How to Implement a Custom Training Solution Based on Amazon EC2

A Simple Solution for Managing Cloud-Based ML-Training — Part 2

This is a sequel to a recent post on the topic of building custom, cloud-based solutions for machine learning (ML) model development using low-level instance provisioning services. Our focus in this post will be on Amazon EC2.

Cloud service providers (CSPs) typically offer fully managed solutions for training ML models in the cloud. Amazon SageMaker, for example, Amazon’s managed service offering for …

artificial intelligence cloud computing deep learning ec2 mlops