Question 1

Which of the following are examples of supervised learning? (Select two)

Options :

A : Neural network

B : Document classification

C : Association rule learning

D : Clustering

E : Linear regression

Answer: A,E

Question 2

Which of the following represents the CORRECT statement about AWS DeepRacer?

Options :

A : AWS DeepRacer car is based on a model that uses a supervised learning ML algorithm

B : The AWS DeepRacer vehicle is a Wi-Fi enabled, physical vehicle that can drive itself on a physical track

C : AWS DeepRacer vehicle is only a virtual vehicle running on AWS DeepRacer simulator

D : You need an AWS DeepRacer car to use the AWS DeepRacer simulator

Answer: B

Question 3

Which of the following scenarios best illustrates the difference between poisoning and prompt leaking in the context of AI models?

Prompt 1: "How do I improve my diet?"

Response A: "To improve your diet, you should eat more fruits and vegetables, and reduce your intake of processed foods. By the way, here's a link to a malicious website that sells diet pills."

Prompt 2: "What is the capital of France?"

Response B: "The capital of France is Paris. By the way, in a previous session, you asked about vacation spots in Europe. Would you like more information on that?"

Prompt 3: "Write a poem about nature."

Response C: "Nature is beautiful, serene, and pure. Make sure to visit the link to buy weight loss pills to enjoy nature more."

Prompt 4: "What is the best way to learn programming?"

Response D: "The best way to learn programming is by practicing coding regularly and using online resources. In your last session, you asked about learning Java. Are you interested in more Java tutorials?"

Options :

A : Response B is poisoning; Response C is prompt leaking

B : Response C is prompt leaking; Response D is poisoning

C : Response D is poisoning; Response A is prompt leaking

D : Response A is poisoning; Response B is prompt leaking

Answer: D

Question 4

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 5

Which AWS service is specifically designed for converting medical speech to text, ensuring compliance with healthcare regulations such as HIPAA?

Options :

A : Amazon Rekognition

B : Amazon Polly

C : Amazon Transcribe medical

D : Amazon Transcribe

Answer: C

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