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Amazon Web Services Updated AIF-C01 Exam Questions and Answers by abiha

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Amazon Web Services AIF-C01 Exam Overview :

Exam Name: AWS Certified AI Practitioner Exam
Exam Code: AIF-C01 Dumps
Vendor: Amazon Web Services Certification: AWS Certified AI Practitioner
Questions: 401 Q&A's Shared By: abiha
Question 20

A company is using Amazon SageMaker Studio notebooks to build and train ML models. The company stores the data in an Amazon S3 bucket. The company needs to manage the flow of data from Amazon S3 to SageMaker Studio notebooks.

Which solution will meet this requirement?

Options:

A.

Use Amazon Inspector to monitor SageMaker Studio.

B.

Use Amazon Macie to monitor SageMaker Studio.

C.

Configure SageMaker to use a VPC with an S3 endpoint.

D.

Configure SageMaker to use S3 Glacier Deep Archive.

Discussion
Question 21

Which AWS service or feature stores embeddings In a vector database for use with foundation models (FMs) and Retrieval Augmented Generation (RAG)?

Options:

A.

Amazon SageMaker Ground Truth

B.

Amazon OpenSearch Service

C.

Amazon Transcribe

D.

Amazon Textract

Discussion
Question 22

A company needs a scalable method to compare two foundation models (FMs) for chat summarization based on correctness and completeness.

Which solution will meet these requirements?

Options:

A.

Use human reviewers to score summaries by using a rubric that evaluates accuracy and coverage.

B.

Focus on performance metrics such as latency and throughput to determine model performance.

C.

Use the LLM-as-a-judge approach with a rubric across prompts to compare model outputs.

D.

Select the model that is ranked highest based on external benchmark scores for overall performance.

Discussion
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Question 23

A financial services company has developed an AI model by using AWS. The AI model assists with reviewing customer loan applications. Because regulatory requirements require transparency, the company needs to be able to explain how the model makes its decisions.

Which AWS service or feature meets these requirements?

Options:

A.

Amazon SageMaker Clarify

B.

Amazon Rekognition

C.

Amazon Comprehend

D.

Amazon SageMaker Model Monitor

Discussion
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