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    MLOps

    MLOps is maturing the practice of deploying and maintaining machine learning systems in production with reliability and scale.

    • Model lifecycle management is becoming standardized, with tools for versioning, monitoring, and governance.
    • - Feature stores and model registries are enabling teams to share and reuse ML components across organizations.
    • - Automated retraining and drift detection are ensuring models maintain performance as data and conditions evolve.

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