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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

Last Update 3 days ago
Total Questions : 393

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Question # 91

A financial company uses a generative AI model to assign credit limits to new customers. The company wants to make the decision-making process of the model more transparent to its customers.

Options:

A.  

Use a rule-based system instead of an ML model

B.  

Apply explainable AI techniques to show customers which factors influenced the model ' s decision

C.  

Develop an interactive UI for customers and provide clear technical explanations about the system

D.  

Increase the accuracy of the model to reduce the need for transparency

Discussion 0
Question # 92

A company wants to develop a solution that uses generative AI to create content for product advertisements, Including sample images and slogans.

Select the correct model type from the following list for each action. Each model type should be selected one time. (Select THRE

E.  

)

• Diffusion model

• Object detection model

• Transformer-based model

Question # 92

Options:

Discussion 0
Question # 93

A company wants to display the total sales for its top-selling products across various retail locations in the past 12 months.

Which AWS solution should the company use to automate the generation of graphs?

Options:

A.  

Amazon Q in Amazon EC2

B.  

Amazon Q Developer

C.  

Amazon Q in Amazon QuickSight

D.  

Amazon Q in AWS Chatbot

Discussion 0
Question # 94

A company wants to use a large language model (LLM) on Amazon Bedrock for sentiment analysis. The company wants to classify the sentiment of text passages as positive or negative.

Which prompt engineering strategy meets these requirements?

Options:

A.  

Provide examples of text passages with corresponding positive or negative labels in the prompt followed by the new text passage to be classified.

B.  

Provide a detailed explanation of sentiment analysis and how LLMs work in the prompt.

C.  

Provide the new text passage to be classified without any additional context or examples.

D.  

Provide the new text passage with a few examples of unrelated tasks, such as text summarization or question answering.

Discussion 0
Question # 95

A company is working on a large language model (LLM) and noticed that the LLM’s outputs are not as diverse as expected. Which parameter should the company adjust?

Options:

A.  

Temperature

B.  

Batch size

C.  

Learning rate

D.  

Optimizer type

Discussion 0
Question # 96

A company uses Amazon SageMaker and various models fa Its AI workloads. The company needs to understand If Its AI workloads are ISO compliant.

Which AWS service or feature meets these requirements?

Options:

A.  

AWS Audit Manager

B.  

Amazon SageMaker Model Cards

C.  

Amazon SageMaker Model Monitor

D.  

AWS Artifact

Discussion 0
Question # 97

A company has fine-tuned an Amazon Bedrock foundation model (FM) to produce short document summaries. The company wants an automated metric that compares each model-generated summary with its human-written reference summary.

Which metric will meet these requirements?

Options:

A.  

F1 score

B.  

Recall-Oriented Understudy for Gisting Evaluation (ROUGE)

C.  

Perplexity

D.  

Fréchet Inception Distance (FID)

Discussion 0
Question # 98

A medical company deployed a disease detection model on Amazon Bedrock. To comply with privacy policies, the company wants to prevent the model from including personal patient information in its responses. The company also wants to receive notification when policy violations occur.

Which solution meets these requirements?

Options:

A.  

Use Amazon Macie to scan the model ' s output for sensitive data and set up alerts for potential violations.

B.  

Configure AWS CloudTrail to monitor the model ' s responses and create alerts for any detected personal information.

C.  

Use Guardrails for Amazon Bedrock to filter content. Set up Amazon CloudWatch alarms for notification of policy violations.

D.  

Implement Amazon SageMaker Model Monitor to detect data drift and receive alerts when model quality degrades.

Discussion 0
Question # 99

An AI practitioner is developing a recommendation system. The AI practitioner wants to document a business problem, data assumptions, training considerations, and usage risks. The company must follow guidelines for transparency and governance.

Which Amazon SageMaker AI feature will meet these requirements?

Options:

A.  

Model Registry

B.  

Model Cards

C.  

Model Monitor

D.  

Model Dashboard

Discussion 0
Question # 100

An airline company wants to use a generative AI model to convert a flight booking system from one coding language into another coding language. The company must select a model for this task.

Which criteria should the company use to select the correct generative AI model for this task?

Options:

A.  

Syntax, semantic understanding, and code optimization capabilities

B.  

Code generation speed and error handling capabilities

C.  

Ability to generate creative content

D.  

Model size and resource requirements

Discussion 0
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