100 Days of MLOps· day 20 of 100
DAY 20MLOps

Packaging a Training Run

Day 20 of 100 Days of MLOps, and the Module 2 finale. A model trapped in a notebook can't be automated. Turn your training into one configurable command-line program that trains, evaluates, and writes two artifacts — model.joblib and metrics.json — the exact machine-readable outputs every pipeline, tracker and CI check needs. Runs 100% locally on any OS.

Jul 9, 2026 9 min read1.7k words

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