godatadriven / uva-ads-tech-2023-workshop

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

uva-ads-tech-2023-workshop

Repository for the AWS MLOps Workshop using SageMaker on 13th April 2023.

Setup

Hi! Let's get you logged into the SageMaker Studio environment and start building pipelines.

  1. Open up the AWS console:

    https://116564700220.signin.aws.amazon.com/console

  2. Login with your credentials:

  3. Open up SageMaker in the AWS console:

  4. Switch your region to Ireland.

  5. Go to SageMaker Domains and click on the playground domain.

  6. Find the user which corresponds to your login i.e. user-2.

    Then click Launch -> Studio. Give Sagemaker Studio a bit of time to launch:

    You should eventually see the Studio landing page:

  7. On the left-hand side, go to Git:

    And then click Clone a Repository:

    Enter the following Git URL:

    https://github.com/godatadriven/uva-ads-tech-2023-workshop
    
  8. Open up the basic-pipeline.ipynb:

  9. Select the following for the environment on which the notebook will run:

  10. Lastly, make sure to modify the username:

Good luck! 🍀

About

Created by Usman Zafar and Jetze Schuurmans, working for Xebia Data (formerly GoDataDriven).

About

License:MIT License


Languages

Language:Jupyter Notebook 93.4%Language:Python 6.6%