📘 Free AIF-C01 Sample Questions
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
Correct Answer:
B. Amazon Comprehend
Explanation:
Answer: B
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
Correct Answer:
D. AWS Glue
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
Correct Answer:
D. Amazon SageMaker endpoints
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.
Correct Answer:
A. Provide examples of text passages with corresponding positive or negative labels in the prompt followed
by the new text passage to be classified.
A company has installed a security camera. 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
Correct Answer:
B. Sampling bias
A company wants to make a chatbot to help customers. The chatbot will help solve technical problems
without human intervention. The company chose a foundation model (FM) for the chatbot. The chatbot
needs to produce responses that adhere to company tone. Which solution meets these requirements?
A
Set a low limit on the number of tokens the FM can produce.
B
Use batch inferencing to process detailed responses
C
Experiment and refine the prompt until the FM produces the desired responses
D
Define a higher number for the temperature parameter.
Correct Answer:
C. Experiment and refine the prompt until the FM produces the desired responses
A student at a university is copying content from generative AI to write essays. Which challenge of
responsible generative AI does this scenario represent?
A
Toxicity
B
Hallucinations
C
Plagiarism
D
Privacy
Correct Answer:
C. Plagiarism
A company wants to use a pre-trained generative AI model to generate content for its marketing
campaigns. The company needs to ensure that the generated content aligns with the company's brand
voice and messaging requirements. Which solution meets these requirements?
A
Optimize the model's architecture and hyperparameters to improve the model's overall performance.
B
Increase the model's complexity by adding more layers to the model's architecture.
C
Create effective prompts that provide clear instructions and context to guide the model's generation.
D
Select a large, diverse dataset to pre-train a new generative model.
Correct Answer:
C. Create effective prompts that provide clear instructions and context to guide the model's generation.
An e-commerce company wants to build a solution to determine customer sentiments based on written
customer reviews of products. Which AWS services meet these requirements? (Select TWO.)
A
Amazon Lex
B
Amazon Comprehend
C
Amazon Polly
D
Amazon Bedrock E. Amazon Rekognition
Correct Answer:
B. Amazon Comprehend
A company wants to deploy a conversational chatbot to answer customer questions. The chatbot is based
on a fine-tuned Amazon SageMaker JumpStart model. The application must comply with multiple
regulatory frameworks.Which capabilities can the company show compliance for? (Select TWO.)
A
Auto scaling inference endpoints
B
Threat detection
C
Data protection
D
Cost optimization E. Loosely coupled microservices
Correct Answer:
B. Threat detection
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