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Domain 5Objective 2

Describe the Solutions for Code, Data, and Model Traceability CERTIFIED-AI-EXPERT Practice Questions (Page 6)

Part of the AI Common Challenges domain, which accounts for 22% of the CERTIFIED-AI-EXPERT exam. NetApp does not publish an official question count, but from its 90-minute exam (~35–60 total, ~8–13 in this domain), expect 1–2 from this objective — we provide 26 practice questions to prepare you well beyond it. (estimate)

26questions here
6free pages
4concepts
22%of the exam

Questions 26–26

  1. 26expert · hard

    A pharmaceutical company is developing a model to predict drug interactions. The data pipeline is complex, involving multiple data sources and transformations. The company must provide a complete audit trail for regulatory approval. The team currently uses a data catalog, a version control system for code, and a model registry. However, the data catalog does not record the transformation code version. What is the most effective way to complete the audit trail?

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