Paths/MLOps Engineer/Monitoring / Metrics & Drift
Call the Drift Verdict
The feature distribution moved — baseline mean 0.42, current mean 0.61. Record both sides in ~/drift-lab and write the verdict file the on-call engineer will actually read.
Validator
⏱ 0:00
IDLE — checks run live as you type commands; submit when done
01Requirements
live checks- baseline.txt records mean=0.42○
- current.txt records mean=0.61○
- verdict.txt declares DRIFT DETECTED○
02Walkthrough
1 of 7 revealed- 01
Create the drift lab
One directory to hold the evidence and the verdict.
mkdir ~/drift-lab - 6 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
↑/↓ recalls commands · Ctrl+Enter submits · type help for the command list