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The Amazon AWS Certified AI Practitioner certification is a globally recognized credential that validates the skills and knowledge required to install, configure, operate, and troubleshoot small to medium-sized enterprise networks. To earn this prestigious certification, candidates must pass the Amazon AIF-C01 exam, which covers a wide range of networking topics, including network fundamentals, network access, IP connectivity, IP services, security fundamentals, and automation and programmability.

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Amazon AIF-C01 Sample Questions

Question # 1

A company has thousands of customer support interactions per day and wants to analyze these interactions to identify frequently asked questions and develop insights. Which AWS service can the company use to meet this requirement? 

A. Amazon Lex 
B. Amazon Comprehend 
C. Amazon Transcribe 
D. Amazon Translate



Question # 2

A company has a database of petabytes of unstructured data from internal sources. The company wants to transform this data into a structured format so that its data scientists can perform machine learning (ML) tasks. Which service will meet these requirements? 

A. Amazon Lex 
B. Amazon Rekognition 
C. Amazon Kinesis Data Streams 
D. AWS Glue 



Question # 3

Which AWS service or feature can help an AI development team quickly deploy and consume a foundation model (FM) within the team's VPC? 

A. Amazon Personalize 
B. Amazon SageMaker JumpStart
 C. PartyRock, an Amazon Bedrock Playground 
D. Amazon SageMaker endpoints 



Question # 4

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? 

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. 



Question # 5

A company has installed a security camer a. The company uses an ML model to evaluate the security camera footage for potential thefts. The company has discovered that the model disproportionately flags people who are members of a specific ethnic group. Which type of bias is affecting the model output? 

A. Measurement bias 
B. Sampling bias 
C. Observer bias 
D. Confirmation bias 



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