SageMaker Training Jobs Quiz

Quiz covering Model Training

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

   Which AWS SageMaker component is primarily responsible for executing the training script and managing the infrastructure during a training job?

2. 2

   When configuring a SageMaker training job, what is the purpose of specifying an 'InputDataConfig'?

3. 3

   You are training a large model that exceeds the memory capacity of a single instance. Which feature should you enable in your SageMaker training job configuration?

4. 4

   Your training job is failing because it frequently loses connection to the data source in S3. Which configuration change is most likely to improve reliability in a VPC-restricted environment?

5. 5

   You want to optimize costs by using interruptible instances for a training job. If you use Managed Spot Training, what must your training script be capable of doing to ensure the job resumes successfully?