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Amazon AWS Certified AI Practitioner Sample Questions:

1. A company wants to create an application by using Amazon Bedrock. The company has a limited budget and prefers flexibility without long-term commitment.
Which Amazon Bedrock pricing model meets these requirements?

A) On-Demand
B) Provisioned Throughput
C) Spot Instance
D) Model customization

2. Which functionality does Amazon SageMaker Clarify provide?

A) Integrates a Retrieval Augmented Generation (RAG) workflow
B) Monitors the quality of ML models in production
C) Documents critical details about ML models
D) Identifies potential bias during data preparation

3. A large retailer receives thousands of customer support inquiries about products every day. The customer support inquiries need to be processed and responded to quickly. The company wants to implement Agents for Amazon Bedrock.
What are the key benefits of using Amazon Bedrock agents that could help this retailer?

A) Automation of repetitive tasks and orchestration of complex workflows
B) Generation of custom foundation models (FMs) to predict customer needs
C) Selecting the foundation model (FM) based on predefined criteria and metrics
D) Automatically calling multiple foundation models (FMs) and consolidating the results

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

5. An AI practitioner is building a model to generate images of humans in various professions. The AI practitioner discovered that the input data is biased and that specific attributes affect the image generation and create bias in the model.
Which technique will solve the problem?

A) Watermark detection for images
B) Retrieval Augmented Generation (RAG)
C) Data augmentation for imbalanced classes
D) Model monitoring for class distribution

Solutions: