QuestionQ195

Deployment Strategies

Which of the following characterizes batch deployment for machine learning projects?

  • A Predictions are computed and delivered as soon as feature values are available
  • B None of these describe batch deployment for machine learning projects
  • C Predictions are computed prior to delivery and stored for later querying
  • D Predictions are computed immediately as data arrives and stored for later querying
Explanation

Batch deployment processes accumulated data asynchronously and produces predictions ahead of use, storing the results for later retrieval. It is not intended for immediate, per-event responses.

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