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Exam DY0-001 topic 1 question 43 discussion

Actual exam question from CompTIA's DY0-001
Question #: 43
Topic #: 1
[All DY0-001 Questions]

Which of the following methods should a data scientist use just before switching to a potential replacement model?

  • A. A/B testing
  • B. Performance monitoring
  • C. CI/CD
  • D. Containerization
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Suggested Answer: A 🗳️

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SuntzuLegacy
1 month, 1 week ago
Selected Answer: A
Before deciding to replace a production model, it is common practice to test the new model alongside the existing one to compare their performance under real usage. This process is typically done via A/B testing, where each model is exposed to a subset of users or data, and outcomes are measured to ensure the new model truly outperforms the current one. Hence, the correct choice is: A. A/B testing
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