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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: ML Data | - Data Quality
|
| Topic 2: Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Topic 3: Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Topic 4: Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Topic 5: ML Neural Networks and Testing | - Neural Networks
|
| Topic 6: Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Topic 7: ML Functional Performance Metrics | - Performance Evaluation
|
| Topic 8: Introduction to AI | - AI Fundamentals
|
| Topic 9: Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Topic 10: Using AI for Testing | - AI-Assisted Testing
|
| Topic 11: Machine Learning | - ML Fundamentals
|
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
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?
SELECT ONE OPTION
- A. Activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.
- B. Individual bias at the neuron level, activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.
- C. Individual bias at the neuron level, and activation values of neurons in the previous layer.
- D. Individual bias at the neuron level, and weights assigned to the connections between theneurons.
Correct Answer: B 🗳️
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ln the near future, technology will have evolved, and Al will be able to learn multiple tasks by itself without needing to be retrained, allowing it to operate even in new environments. The cognitive abilities of Al are similar to a child of 1-2 years.' In the above quote, which ONE of the following options is the correct name of this type of Al?
SELECT ONE OPTION
- A. Narrow Al
- B. General Al
- C. Super Al
- D. Technological singularity
Correct Answer: B 🗳️
Explanation: Only visible for DumpsKing members. You can sign-up / login (it's free).
"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
- A. Maximize accuracy and recall
- B. Maximize recall and precision
- C. Maximize specificity number of classes
- D. Maximize precision and accuracy
Correct Answer: B 🗳️
Explanation: Only visible for DumpsKing members. You can sign-up / login (it's free).
Which of the following is THE LEAST appropriate tests to be performed for testing a feature related to autonomy?
SELECT ONE OPTION
- A. Test for human handover after a given time interval.
- B. Test for human handover to give rest to the system.
- C. Test for human handover when it should actually not be relinquishing control.
- D. Test for human handover requiring mandatory relinquishing control.
Correct Answer: C 🗳️
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