Machine Learning in the Cloud with AWS Batch

Course Description

This course describes how to run and accelerate your machine learning applications in the cloud using AWS Batch. AWS Batch is a fully managed service that enables you to easily and efficiently run batch computing jobs on AWS. This course provides an introduction to AWS Batch, explains the main components of the service, and reviews a few examples of batch processing architectures.

Course outline

• Compute instance types and storage options
• Overview of AWS Batch
• AWS Batch components
• Job dependency models
• Integration with other AWS services
• Example batch processing architectures