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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Machine Learning | - ML Fundamentals
|
| Introduction to AI | - AI Fundamentals
|
| Using AI for Testing | - AI-Assisted Testing
|
| Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| ML Functional Performance Metrics | - Performance Evaluation
|
| Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| ML Neural Networks and Testing | - Neural Networks
|
| Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| ML Data | - Data Quality
|
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, and weights assigned to the connections between theneurons.
- C. Individual bias at the neuron level, activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.
- D. Individual bias at the neuron level, and activation values of neurons in the previous layer.
Correct Answer: C 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
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. Technological singularity
- B. Super Al
- C. Narrow Al
- D. General Al
Correct Answer: D 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements?
SELECT ONE OPTION
- A. GUI analysis by computer vision
- B. Natural language processing on textual requirements
- C. Machine learning on logs of execution
- D. Analyzing source code for generating test cases
Correct Answer: B 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
"AllerEgo" is a product that uses sell-learning to predict the behavior of a pilot under combat situation for a variety of terrains and enemy aircraft formations. Post training the model was exposed to the real- world data and the model was found to bebehaving poorly. A lot of data quality tests had been performed on the data to bring it into a shape fit for training and testing.
Which ONE of the following options is least likely to describes the possible reason for the fall in the performance, especially when considering the self-learning nature of the Al system?
SELECT ONE OPTION
- A. The difficulty of defining criteria for improvement before the model can be accepted.
- B. The unknown nature and insufficient specification of the operating environment might have caused the poor performance.
- C. The fast pace of change did not allow sufficient time for testing.
- D. There was an algorithmic bias in the Al system.
Correct Answer: A 🗳️
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