100 Days of MLOps· day 40 of 100
DAY 40MLOps

Capstone: An Experimentation Workflow

Day 40 of 100 Days of MLOps, and the Module 4 finale. Tie experiment tracking into one clean end-to-end loop: run a set of tracked candidate models, compare them honestly, and programmatically select the champion — the single best model with its exact params and saved artifact, ready to hand off. The complete explore-compare-choose workflow that turns tracking into decisions. Runs 100% locally on any OS.

Jul 11, 2026 8 min read1.5k words

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