CT-AI Practice Exam Questions and Answers

Which ONE of the following approaches to labelling requires the least time and effort?

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"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?

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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?

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Which ONE of the following options represents a technology MOST TYPICALLY used to implement Al?

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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?

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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?

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Which of the following is THE LEAST appropriate tests to be performed for testing a feature related to autonomy?

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“BioSearch” is creating an Al model used for predicting cancer occurrence via examining X-Ray images. The accuracy of the model in isolation has been found to be good. However, the users of the model started complaining of the poor quality of results, especially inability to detect real cancer cases, when put to practice in the diagnosis lab, leading to stopping of the usage of the model.

A testing expert was called in to find the deficiencies in the test planning which led to the above scenario.

Which ONE of the following options would you expect to MOST likely be the reason to be discovered by the test expert?

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Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions?

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Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?

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