Concept · Building with AI

MLOps

Also called: ML ops, LLMOps, machine learning operations, AI ops

The practices and tools for running machine learning models in production: versioning data and models, deploying them, monitoring quality and retraining when needed.

For example: An MLOps setup alerts the team when a fraud model's accuracy drops and retrains it on recent data.

Connects to 4

• DevOps Concept
• Evals Concept
• Observability Concept
• Training Concept