Cloud Training and Deployment

This section provides an overview on how AutoGluon can be trained and deployed on cloud instances.

AutoGluon-Tabular on Amazon SageMaker Autopilothttps://aws.amazon.com/blogs/machine-learning/amazon-sagemaker-autopilot-is-up-to-eight-times-faster-with-new-ensemble-training-mode-powered-by-autogluon/

Checkout managed AutoGluon experience on Amazon SageMaker Autopilot

Cloud Training with AWS SageMakercloud-aws-sagemaker-training.html

A tutorial on fitting an AutoGluon model using AWS SageMaker.

Deploying AutoGluon Models with AWS SageMakercloud-aws-sagemaker-deployment.html

A tutorial on deploying an AutoGluon model with AWS SageMaker.

Deploying AutoGluon models with serverless templatescloud-aws-lambda-deployment.html

A tutorial on deploying an AutoGluon model with serverless templates.