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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q52-Q57):

NEW QUESTION # 52
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. XGBoost
B. Residual neural network
C. Generative adversarial network (GAN)
D. WaveNet

Answer: C

NEW QUESTION # 53
A company makes forecasts each quarter to decide how to optimize operations to meet expected demand. The company uses ML models to make these forecasts.
An AI practitioner is writing a report about the trained ML models to provide transparency and explainability to company stakeholders.
What should the AI practitioner include in the report to meet the transparency and explainability requirements?

A. Code for model training
B. Model convergence tables
C. Sample data for training
D. Partial dependence plots (PDPs)

Answer: D

NEW QUESTION # 54
A company is using Amazon SageMaker Studio notebooks to build and train ML models. The company stores the data in an Amazon S3 bucket. The company needs to manage the flow of data from Amazon S3 to SageMaker Studio notebooks.
Which solution will meet this requirement?

A. Use Amazon Macie to monitor SageMaker Studio.
B. Configure SageMaker to use a VPC with an S3 endpoint.
C. Use Amazon Inspector to monitor SageMaker Studio.
D. Configure SageMaker to use S3 Glacier Deep Archive.

Answer: B

NEW QUESTION # 55
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. Retrieval Augmented Generation (RAG)
B. Watermark detection for images
C. Data augmentation for imbalanced classes
D. Model monitoring for class distribution

Answer: C

NEW QUESTION # 56
A student at a university is copying content from generative AI to write essays.
Which challenge of responsible generative AI does this scenario represent?

A. Toxicity
B. Hallucinations
C. Privacy
D. Plagiarism

Answer: D

NEW QUESTION # 57
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