S3 for ML Data Quiz

5 questions • Pass: 70% • +25 pts

Quiz covering Data Ingestion

S3 for ML Data Quiz

5 questions | Pass: 70% | Earn 25 points

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

  1. 1

    When storing training datasets in Amazon S3 for machine learning, which of the following is considered a best practice for organizing your data?

  2. 2

    You are training a model using Amazon SageMaker and need to pull data from an S3 bucket. Which S3 access method provides the most secure way to grant SageMaker permission to access your data?

  3. 3

    Which S3 storage class is most cost-effective for long-term archival of raw training data that you rarely access but must retain for compliance?

  4. 4

    You have a massive dataset in S3 containing millions of small files. What is the primary performance issue you will likely encounter when training a model?

  5. 5

    When using the SageMaker 'Pipe' input mode to stream data from S3, what is the primary benefit compared to 'File' mode?