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Amazon AWS Certified AI Practitioner Sample Questions:

1. A company has developed an ML model for image classification. The company wants to deploy the model to production so that a web application can use the model.
The company needs to implement a solution to host the model and serve predictions without managing any of the underlying infrastructure.
Which solution will meet these requirements?

A) Use Amazon API Gateway to host the model and serve predictions.
B) Use Amazon SageMaker Serverless Inference to deploy the model.
C) Use AWS Batch to host the model and serve predictions.
D) Use Amazon CloudFront to deploy the model.

2. A company wants to use a large language model (LLM) on Amazon Bedrock for sentiment analysis. The company needs the LLM to produce more consistent responses to the same input prompt.
Which adjustment to an inference parameter should the company make to meet these requirements?

A) Decrease the temperature value
B) Increase the maximum generation length
C) Decrease the length of output tokens
D) Increase the temperature value

3. A company needs to choose a model from Amazon Bedrock to use internally.
The company must identify a model that generates responses in a style that the company's employees prefer.
What should the company do to meet these requirements?

A) Use the model InvocationLatency runtime metrics in Amazon CloudWatch when trying models.
B) Evaluate the models by using a human workforce and custom prompt datasets.
C) Evaluate the models by using built-in prompt datasets.
D) Use public model leaderboards to identify the model.

4. A company is using domain-specific models. The company wants to avoid creating new models from the beginning. The company instead wants to adapt pre-trained models to create models for new, related tasks.
Which ML strategy meets these requirements?

A) Use transfer learning.
B) Use unsupervised learning.
C) Decrease the number of epochs.
D) Increase the number of epochs.

5. A company is building a large language model (LLM) question answering chatbot. The company wants to decrease the number of actions call center employees need to take to respond to customer questions.
Which business objective should the company use to evaluate the effect of the LLM chatbot?

A) Regulatory compliance
B) Average call duration
C) Corporate social responsibility
D) Website engagement rate

Solutions: