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Chapter 8

Case Study: LightOn

Challenge
In order to support its growth and accelerate the production of ML models and their availability, LightOn chose to migrate to the AWS Cloud, and in particular to rely on Amazon Sagemaker. The teams from devoteam supported LightOn in this project, with the objectives of:
– Creating an AWS Landing Zone using Terraform, and in compliance with AWS best practices.
– Migrating and optimising resources from another cloud hyperscaler to AWS. Automating the process of creating Machine – Learning models, and making them available on the AWS Marketplace.