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| Section | Objectives |
|---|---|
| Topic 1: ML Data | - Data Quality
|
| Topic 2: Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Topic 3: Using AI for Testing | - AI-Assisted Testing
|
| Topic 4: Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Topic 5: ML Neural Networks and Testing | - Neural Networks
|
| Topic 6: Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Topic 7: Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Topic 8: Machine Learning | - ML Fundamentals
|
| Topic 9: Introduction to AI | - AI Fundamentals
|
| Topic 10: ML Functional Performance Metrics | - Performance Evaluation
|
| Topic 11: Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
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"BioSearch" is creating an Al model used for predicting cancer occurrence via examining X-Ray images. The accuracy of the model in isolation has been found to be good. However, the users of the model started complaining of the poor quality of results, especially inability to detect real cancer cases, when put to practice in the diagnosis lab, leading to stopping of the usage of the model.
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