AWS Certified AI Practitioner AIF-C01 Practice Test

AWS Certified AI Practitioner AIF-C01 Practice Test practice questions, page 6 of 20, with answer review and explanations.

Question 26

A company evaluates a medical AI model by testing its predictions against a labeled dataset of radiology reports to measure diagnostic accuracy. Which evaluation method is the company using?

  1. Cross- domain testing
  2. Domain-specific benchmark testing
  3. User engagement measurement
  4. Random sampling

Question 27

A company is building an AI assistant by using Amazon Q Developer with Model Context Protocol (MCP). The company needs to learn about MCP components and functions. Select the correct function from the following list for each MCP component. Select each function one time.

Question 28

A company needs to deploy AI agents built with various frameworks and models on a flexible infrastructure. Which Amazon Bedrock feature meets these requirements?

  1. Amazon Bedrock Agents
  2. Amazon Bedrock Marketplace
  3. Amazon Bedrock AgentCore
  4. Amazon Bedrock Flows

Question 29

A company is building a generative AI (GenAI) application. The company wants to implement mechanisms to monitor and direct AI system behavior. Which responsible AI dimension is the company applying?

  1. Fairness
  2. Explainability
  3. Controllability
  4. Safety

Question 30

A retail company has deployed an ML model to predict if customers will purchase a product. The dataset is highly imbalanced. Only 5% of customers make purchases. The model shows 95% accuracy. However, the company reports that the model rarely identifies actual buyers. Which metric should the company use instead to evaluate the model's performance?

  1. Overall accuracy percentage
  2. F1 score
  3. Training time for each epoch
  4. Cost for each inference request