MLOps Academy · Lesson

Generate Drift Reports with Evidently

Produce shareable drift and quality reports.

Drift You Can Share

Raw PSI and KS numbers are great for code, but teammates want a clear picture. Evidently turns drift checks into shareable visual reports. 📈

What Evidently Does

Evidently is an open-source Python library that compares a reference dataset against current data and renders ready-made drift and quality reports.

All lessons in this course

  1. Data Drift vs Concept Drift
  2. Measure Drift with PSI and KS
  3. Generate Drift Reports with Evidently
  4. Set Drift Thresholds and Triggers
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