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Updated: Oct 13, 2026
Q & A: 40 Questions and Answers
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| Section | Objectives |
|---|---|
| Topic 1: AI in Test Automation | - AI-based defect prediction and analytics - AI-supported test generation |
| Topic 2: AI System Quality Risks | - Ethical and legal considerations - Model drift and performance degradation |
| Topic 3: Introduction to AI in Software Testing | - AI systems overview - Role of AI in testing |
| Topic 4: Machine Learning Fundamentals for Testers | - Model training and evaluation basics - Supervised and unsupervised learning concepts |
| Topic 5: Testing AI-Based Systems | - Bias, fairness, and explainability testing - Testing ML models - Data quality and dataset validation |
Data used for an object detection ML system was found to have been labelled incorrectly in many cases.
Which ONE of the following options is most likely the reason for this problem?
SELECT ONE OPTION
Correct Answer: A 🗳️
Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION
Correct Answer: A 🗳️
Explanation: Only visible for BraindumpsVCE members. You can sign-up / login (it's free).
Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION
Correct Answer: D 🗳️
Explanation: Only visible for BraindumpsVCE members. You can sign-up / login (it's free).
Which ONE of the following tests is MOST likely to describe a useful test to help detect different kinds of biases in ML pipeline?
SELECT ONE OPTION
Correct Answer: C 🗳️
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