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Fundamentals · Hard · Free

What is MLOps? Version models like you version code.

FresherFundamentalsAI & Machine Learning Basics
Model answer

MLOps

For What is MLOps? Version models like you version code., interviewers listen for a crisp definition, how the pieces interact in a real system, and one trade-off or failure mode you have seen or would guard against.

  • Version datasets and models (DVC, MLflow).
  • CI for training pipelines; CD for model rollout.
  • Monitor drift in production features/predictions.
Same discipline as DevOps—reproducible builds.