Amazon SageMaker Studio Classic - Amazon SageMaker AI
Studio Classic Features

Amazon SageMaker Studio Classic

Important

As of November 30, 2023, the previous Amazon SageMaker Studio experience is now named Amazon SageMaker Studio Classic. The following section is specific to using the Studio Classic application. For information about using the updated Studio experience, see Amazon SageMaker Studio.

Amazon SageMaker Studio Classic is a web-based integrated development environment (IDE) for machine learning (ML). Studio Classic lets you build, train, debug, deploy, and monitor your ML models. Studio Classic includes all of the tools you need to take your models from data preparation to experimentation to production with increased productivity. In a single visual interface, you can do the following tasks:

  • Write and run code in Jupyter notebooks

  • Prepare data for machine learning

  • Build and train ML models

  • Deploy the models and monitor the performance of their predictions

  • Track and debug ML experiments

  • Collaborate with other users in real time

For information on the onboarding steps for Studio Classic, see Amazon SageMaker AI domain overview.

For information about collaborating with other users in real time, see Collaboration with shared spaces.

For the AWS Regions supported by Studio Classic, see Supported Regions and Quotas.

Topics

Studio Classic Features

Studio Classic includes the following features: