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iSQI CT-AI Practice Test - Questions Answers, Page 7

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Question 61

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You are testing an autonomous vehicle which uses AI to determine proper driving actions and responses. You have evaluated the parameters and combinations to be tested and have determined that there are too many to test in the time allowed. It has been suggested that you use pairwise testing to limit the parameters. Given the complexity of the software under test, what is likely the outcome from using pairwise testing?

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Question 62

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Which of the following is an example of a clustering problem that can be resolved by unsupervised learning?

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Question 63

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A neural network has been designed and created to assist day-traders improve efficiency when buying and selling commodities in a rapidly changing market. Suppose the test team executes a test on the neural network where each neuron is examined. For this network the shortest path indicates a buy, and it will only occur when the one-day predicted value of the commodity is greater than the spot price by 0.75%. The neurons are stimulated by entering commodity prices and testers verify that they activate only when the future value exceeds the spot price by at least 0.75%.

Which of the following statements BEST explains the type of coverage being tested on the neural network?

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Question 64

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Which of the following aspects is a challenge when handling test data for an AI-based system?

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Question 65

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Which of the following is a technique used in machine learning?

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Question 66

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A team of software testers is attempting to create an AI algorithm to assist in software testing. This particular team has gone through over 40 iterations of testing and cannot afford to spend as much time as it takes to run the full regression test suite. They are hoping to have the algorithm reduce the amount of testing required thus reducing the time needed for each testing cycle.

How can an AI-based tool be expected to assist in this reduction?

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Question 67

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Which of the following is one of the reasons for data mislabelling?

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Question 68

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Which of the following characteristics of AI-based systems make it more difficult to ensure they are safe?

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Question 69

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Which of the following is a dataset issue that can be resolved using pre-processing?

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Question 70

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A local business has a mail pickup/delivery robot for their office. The robot currently uses a track to move between pickup/drop off locations. When it arrives at a destination, the robot stops to allow a human to remove or deposit mail.

The office has decided to upgrade the robot to include AI capabilities that allow the robot to perform its duties without a track, without running into obstacles, and without human intervention.

The test team is creating a list of new and previously established test objectives and acceptance criteria to be used in the testing of the robot upgrade. Which of the following test objectives will test an AI quality characteristic for this system?

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Related questions

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?
Which ONE of the following approaches to labelling requires the least time and effort?
Which ONE of the following tests is LEAST likely to be performed during the ML model testing phase?
Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments?
Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?
In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee. Which ONE of the following types of testing SHOULD be performed for a machine learning model for stock-price prediction to detect influence of such phenomenon as above on price of coffee stock.
Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements?
Data used for an object detection ML system was found to have been labelled incorrectly in many cases. Which ONE of the following options is most likely the reason for this problem?
Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
Which ONE of the following describes a situation of back-to-back testing the LEAST?