Amazon AIF-C01 Exam Real Questions

Prepare and pass your AWS Certified AI Practitioner with free AIF-C01 exam questions.

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Total 284 Questions | Updated On: Sep 16, 2024

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Question 1

What is the key difference between SageMaker model cards and AI service cards?

A : SageMaker model cards are used exclusively for monitoring model performance, whereas AI service cards are used for managing model security

B : SageMaker model cards include information about the model such as intended use and risk rating of a model, training details and metrics, evaluation results, and observations. AI service cards provide transparency about AWS AI services' intended use, limitations, and potential impacts

C : SageMaker model cards are used to store data for machine learning models, while AI service cards are used for storing user credentials

D : SageMaker model cards provide technical documentation for deploying models, while AI service cards offer transparency about the intended use, limitations, and potential impacts of AWS AI services

Answer: B

Question 2

Which of the following is an example of a multimodal model?

A : GPT-4o

B : BERT

C : Cohere

D : Claude

Answer: A

Question 3

Which type of cloud computing does Amazon Elastic Compute Cloud (EC2) represent?

A : Infrastructure as a Service (IaaS)

B : Network as a Service (NaaS)

C : Platform as a Service (PaaS)

D : Software as a Service (SaaS)

Answer: A

Question 4

How can you prevent model-overfitting in machine learning?

A : By increasing the complexity of the model to ensure it captures all nuances in the training data

B : By only training the model on a small subset of the available data to reduce the amount of information it has to learn

C : By using techniques such as cross-validation, regularization, and pruning to simplify the model and improve its generalization

D : By avoiding any form of model validation or testing to prevent the model from learning incorrect patterns

Answer: C

Question 5

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

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

Page: 1 / 57

Total 284 Questions | Updated On: Sep 16, 2024

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