Part 10 · AI Infrastructure & MLOps
Monitoring ML Models in Production
Data driftConcept driftFeedback loopsML system design
Models get worse while the code stays the same. Data and concept drift, feedback loops, and the shape of a real production ML system from data to serving.
⏱ 1-2 hours · Station 83 of 92