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| Section | Objectives |
|---|---|
| Topic 1: Machine Learning Fundamentals for Testers | - Model training and evaluation basics - Supervised and unsupervised learning concepts |
| Topic 2: AI System Quality Risks | - Ethical and legal considerations - Model drift and performance degradation |
| Topic 3: Testing AI-Based Systems | - Bias, fairness, and explainability testing - Testing ML models - Data quality and dataset validation |
| Topic 4: Introduction to AI in Software Testing | - Role of AI in testing - AI systems overview |
| Topic 5: AI in Test Automation | - AI-supported test generation - AI-based defect prediction and analytics |
"Splendid Healthcare" has started developing a cancer detection system based on ML. The type of cancer they plan on detecting has 2% prevalence rate in the population of a particular geography. It is required that the model performs well for both normal and cancer patients.
Which ONE of the following combinations requires MAXIMIZATION?
SELECT ONE OPTION
Correct Answer: D 🗳️
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Which ONE of the following tests is MOST likely to describe a useful test to help detect different kinds of biases in ML pipeline?
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Correct Answer: C 🗳️
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The activation value output for a neuron in a neural network is obtained by applying computation to the neuron.
Which ONE of the following options BEST describes the inputs used to compute the activation value?
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Correct Answer: A 🗳️
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Which ONE of the following options describes a scenario of A/B testing the LEAST?
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Correct Answer: A 🗳️
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ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
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