QUESTION NO: 1
Which ONE of the following statements about the hardware used to implement ML systems is MOST likely to be correct?
Which ONE of the following statements about the hardware used to implement ML systems is MOST likely to be correct?
Correct Answer: B
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QUESTION NO: 2
An image classification system is being trained for classifying faces of humans. The distribution of the data is
70% ethnicity A and 30% for ethnicities B, C and D. Based ONLY on the above information, which of the following options BEST describes the situation of this image classification system?
SELECT ONE OPTION
An image classification system is being trained for classifying faces of humans. The distribution of the data is
70% ethnicity A and 30% for ethnicities B, C and D. Based ONLY on the above information, which of the following options BEST describes the situation of this image classification system?
SELECT ONE OPTION
Correct Answer: C
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QUESTION NO: 3
Which of the following are the three activities in the data acquisition activities for data preparation?
Which of the following are the three activities in the data acquisition activities for data preparation?
Correct Answer: B
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QUESTION NO: 4
Which statement about testing levels for AI-based systems is correct?
Choose ONE option (1 out of 4)
Which statement about testing levels for AI-based systems is correct?
Choose ONE option (1 out of 4)
Correct Answer: B
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QUESTION NO: 5
Which of the following neural network coverage criteria can be adapted for its application?
Choose ONE option (1 out of 4)
Which of the following neural network coverage criteria can be adapted for its application?
Choose ONE option (1 out of 4)
Correct Answer: B
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QUESTION NO: 6
Which ONE of the following tests is LEAST likely to be performed during the ML model testing phase?
SELECT ONE OPTION
Which ONE of the following tests is LEAST likely to be performed during the ML model testing phase?
SELECT ONE OPTION
Correct Answer: A
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QUESTION NO: 7
Consider a natural language processing (NLP) algorithm that attempts to predict the next word that you would like to type in a text message. An update to the algorithm has been created that should increase the accuracy of the predictions based on user typing patterns. The old algorithm was rated for accuracy by the users. Then, after the new update was released, the users rated the updated algorithm. A statistical test was used to compare the two versions of the algorithm to see whether or not the update should remain in place.
This is an example of what type of testing?
Consider a natural language processing (NLP) algorithm that attempts to predict the next word that you would like to type in a text message. An update to the algorithm has been created that should increase the accuracy of the predictions based on user typing patterns. The old algorithm was rated for accuracy by the users. Then, after the new update was released, the users rated the updated algorithm. A statistical test was used to compare the two versions of the algorithm to see whether or not the update should remain in place.
This is an example of what type of testing?
Correct Answer: B
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QUESTION NO: 8
Which ONE of the following models BEST describes a way to model defect prediction by looking at the history of bugs in modules by using code quality metrics of modules of historical versions as input?
SELECT ONE OPTION
Which ONE of the following models BEST describes a way to model defect prediction by looking at the history of bugs in modules by using code quality metrics of modules of historical versions as input?
SELECT ONE OPTION
Correct Answer: D
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QUESTION NO: 9
Which of the following approaches would help overcome testing challenges associated with probabilistic and non-deterministic AI-based systems?
Which of the following approaches would help overcome testing challenges associated with probabilistic and non-deterministic AI-based systems?
Correct Answer: D
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