Paths/MLOps Engineer/Monitoring / Alerting & Retraining
Trigger Retraining on Drift
When the data moves, the model has to move with it. Write the trigger that opens a retraining run once the drift score crosses a threshold.
Validator
⏱ 0:00
IDLE — checks run live as you type commands; submit when done
01Requirements
live checks- File ~/monitoring/retrain.yaml exists○
- The trigger watches the drift score○
- The trigger states the threshold that fires it○
- The trigger names the pipeline it starts and how often it may run○
02Walkthrough
1 of 4 revealed- 01
Create the monitoring directory
The retraining trigger lives with the alert rules it belongs to.
mkdir -p ~/monitoring - 3 locked · each failed submit reveals one
03Stuck?
0 of 3 revealedTake a hint without losing the lab — each one points at the thing to look at, not at the answer.
04AI Tutor
guides, never solvesTell me what you're stuck on — I'll nudge, not solve. Which requirement are you looking at?
04Notebook
saved locally in this browserlearner@lab — ubuntu:24.04
Session is disposable
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