Free iSQI CT-AI_v1.0_World Exam Questions

Become iSQI Certified with updated CT-AI_v1.0_World exam questions and correct answers

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Total 336 Questions | Updated On: Sep 24, 2026

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Question 1

Which of the following statements about reinforcement learning is correct? Choose ONE option (1 out of 4)

A : The agent creates a model of the environment from labeled data during training

B : The approach is suitable when the application doesnotrequire interaction with the environment

C : The agent’s training is based on a reward function that rewards successful attempts

D : From experience, the agent learns theoptimal reward function

Answer: C

Question 2

Which challenge to testing self-learning systems puts you at risk of a data attack? Choose ONE option (1 out of 4)

A : Inadequate specification of the operating environment

B : Complex test environment

C : Insufficient testing time

D : Unexpected changes

Answer: D

Question 3

Which of the following descriptions of quality aspects of a data set is correct? Choose ONE option (1 out of 4)

A : The quality aspect "Incomplete data" describes the fact that data is missing, e.g., for a certain time interval.

B : The quality aspect "Data not preprocessed" describes the fact that the collected data was recorded incorrectly.

C : The quality aspect "Irrelevant data" describes the fact that irrelevant data does not affect the ML model.

D : The quality aspect "Unbalanced data" describes the fact that the data used should be as up-to-date as possible.

Answer: A

Question 4

Which of the following is an example of an input change where it would be expected that the AI system should be able to adapt?

A : It has been trained to recognize cats and is given an image of a dog.

B : It has been trained to recognize human faces at a particular resolution and it is given a human face image captured with a higher resolution.

C : It has been trained to analyze mathematical models and is given a set of landscape pictures to classify.

D : It has been trained to analyze customer buying trend data and is given information on supplier cost data.

Answer: B

Question 5

Which option gives the correct values for accuracy and precision from the confusion matrix? Choose ONE option (1 out of 4)

A : Accuracy = 50%, Precision = 75%

B : Accuracy = 80%, Precision = 75%

C : Accuracy = 75%, Precision = 80%

D : Accuracy = 80%, Precision = 50%

Answer: B

Page: 1 / 68

Total 336 Questions | Updated On: Sep 24, 2026

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