Artificial Intelligence
Author: Pratik Yeole
Pratik is a Solutions Architect on the AWS Industries team working with global customers helping customers build value-driven solutions on AWS. He has expertise in containers, storage and AI/ML domains. Outside of work, he enjoys time with friends, family, music and cricket.
Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes
In this post, we show how ML engineers familiar with Jupyter notebooks and SageMaker environments can efficiently work with DevOps engineers familiar with Kubernetes and related tools to design and maintain an ML pipeline with the right infrastructure for their organization. This enables DevOps engineers to manage all the steps of the ML lifecycle with the same set of tools and environment they are used to.