and Iteration
- 4.4 Integrate or Redesign Workflows
- 4.5 Stakeholder Communication
Domain 5: Configuration and Knowledge Management
4 exercises
- 5.1 Projects: Instructions + Knowledge
- 5.2 Uploaded Knowledge and Connectors
- 5.3 System-Level / Project Instructions
- 5.4 Maintain and Update Configurations
Domain 6: Governance, Risk, and Responsible Use
4 exercises
- 6.1 Appropriate vs Inappropriate Use
- 6.2 Data Sensitivity, Privacy, Regulation
- 6.3 Organizational AI Policy
- 6.4 Ethical Implications
Domain 7: Troubleshooting and Optimization
3 exercises
- 7.1 Diagnose Underperforming Outputs
- 7.2 Adjust from Feedback
- 7.3 Optimize Workflows