Certified Generative AI Developer – Professional (AIP-C01) → Application integration

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Foundation Model Integration, Data Management and Compliance (31%)
2 Items
- 1.1
  Selecting and integrating FMs
- 1.2
  Vector stores and RAG
Implementation and Integration (26%)
2 Items
- 2.1
  Prompt engineering and agents
- 2.2
  Application integration
AI Safety, Security and Governance (20%)
1 Item
- 3.1
  Guardrails and responsible AI
Operational Efficiency and Optimization (12%)
1 Item
- 4.1
  Cost and performance
Testing, Validation and Troubleshooting (11%)
1 Item
- 5.1
  Evaluation and troubleshooting

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