Amazon SageMaker

Amazon SageMaker is a fully managed service that provides the ability to build, train and deploy ML models.

Watch a video on how to provision a SageMaker product

Parameters

Parameter

Details

Product Name

Provide a name to help you easily identify this instance of the product. Only alphanumeric characters, dots, hyphens and underscores are allowed. Spaces and special characters are not allowed. Eg: MedicalResearch

Study Selection

Expand the section to select studies to mount to your workspace.Select one or more studies to mount to your workspace from the dropdown list(Maximum of 2)

InstanceType

Choose instance type in the drop-down list. Eg: ml.t2.medium
_images/AmazonSagemaker_LaunchForm.png

Steps to launch

  1. Click on the project on the “My Projects” page.

  2. Navigate to the available products tab.

  3. Click the “Launch Now” button on the “Amazon SageMaker” product card. A product order form will open. Enter a product name and instance type then click the launch button. You will see a SageMaker being created. In a few minutes, that product should appear in the “Active” state.

Estimated time to provision - 15 minutes

Steps to connect

  1. Click on the “Open Notebook” button under the “Connect” list on the right side of the page. This will open the sageMaker notebook in a new browser tab. Through this sagemaker notebook you will be able to use the studies that are linked to the project and mounted during launch. Studies which are selected will appear under the $HOME/studies folder.

  2. You can de-provision the product through the “Terminate” option.

_images/Sagemaker_ProjectDetails_Action.png _images/InternalStudyMountingToSagemaker1.png _images/InternalStudyMountingToSagemaker2.png

Other considerations

You can stop your instance using the “Stop” button in the product details page of your instance. The instance will incur lower costs when it is stopped than when it is running. Conversely, if the instance is stopped, use the “Start” button to get the instance “Running”.

You can share the product with all the members of the project using the “Share” button in the product details page of your product. If you share the product to project, you will have to share the PEM key file outside of Research Gateway.