Model infrastructure and MLOps

Infrastructure and deployment patterns that keep models observable, versioned, evaluated, and reliable.

  • Deployment foundations for model-backed systems.
  • Monitoring, versioning, and evaluation infrastructure.
  • Cost, performance, and reliability controls.
  • Operational patterns your team can maintain after handover.

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