AIF-C01

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The dumps for AIF-C01 exam was last updated on Apr 10,2025 .

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Question#1

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 Inspector to monitor SageMaker Studio.

B. Use Amazon Macie to monitor SageMaker Studio.

C. Configure SageMaker to use a VPC with an S3 endpoint.

D. Configure SageMaker to use S3 Glacier Deep Archive.

Question#2

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

Question#3

A company uses Amazon SageMaker for its ML pipeline in a production environment. The company
has large input data sizes up to 1 GB and processing times up to 1 hour. The company needs near real-time latency.
Which SageMaker inference option meets these requirements?

A. Real-time inference

B. Serverless inference

C. Asynchronous inference

D. Batch transform

Question#4

A company has terabytes of data in a database that the company can use for business analysis. The company wants to build an AI-based application that can build a SQL query from input text that employees provide. The employees have minimal experience with technology.
Which solution meets these requirements?

A. Generative pre-trained transformers (GPT)

B. Residual neural network

C. Support vector machine

D. WaveNet

Question#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. Data augmentation for imbalanced classes

B. Model monitoring for class distribution

C. Retrieval Augmented Generation (RAG)

D. Watermark detection for images

Exam Code: AIF-C01 Q & A: 98 Q&As Updated: Apr 10,2025

Full AIF-C01 Exam Dumps Here

Exam Code: AIF-C01
Q & A: 98 Q&As
Updated: Apr 10,2025

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