Cloud Training and Deployment

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

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AutoGluon-Tabular on Amazon SageMaker Autopilot

:link: https://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

AutoGluon Cloud

:link: autogluon-cloud.html

A tutorial on using AutoGluon Cloud module to train/deploy AutoGluon backed models on SageMaker.

Cloud Training and Deployment with Amazon SageMaker

:link: cloud-aws-sagemaker-train-deploy.html

A tutorial on fitting an AutoGluon model using AWS SageMaker.

Deploying AutoGluon Models with Serverless Templates

:link: cloud-aws-lambda-deployment.html

A tutorial on deploying an AutoGluon model with serverless templates.