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Reference: https://www.istqb.org/certifications/artificial-inteligence-tester
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ISTQB Certified Tester AI Testing Sample Questions:
Which statement about automation bias is correct?
Choose ONE option (1 out of 4)
- A. Automation bias particularly affects testing of autonomous systems
- B. Automation bias affects the testing of AI-based systems that support users in their actions or decisions
- C. When testing AI-based systems, automation bias does not play a role in supporting test activities such as boundary value analysis
- D. Automation bias is tested with representative users, but human input quality is irrelevant
Correct Answer: B 🗳️
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Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION
- A. Clustering is classification of a continuous quantity.
- B. Clustering is supervised learning.
- C. Clustering requires you to know the classes.
- D. Clustering is done without prior knowledge of output classes.
Correct Answer: D 🗳️
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Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
Which ONE of the following factors is NOT a factor affecting the ML functional performance?
SELECT ONE OPTION
- A. The data pipeline
- B. Biased data
- C. The number of classes
- D. The quality of the labeling
Correct Answer: C 🗳️
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Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model?
SELECT ONE OPTION
- A. Validation data - test data
- B. Training data - validation data
- C. Training data * test data
- D. Training data - validation data - test data
Correct Answer: D 🗳️
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Which statement regarding data preparation in the ML workflow is correct?
Choose ONE option (1 out of 4)
- A. A key challenge in data transformation is the removal or correction of erroneous data.
- B. One challenge of data gathering is obtaining high-quality data from multiple sources.
- C. Sampling is so well researched that it is no longer considered risky.
- D. Since data preparation is time-consuming, all steps should be automated.
Correct Answer: B 🗳️
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