Home Machine Learning Courses Automate and Evaluate ML Pipeline Tests
Automate and Evaluate ML Pipeline Tests

Automate and Evaluate ML Pipeline Tests

by Coursera
★ 8.5/10

Learn to automate and evaluate ML pipeline tests with unit, integration, and regression testing strategies. Detect data drift and deploy models reliably.

Why this course

  • Comprehensive coverage of ML pipeline testing techniques
  • Hands-on practice with automated regression and smoke tests
  • Focus on real-world challenges like data drift detection
  • Guided coaching enhances understanding of complex concepts
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