Question 1

Which of the following represents the CORRECT statement regarding Amazon SageMaker Model Cards?

Options :

A : Describes how a model should be used in a production environment

B : Model cards cannot be created for models not trained on Amazon SageMaker

C : The purpose of a Model card is to describe the technical requirements to which an ML model should be deployed

D : Model Cards can be customized to meet the business needs

Answer: A

Question 2

An AI practitioner has built a deep learning model to classify the types of materials in images. The AI practitioner now wants to measure the model performance. Which metric will help the AI practitioner evaluate the performance of the model?

Options :

A : Confusion matrix

B : Correlation matrix

C : R2 score

D : Mean squared error (MSE)

Answer: A

Question 3

A company uses a generative model to analyze animal images in the training dataset to record variables like different ear shapes, eye shapes, tail features, and skin patterns.

Which of the following tasks can the generative model perform?

Options :

A : The model can classify multiple species of animals such as cats, dogs, etc

B : The model can identify any image from the training dataset

C : The model can recreate new animal images that were not in the training dataset

D : The model can classify a single species of animals such as cats

Answer: C

Question 4

In the context of security and privacy for AI systems on AWS, what is the primary difference between threat detection and vulnerability management?

Options :

A : Threat detection involves real-time monitoring and identification of active threats, whereas vulnerability management is about identifying, assessing, and mitigating security weaknesses

B : Threat detection focuses on identifying potential weaknesses in the system, while vulnerability management continuously monitors for malicious activities

C : Threat detection and vulnerability management both exclusively focus on compliance with regulatory requirements

D : Threat detection is concerned with data encryption and access controls, while vulnerability management deals with incident response and recovery

Answer: A

Question 5

Which of the following services is specifically designed to provide insights into model predictions by explaining how input features contribute to the final output?

Options :

A : Amazon SageMaker Clarify

B : Amazon SageMaker Feature Store

C : Amazon SageMaker Model Monitor

D : Amazon SageMaker Canvas

Answer: A

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