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Amazon AWS Certified AI Practitioner Sample Questions:

1. A loan company is building a generative AI-based solution to offer new applicants discounts based on specific business criteria. The company wants to build and use an AI model responsibly to minimize bias that could negatively affect some customers.
Which actions should the company take to meet these requirements? (Select TWO.)

A) Evaluate the model's behavior so that the company can provide transparency to stakeholders.
B) Ensure that the model runs frequently.
C) Use the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) technique to ensure that the model is 100% accurate.
D) Ensure that the model's inference time is within the accepted limits.
E) Detect imbalances or disparities in the data.

2. A company is training a foundation model (FM). The company wants to increase the accuracy of the model up to a specific acceptance level.
Which solution will meet these requirements?

A) Increase the epochs.
B) Decrease the epochs.
C) Decrease the batch size.
D) Increase the temperature parameter.

3. A company wants to classify human genes into 20 categories based on gene characteristics.
The company needs an ML algorithm to document how the inner mechanism of the model affects the output.
Which ML algorithm meets these requirements?

A) Neural networks
B) Logistic regression
C) Linear regression
D) Decision trees

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

5. A security company is using Amazon Bedrock to run foundation models (FMs). The company wants to ensure that only authorized users invoke the models. The company needs to identify any unauthorized access attempts to set appropriate AWS Identity and Access Management (IAM) policies and roles for future iterations of the FMs.
Which AWS service should the company use to identify unauthorized users that are trying to accessAmazon Bedrock?

A) AWS Trusted Advisor
B) AWS CloudTrail
C) AWS Audit Manager
D) Amazon Fraud Detector

Solutions: