Skip to content

tarrade/proj_custom_ai_platform_notebook

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Creation of Custom AI Platform Notebooks

Introduction

The goal of this Github repository is to create and deploy custom AI Platform Notebooks on GCP. A derived image of AI Platform Notebooks is created with a custom list of Anaconda packages, Jupyter Lab extensions and default parameters. Hereby, a CI/CD pipeline with Cloud Build is created where a Docker image is built, saved in Container Registry and deployed using the Deployment Manager.

Preparations for the Environment

In this section, the connection to the right Github repository is made and GCP is set up properly for the pipeline.

Preparations

Setup AI Platform Notebook

When the GCP environment is ready, a custom AI Platform Notebook can be set up for any project with specific needs.

Notebook Configuration