/aim302

SageMaker workshop @ AWS Toronto Summit 2019

Primary LanguageJupyter Notebook

Notebook for the AIM302 workshop at the AWS Toronto Summit 2019: "Build, train, and deploy ML models with Amazon SageMaker"

Companion slides

https://www.slideshare.net/JonathanDion/aws-toronto-summit-2019-aim302-build-train-and-deploy-ml-models-with-amazon-sagemaker

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 Proceed button.
  4. In the User Dashboard page, click on the AWS Console button.
  5. In the Console Login window, click on the Open Console button. You will be logged into an AWS account in the Oregon region.
  6. Make sure you are in the Oregon region by looking at the top right corner of the screen. It should say Oregon.
  7. In the top bar menu, navigate to Services > 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 aim302.
    • Notebook instance type: select ml.t3.medium. No need for anything bigger :)
    • IAM role: select Create a new role. In the dialog window, do the following:
      • Select Any S3 bucket.
      • 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 from the dropdown list.
      • In the Git repository field, enter: https://github.com/jodion/aim302.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 aim302.ipynb. This will open the IPython Notebook.
  14. The reminder of the lab instructions are in the aim302 notebook. Have fun!