After completing this chapter, you will have familiarized yourself with the process of transferring images into sagemaker notebook instance for creating ML ready data. The following objectives are part of this chapter:

• Review and execute code that will download pre-prepared high latitude dust data from an S3 bucket.
• Learn the necessary constants, and the format of each, which are needed to complete the data download.
• Review and execute the code necessary to prepare the environment for data transfer.
• Review and execute code that generates helper methods that facilitate the download and visualization of the data.
• Review and execute code that checks the downloaded data and prepares the splits.