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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q81-Q86):
NEW QUESTION # 81
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. Amazon Fraud Detector
- B. AWS CloudTrail
- C. AWS Audit Manager
- D. AWS Trusted Advisor
Answer: B
NEW QUESTION # 82
A company has built a chatbot that can respond to natural language questions with images. The company wants to ensure that the chatbot does not return inappropriate or unwanted images.
Which solution will meet these requirements?
- A. Retrain the model with a general public dataset.
- B. Automate user feedback integration.
- C. Implement moderation APIs.
- D. Perform model validation.
Answer: C
NEW QUESTION # 83
Which functionality does Amazon SageMaker Clarify provide?
- A. Monitors the quality of ML models in production
- B. Identifies potential bias during data preparation
- C. Integrates a Retrieval Augmented Generation (RAG) workflow
- D. Documents critical details about ML models
Answer: B
NEW QUESTION # 84
A digital devices company wants to predict customer demand for memory hardware. The company does not have coding experience or knowledge of ML algorithms and needs to develop a data-driven predictive model.
The company needs to perform analysis on internal data and external data.
Which solution will meet these requirements?
- A. Import the data into Amazon SageMaker Data Wrangler. Build ML models and demand forecast predictions by using an Amazon Personalize Trending-Now recipe.
- B. Import the data into Amazon SageMaker Data Wrangler. Create ML models and demand forecast predictions by using SageMaker built-in algorithms.
- C. Store the data in Amazon S3. Create ML models and demand forecast predictions by using Amazon SageMaker built-in algorithms that use the data from Amazon S3.
- D. Import the data into Amazon SageMaker Canvas. Build ML models and demand forecast predictions by selecting the values in the data from SageMaker Canvas.
Answer: D
Explanation:
I'll continue to format the rest. Let me know if you would like me to provide them all in one go or in parts.
NEW QUESTION # 85
Which option is a benefit of ongoing pre-training when fine-tuning a foundation model (FM)?
- A. Optimizes model inference time
- B. Improves model performance over time
- C. Decreases the training time requirement
- D. Helps decrease the model's complexity
Answer: B
NEW QUESTION # 86
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