How AWS Describes SageMaker:
The Estimator Object
AWS SageMaker instance types
See the full list of AWS Sagemaker instances here Source 2
Optimization Bring your data to AWS
Previously all file has to be stored in S3 now you can use Amazon's distributed systems.
"Training machine learning models requires providing the training datasets to the training job. Until now, when using Amazon S3 as the training datasource in File input mode, all training data had to be downloaded from Amazon S3 to the EBS volumes attached to the training instances at the start of the training job. A distributed file system such as Amazon FSx for Lustre or EFS can speed up machine learning training by eliminating the need for this download step."
Amazon FSx for Lustre or Amazon Elastic File System (EFS) Source 1
Can train as well as deploy model
Get SageMaker AWS AI Certified