AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 235

Question

A company is training machine learning (ML) models on Amazon SageMaker by using 200 TB of data that is stored in Amazon S3 buckets. The training data consists of individual files that are each larger than 200 MB in size. The company needs a data access solution that offers the shortest processing time and the least amount of setup. Which solution will meet these requirements?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Use FastFile mode in SageMaker to stream the files on demand from the S3 buckets. Amazon S3 provides durable, scalable object storage that is fully managed. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 235