MLOps

Back: 09 - Machine Learning and AI MOC

The practices and tools for deploying, monitoring, and maintaining machine learning models in production. MLOps bridges the gap between ML experimentation and reliable production systems, applying DevOps principles to the ML lifecycle.

Categories

• Model Lifecycle
• Model Serving
• Data Management for ML
• Model Monitoring
• ML Infrastructure

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mlops ml-engineering production-ml