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CT-AI_(v1.0)_World Dumps With Exact Questions and Answers

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CT-AI_(v1.0)_World Questions and Answers

Question # 1

A ML engineer is trying to determine the correctness of the new open-source implementation *X", of a supervised regression algorithm implementation. R-Square is one of the functional performance metrics used to determine the quality of the model.

Which ONE of the following would be an APPROPRIATE strategy to achieve this goal?

SELECT ONE OPTION

A.

Add 10% of the rows randomly and create another model and compare the R-Square scores of both the model.

B.

Train various models by changing the order of input features and verify that the R-Square score of these models vary significantly.

C.

Compare the R-Square score of the model obtained using two different implementations that utilize two different programming languages while using the same algorithm and the same training and testing data.

D.

Drop 10% of the rows randomly and create another model and compare the R-Square scores of both the models.

Question # 2

Which ONE of the following statements is a CORRECT adversarial example in the context of machine learning systems that are working on image classifiers.

SELECT ONE OPTION

A.

Black box attacks based on adversarial examples create an exact duplicate model of the original.

B.

These attack examples cause a model to predict the correct class with slightly less accuracy even though they look like the original image.

C.

These attacks can't be prevented by retraining the model with these examples augmented tothe training data.

D.

These examples are model specific and are not likely to cause another model trained on same task to fail.

Question # 3

Which ONE of the following hardware is MOST suitable for implementing Al when using ML?

SELECT ONE OPTION

A.

64-bit CPUs.

B.

Hardware supporting fast matrix multiplication.

C.

High powered CPUs.

D.

Hardware supporting high precision floating point operations.

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