2 years ago

Category: Software

Introduced as a preview at the https://aws.amazon.com/?utm_content=inline-mention‘ re:Invent 2021 conference, https://aws.amazon.com/sagemaker/studio-lab/ is a free stand-alone machine learning development environment based on the popular https://jupyter.org/. In this tutorial, I will walk you through the steps of training an end-to-end deep learning model to perform image classification based on https://studiolab.sagemaker.aws/.

It may take a few hours to a couple of days for you to get access to the environment.

We now have the environment fully configured to kickoff the training job within Amazon SageMaker Studio Lab.

You can easily upload the model to Amazon S3 using the https://aws.amazon.com/sdk-for-python/ module to deploy it in Amazon SageMaker.