100 Days of MLOps· day 31 of 100
DAY 31MLOps

Why Experiment Tracking? The Spreadsheet of Doom

Day 31 of 100 Days of MLOps, and Module 4 begins. Real ML means running dozens of experiments — and tracking them in your head, in terminal prints, or a hand-kept spreadsheet falls apart fast. Feel the pain first: run a batch of experiments by hand, watch the results scroll away, and see why a proper tracking tool is the only thing that scales. Runs 100% locally on any OS.

Jul 11, 2026 9 min read1.6k words

This lesson is for members

The first 4 days of 100 Days of MLOps are free. Unlock the full curriculum — every day of every series, current and future — with one membership.

Monthly

₹399

per month

Annual

₹2,999

per year

Lifetime

₹6,999

one-time

  • Every series, all days — including future series
  • Verified, project-based, no fluff
  • Progress synced across all your devices