AI System Management

Administering, maintaining, and optimizing enterprise AI systems including model deployments, data pipelines, compute resources, and monitoring infrastructure.

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Current Skill

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Future-Proof

Why It Matters

Production AI systems require ongoing care — model retraining, data pipeline maintenance, and infrastructure scaling — and professionals who keep these systems reliable ensure AI delivers sustained business value.

How to Get Started

Learn MLOps fundamentals through the Google MLOps specialization on Coursera, get hands-on with Kubernetes and MLflow, and practice deploying and monitoring a model end-to-end.

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