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Amazon AWS Certified AI Practitioner Sample Questions:

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

2. 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) Amazon Fraud Detector
D) AWS Audit Manager

3. A company is building an application that needs to generate synthetic data that is based on existing data.
Which type of model can the company use to meet this requirement?

A) Generative adversarial network (GAN)
B) XGBoost
C) Residual neural network
D) WaveNet

4. A medical company deployed a disease detection model on Amazon Bedrock. To comply with privacy policies, the company wants to prevent the model from including personal patient information in its responses. The company also wants to receive notification when policy violations occur.
Which solution meets these requirements?

A) Use Guardrails for Amazon Bedrock to filter content. Set up Amazon CloudWatch alarms fornotification of policy violations.
B) Use Amazon Macie to scan the model's output for sensitive data and set up alerts for potential violations.
C) Configure AWS CloudTrail to monitor the model's responses and create alerts for any detected personal information.
D) Implement Amazon SageMaker Model Monitor to detect data drift and receive alerts when model quality degrades.

5. A company wants to use AI to protect its application from threats. The AI solution needs to check if an IP address is from a suspicious source.
Which solution meets these requirements?

A) Create a fraud forecasting system.
B) Build a speech recognition system.
C) Develop an anomaly detection system.
D) Create a natural language processing (NLP) named entity recognition system.

Solutions: