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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Pranathi Ravikumar

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Open access Sep 2026

BioOps: Enabling MLOps for scalable and flexible model-centric process control in biopharmaceutical development.

The framework incorporates established Machine Learning Operations (MLOps) principles, including version-controlled model registries, containerized deployment, and continuous integration/continuous delivery (CI/CD) pipelines, and embeds traceability, auditability, and model lifecycle management directly into the contro...

Shu Yang, Edwin M. Shen, Piyush Agarwal et al. · 0 citations

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