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MLOps Academy · Lesson

Compare Runs in the MLflow UI

Sort and filter experiments to find your best model.

The Runs Table

Open an experiment in the UI and you get a runs table: one row per run, with its params and metrics laid out as columns side by side.

Sort by a Metric

Click a metric column header to sort. Order by accuracy descending and your best run jumps straight to the top of the table.

All lessons in this course

  1. Install MLflow and Start Tracking
  2. Log Params, Metrics, and Artifacts
  3. Compare Runs in the MLflow UI
  4. Autolog with One Line of Code
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