/workshop-sagemaker

Primary LanguageHTML

SageMaker workshop: "Build, train, and deploy ML models with Amazon SageMaker"

Companion slides

Slides can be found here

Setup instructions

Don't use your personal account, we don't have credits for you

  1. Navigate to: https://dashboard.eventengine.run.
  2. In the Team Hash field, input the 12 character hash that was given to you.
  3. Click on the Accept Terms & Login green button.
  4. In the Team Dashboard page, click on the AWS Console button.
  5. In the AWS Console Login window, click on the Open AWS Console button. You will be logged into an AWS account.
  6. Make sure you are in the Canada (Central) region by looking at the top right corner of the screen. It should say Central to the left of Support. If not, click on the field next to Support and select Canada (Central).
  7. In the top bar menu, navigate to Services > Amazon SageMaker to open the SageMaker console.
  8. In the navigation menu on the left, click Notebook instances.
  9. Click on the Create notebook instance button.
  10. Fill the following fields:
    • Notebook instance name: type a name for your instance, e.g workshop-sagemaker.
    • Notebook instance type: select ml.t3.medium. No need for anything bigger :)
    • IAM role: select Create a new role from the Choose an IAM role dropdown. In the dialog window, do the following:
      • Select Any S3 bucket. Normally, you should select a specific bucket, but it hasn't been created yet.
      • Click on the Create role button.
    • Click on the Git repositories section to expand it and do the following:
      • Select Clone a public Git repository to this notebook instance only from the Repository dropdown list.
      • In the Git repository URL field, enter: https://github.com/jodion/workshop-sagemaker.git
    • Leave all other fields as is.
  11. Click on the Create notebook instance button. This will bring you back to the list of Notebook instances where you should see yours being created. Wait for your Notebook instance to become In Service which should take less than 5 minutes. You may have to refresh the page depending on your browser.
  12. Next to your Notebook instance, click on the link Open JupyterLab. This will open the JupyterLab page in your browser.
  13. In the JupyterLab page, on the navigation section on the left of the screen, double-click on notebook.ipynb. This will open the IPython Notebook.
  14. The reminder of the lab instructions are in the notebook you just opened. Have fun!