title: Best way to train a deep learning model in AWS Sagemaker, when data (image data > 10000 images) lies on a S3 bucket
body: <p>What is the best was to train a deep learning model on AWS Sagemaker when I have a huge image dataset stored on a AWS S3 bucket.
  The Dataset shouldn't be downloaded to the EBS volume of the notebook instance.</p>