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AWS Certified AI Practitioner AWS Certified AI Practitioner Exam

AWS Certified AI Practitioner Exam

Last Update Jul 19, 2026
Total Questions : 401

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Questions 2

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?

Options:

A.  

Measurement bias

B.  

Sampling bias

C.  

Observer bias

D.  

Confirmation bias

Discussion 0
Questions 3

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 0
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Questions 4

What is the purpose of vector embeddings in a large language model (LLM)?

Options:

A.  

Splitting text into manageable pieces of data

B.  

Grouping a set of characters to be treated as a single unit

C.  

Providing the ability to mathematically compare texts

D.  

Providing the count of every word in the input

Discussion 0
Questions 5

A company is developing a new model to predict the prices of specific items. The model performed well on the training dataset. When the company deployed the model to production, the model ' s performance decreased significantly.

What should the company do to mitigate this problem?

Options:

A.  

Reduce the volume of data that is used in training.

B.  

Add hyperparameters to the model.

C.  

Increase the volume of data that is used in training.

D.  

Increase the model training time.

Discussion 0
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