Monitoring for data drift (input distribution changes) and concept drift (the relationship between input and output changes). Feedback Loops: How do we retrain the model with new data?
Static (offline) vs. Dynamic (online) prediction. Monitoring for data drift (input distribution changes) and
Where does the raw data come from (user logs, item metadata)? Monitoring for data drift (input distribution changes) and
Before drawing a single box, you must define what "success" looks like. Monitoring for data drift (input distribution changes) and