# AutoGluon Tabular with Amazon SageMaker [AutoGluon](https://github.com/awslabs/autogluon) automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on tabular, image, and text data. This example shows how to use AutoGluon-Tabular with Amazon SageMaker by creating custom containers.