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CT-AI — AI Testing

ISTQB · Topic 15 of 17

Machine Learning Development Testing

Smallest chapter, focused content (~30 min). Categorized risks + deployment patterns (shadow + canary).

3 lessons300 questions
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What this topic covers

  1. 01ML Development Risks360m
  2. 02Deployment Testing: Shadow Testing and Canary Testing360m
  3. 03Chapter Review and Practice Questions360m

Other topics in CT-AI — AI Testing

Introduction to Artificial Intelligence7 lessonsIntroduction to AI6 lessonsMachine Learning Overview6 lessonsInput Data Testing6 lessonsML Data6 lessonsMachine Learning Model Testing7 lessonsML Functional Performance Metrics6 lessonsMachine Learning Functional Performance Metrics6 lessonsTesting Generative AI Systems6 lessonsQuality Characteristics for AI-Based Systems4 lessonsTesting AI-Specific Quality Characteristics6 lessonsML Neural Networks and Testing6 lessonsTesting AI-Based Systems Overview6 lessonsTest Environments for AI-Based Systems6 lessonsUsing AI for Testing6 lessonsMethods and Techniques for Testing AI6 lessons